DNase-seq DNASE_SE Wed Mar 23 15:44:01 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 CUDA Version: 11.6 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 Tesla V100-SXM2... On | 00000000:07:00.0 Off | 0 | | N/A 39C P0 39W / 300W | 0MiB / 16384MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-23_15-44-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//preprocessing/bigWigs/ENCSR086PIL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/ evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] Number of peaks input: 158068 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 158068 Number of peaks input: 41932 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 41932 Number of non peaks input: 158067 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 158067 Number of non peaks input: 41932 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 41932 Number of peaks after removing outliers: 156323 Number of nonpeaks after removing outliers: 139784 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 1/4369 [..............................] - ETA: 15:25:42 8/4369 [..............................] - ETA: 32s  15/4369 [..............................] - ETA: 32s 22/4369 [..............................] - ETA: 32s 29/4369 [..............................] - ETA: 32s 36/4369 [..............................] - ETA: 32s 43/4369 [..............................] - ETA: 32s 50/4369 [..............................] - ETA: 32s 57/4369 [..............................] - ETA: 32s 64/4369 [..............................] - ETA: 32s 71/4369 [..............................] - ETA: 31s 78/4369 [..............................] - ETA: 31s 85/4369 [..............................] - ETA: 31s 92/4369 [..............................] - ETA: 31s 99/4369 [..............................] - ETA: 31s 106/4369 [..............................] - ETA: 31s 113/4369 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4348/4369 [============================>.] - ETA: 0s 4355/4369 [============================>.] - ETA: 0s 4362/4369 [============================>.] - ETA: 0s 4369/4369 [==============================] - ETA: 0s 4369/4369 [==============================] - 45s 8ms/step 2022-03-23_15-56-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//preprocessing/bigWigs/ENCSR086PIL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '9.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140950, 10) loading nonpeaks... got split:train for bed regions:(125653, 10) loading peaks... got split:valid for bed regions:(15373, 10) loading nonpeaks... got split:valid for bed regions:(14131, 10) Epoch 1/50 1/2423 [..............................] - ETA: 5:59:29 - loss: 475.0322 - logits_profile_predictions_loss: 459.1353 - logcount_predictions_loss: 1.6734 2/2423 [..............................] - ETA: 19:36 - loss: 9053.6821 - logits_profile_predictions_loss: 444.5802 - logcount_predictions_loss: 906.2213 3/2423 [..............................] - ETA: 19:31 - loss: 10006.7217 - logits_profile_predictions_loss: 443.2765 - logcount_predictions_loss: 1006.6785 4/2423 [..............................] - ETA: 19:29 - loss: 9759.0337 - logits_profile_predictions_loss: 434.9360 - logcount_predictions_loss: 981.4840  5/2423 [..............................] - ETA: 19:27 - loss: 9266.1186 - logits_profile_predictions_loss: 429.3282 - logcount_predictions_loss: 930.1885 6/2423 [..............................] - ETA: 19:26 - loss: 8744.6485 - logits_profile_predictions_loss: 423.7563 - logcount_predictions_loss: 875.8835 7/2423 [..............................] - ETA: 19:25 - loss: 8255.4431 - logits_profile_predictions_loss: 419.9596 - logcount_predictions_loss: 824.7878 8/2423 [..............................] - ETA: 19:23 - loss: 7811.8347 - logits_profile_predictions_loss: 417.1282 - logcount_predictions_loss: 778.3902 9/2423 [..............................] - ETA: 19:22 - loss: 7413.9422 - logits_profile_predictions_loss: 415.0770 - logcount_predictions_loss: 736.7227 10/2423 [..............................] - ETA: 19:21 - loss: 7057.7688 - logits_profile_predictions_loss: 413.7513 - logcount_predictions_loss: 699.3703 11/2423 [..............................] - ETA: 19:20 - loss: 6737.5783 - logits_profile_predictions_loss: 412.3137 - logcount_predictions_loss: 665.8174 12/2423 [..............................] - ETA: 19:19 - loss: 6449.0978 - logits_profile_predictions_loss: 411.1458 - logcount_predictions_loss: 635.5740 13/2423 [..............................] - ETA: 19:18 - loss: 6188.0833 - logits_profile_predictions_loss: 410.1803 - logcount_predictions_loss: 608.2004 14/2423 [..............................] - ETA: 19:18 - loss: 5950.6147 - logits_profile_predictions_loss: 409.1159 - logcount_predictions_loss: 583.3157 15/2423 [..............................] - ETA: 19:17 - loss: 5734.1661 - logits_profile_predictions_loss: 408.4385 - logcount_predictions_loss: 560.6030 16/2423 [..............................] - ETA: 19:16 - loss: 5535.7501 - logits_profile_predictions_loss: 407.7752 - logcount_predictions_loss: 539.7869 17/2423 [..............................] - ETA: 19:16 - loss: 5353.1514 - logits_profile_predictions_loss: 407.1060 - logcount_predictions_loss: 520.6364 18/2423 [..............................] - ETA: 19:15 - loss: 5184.5017 - logits_profile_predictions_loss: 406.4161 - logcount_predictions_loss: 502.9564 19/2423 [..............................] - ETA: 19:14 - loss: 5028.2985 - logits_profile_predictions_loss: 405.7769 - logcount_predictions_loss: 486.5813 20/2423 [..............................] - ETA: 19:14 - loss: 4883.3460 - logits_profile_predictions_loss: 405.3379 - logcount_predictions_loss: 471.3693 21/2423 [..............................] - ETA: 19:13 - loss: 4748.3236 - logits_profile_predictions_loss: 404.9638 - logcount_predictions_loss: 457.1958 22/2423 [..............................] - ETA: 19:13 - loss: 4622.3611 - logits_profile_predictions_loss: 404.7812 - logcount_predictions_loss: 443.9558 23/2423 [..............................] - ETA: 19:12 - loss: 4504.4587 - logits_profile_predictions_loss: 404.6703 - logcount_predictions_loss: 431.5567 24/2423 [..............................] - ETA: 19:12 - loss: 4393.8148 - logits_profile_predictions_loss: 404.5952 - logcount_predictions_loss: 419.9179 25/2423 [..............................] - ETA: 19:11 - loss: 4289.5996 - logits_profile_predictions_loss: 404.4033 - logcount_predictions_loss: 408.9681 26/2423 [..............................] - ETA: 19:10 - loss: 4191.2620 - logits_profile_predictions_loss: 404.1251 - logcount_predictions_loss: 398.6460 27/2423 [..............................] - ETA: 19:10 - loss: 4098.4461 - logits_profile_predictions_loss: 403.9140 - logcount_predictions_loss: 388.8982 28/2423 [..............................] - ETA: 19:09 - loss: 4010.5724 - logits_profile_predictions_loss: 403.6578 - logcount_predictions_loss: 379.6753 29/2423 [..............................] - ETA: 19:09 - loss: 3927.2545 - logits_profile_predictions_loss: 403.3758 - logcount_predictions_loss: 370.9346 30/2423 [..............................] - ETA: 19:08 - loss: 3848.1770 - logits_profile_predictions_loss: 403.1132 - logcount_predictions_loss: 362.6383 31/2423 [..............................] - ETA: 19:08 - loss: 3772.9686 - logits_profile_predictions_loss: 402.8302 - logcount_predictions_loss: 354.7515 32/2423 [..............................] - ETA: 19:07 - loss: 3701.3833 - logits_profile_predictions_loss: 402.5680 - logcount_predictions_loss: 347.2438 33/2423 [..............................] - ETA: 19:07 - loss: 3633.1000 - logits_profile_predictions_loss: 402.2758 - logcount_predictions_loss: 340.0868 34/2423 [..............................] - ETA: 19:06 - loss: 3567.8958 - logits_profile_predictions_loss: 401.9668 - logcount_predictions_loss: 333.2557 35/2423 [..............................] - ETA: 19:06 - loss: 3505.6088 - logits_profile_predictions_loss: 401.6908 - logcount_predictions_loss: 326.7283 36/2423 [..............................] - ETA: 19:05 - loss: 3446.0397 - logits_profile_predictions_loss: 401.4443 - logcount_predictions_loss: 320.4838 37/2423 [..............................] - ETA: 19:05 - loss: 3388.9757 - logits_profile_predictions_loss: 401.1940 - logcount_predictions_loss: 314.5034 38/2423 [..............................] 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ETA: 16:47 - loss: 968.5895 - logits_profile_predictions_loss: 393.3080 - logcount_predictions_loss: 60.5560 330/2423 [===>..........................] - ETA: 16:46 - loss: 967.1970 - logits_profile_predictions_loss: 393.3013 - logcount_predictions_loss: 60.4101 331/2423 [===>..........................] - ETA: 16:46 - loss: 965.8118 - logits_profile_predictions_loss: 393.2946 - logcount_predictions_loss: 60.2650 332/2423 [===>..........................] - ETA: 16:45 - loss: 964.4346 - logits_profile_predictions_loss: 393.2884 - logcount_predictions_loss: 60.1207 333/2423 [===>..........................] - ETA: 16:45 - loss: 963.0654 - logits_profile_predictions_loss: 393.2829 - logcount_predictions_loss: 59.9771 334/2423 [===>..........................] - ETA: 16:44 - loss: 961.7029 - logits_profile_predictions_loss: 393.2769 - logcount_predictions_loss: 59.8344 335/2423 [===>..........................] - ETA: 16:44 - loss: 960.3483 - logits_profile_predictions_loss: 393.2716 - 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ETA: 16:40 - loss: 951.0671 - logits_profile_predictions_loss: 393.2386 - logcount_predictions_loss: 58.7188 343/2423 [===>..........................] - ETA: 16:40 - loss: 949.7677 - logits_profile_predictions_loss: 393.2331 - logcount_predictions_loss: 58.5826 344/2423 [===>..........................] - ETA: 16:39 - loss: 948.4755 - logits_profile_predictions_loss: 393.2281 - logcount_predictions_loss: 58.4471 345/2423 [===>..........................] - ETA: 16:39 - loss: 947.1899 - logits_profile_predictions_loss: 393.2231 - logcount_predictions_loss: 58.3123 346/2423 [===>..........................] - ETA: 16:38 - loss: 945.9109 - logits_profile_predictions_loss: 393.2180 - logcount_predictions_loss: 58.1782 347/2423 [===>..........................] - ETA: 16:38 - loss: 944.6383 - logits_profile_predictions_loss: 393.2129 - logcount_predictions_loss: 58.0448 348/2423 [===>..........................] - ETA: 16:37 - loss: 943.3722 - logits_profile_predictions_loss: 393.2078 - logcount_predictions_loss: 57.9121 349/2423 [===>..........................] - ETA: 16:37 - loss: 942.1123 - logits_profile_predictions_loss: 393.2025 - logcount_predictions_loss: 57.7800 350/2423 [===>..........................] - ETA: 16:36 - loss: 940.8585 - logits_profile_predictions_loss: 393.1970 - logcount_predictions_loss: 57.6486 351/2423 [===>..........................] - ETA: 16:36 - loss: 939.6113 - logits_profile_predictions_loss: 393.1917 - logcount_predictions_loss: 57.5179 352/2423 [===>..........................] - ETA: 16:35 - loss: 938.3702 - logits_profile_predictions_loss: 393.1863 - logcount_predictions_loss: 57.3878 353/2423 [===>..........................] - ETA: 16:35 - loss: 937.1354 - logits_profile_predictions_loss: 393.1809 - logcount_predictions_loss: 57.2584 354/2423 [===>..........................] - ETA: 16:35 - loss: 935.9063 - logits_profile_predictions_loss: 393.1752 - logcount_predictions_loss: 57.1296 355/2423 [===>..........................] - ETA: 16:34 - loss: 934.6833 - logits_profile_predictions_loss: 393.1694 - logcount_predictions_loss: 57.0015 356/2423 [===>..........................] - ETA: 16:34 - loss: 933.4668 - logits_profile_predictions_loss: 393.1640 - logcount_predictions_loss: 56.8740 357/2423 [===>..........................] - ETA: 16:33 - loss: 932.2567 - logits_profile_predictions_loss: 393.1589 - logcount_predictions_loss: 56.7472 358/2423 [===>..........................] - ETA: 16:33 - loss: 931.0524 - logits_profile_predictions_loss: 393.1537 - logcount_predictions_loss: 56.6210 359/2423 [===>..........................] - ETA: 16:32 - loss: 929.8540 - logits_profile_predictions_loss: 393.1484 - logcount_predictions_loss: 56.4954 360/2423 [===>..........................] - ETA: 16:32 - loss: 928.6620 - logits_profile_predictions_loss: 393.1437 - logcount_predictions_loss: 56.3704 361/2423 [===>..........................] - ETA: 16:31 - loss: 927.4762 - logits_profile_predictions_loss: 393.1391 - logcount_predictions_loss: 56.2460 362/2423 [===>..........................] - ETA: 16:31 - loss: 926.2955 - logits_profile_predictions_loss: 393.1341 - logcount_predictions_loss: 56.1223 363/2423 [===>..........................] - ETA: 16:30 - loss: 925.1206 - logits_profile_predictions_loss: 393.1290 - logcount_predictions_loss: 55.9992 364/2423 [===>..........................] - ETA: 16:41 - loss: 923.9523 - logits_profile_predictions_loss: 393.1244 - logcount_predictions_loss: 55.8767 365/2423 [===>..........................] - ETA: 16:41 - loss: 922.7896 - logits_profile_predictions_loss: 393.1198 - logcount_predictions_loss: 55.7548 366/2423 [===>..........................] - ETA: 16:40 - loss: 921.6327 - logits_profile_predictions_loss: 393.1153 - logcount_predictions_loss: 55.6334 367/2423 [===>..........................] - ETA: 16:40 - loss: 920.4811 - logits_profile_predictions_loss: 393.1107 - logcount_predictions_loss: 55.5127 368/2423 [===>..........................] - ETA: 16:39 - loss: 919.3353 - logits_profile_predictions_loss: 393.1062 - logcount_predictions_loss: 55.3926 369/2423 [===>..........................] - ETA: 16:39 - loss: 918.1943 - logits_profile_predictions_loss: 393.1011 - logcount_predictions_loss: 55.2730 370/2423 [===>..........................] - ETA: 16:38 - loss: 917.0594 - logits_profile_predictions_loss: 393.0967 - logcount_predictions_loss: 55.1540 371/2423 [===>..........................] - ETA: 16:38 - loss: 915.9296 - logits_profile_predictions_loss: 393.0919 - logcount_predictions_loss: 55.0356 372/2423 [===>..........................] - ETA: 16:37 - loss: 914.8049 - logits_profile_predictions_loss: 393.0869 - logcount_predictions_loss: 54.9177 373/2423 [===>..........................] - ETA: 16:37 - loss: 913.6851 - logits_profile_predictions_loss: 393.0816 - logcount_predictions_loss: 54.8004 374/2423 [===>..........................] - ETA: 16:36 - loss: 912.5708 - logits_profile_predictions_loss: 393.0765 - 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ETA: 16:33 - loss: 904.9116 - logits_profile_predictions_loss: 393.0374 - logcount_predictions_loss: 53.8815 382/2423 [===>..........................] - ETA: 16:32 - loss: 903.8372 - logits_profile_predictions_loss: 393.0315 - logcount_predictions_loss: 53.7691 383/2423 [===>..........................] - ETA: 16:31 - loss: 902.7678 - logits_profile_predictions_loss: 393.0255 - logcount_predictions_loss: 53.6571 384/2423 [===>..........................] - ETA: 16:31 - loss: 901.7034 - logits_profile_predictions_loss: 393.0197 - logcount_predictions_loss: 53.5457 385/2423 [===>..........................] - ETA: 16:30 - loss: 900.6439 - logits_profile_predictions_loss: 393.0140 - logcount_predictions_loss: 53.4348 386/2423 [===>..........................] - ETA: 16:30 - loss: 899.5892 - logits_profile_predictions_loss: 393.0082 - logcount_predictions_loss: 53.3244 387/2423 [===>..........................] - ETA: 16:29 - loss: 898.5397 - logits_profile_predictions_loss: 393.0028 - 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ETA: 16:26 - loss: 891.3214 - logits_profile_predictions_loss: 392.9620 - logcount_predictions_loss: 52.4589 395/2423 [===>..........................] - ETA: 16:25 - loss: 890.3085 - logits_profile_predictions_loss: 392.9561 - logcount_predictions_loss: 52.3529 396/2423 [===>..........................] - ETA: 16:25 - loss: 889.2996 - logits_profile_predictions_loss: 392.9498 - logcount_predictions_loss: 52.2474 397/2423 [===>..........................] - ETA: 16:24 - loss: 888.2950 - logits_profile_predictions_loss: 392.9433 - logcount_predictions_loss: 52.1423 398/2423 [===>..........................] - ETA: 16:24 - loss: 887.2947 - logits_profile_predictions_loss: 392.9366 - logcount_predictions_loss: 52.0377 399/2423 [===>..........................] - ETA: 16:23 - loss: 886.2985 - logits_profile_predictions_loss: 392.9297 - logcount_predictions_loss: 51.9336 400/2423 [===>..........................] - ETA: 16:23 - loss: 885.3065 - logits_profile_predictions_loss: 392.9225 - 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ETA: 16:19 - loss: 878.4842 - logits_profile_predictions_loss: 392.8749 - logcount_predictions_loss: 51.1168 408/2423 [====>.........................] - ETA: 16:19 - loss: 877.5269 - logits_profile_predictions_loss: 392.8686 - logcount_predictions_loss: 51.0167 409/2423 [====>.........................] - ETA: 16:18 - loss: 876.5738 - logits_profile_predictions_loss: 392.8624 - logcount_predictions_loss: 50.9170 410/2423 [====>.........................] - ETA: 16:18 - loss: 875.6251 - logits_profile_predictions_loss: 392.8566 - logcount_predictions_loss: 50.8178 411/2423 [====>.........................] - ETA: 16:17 - loss: 874.6802 - logits_profile_predictions_loss: 392.8505 - logcount_predictions_loss: 50.7190 412/2423 [====>.........................] - ETA: 16:17 - loss: 873.7397 - logits_profile_predictions_loss: 392.8447 - logcount_predictions_loss: 50.6206 413/2423 [====>.........................] - ETA: 16:16 - loss: 872.8030 - logits_profile_predictions_loss: 392.8388 - logcount_predictions_loss: 50.5226 414/2423 [====>.........................] - ETA: 16:16 - loss: 871.8702 - logits_profile_predictions_loss: 392.8328 - logcount_predictions_loss: 50.4250 415/2423 [====>.........................] - ETA: 16:15 - loss: 870.9411 - logits_profile_predictions_loss: 392.8265 - logcount_predictions_loss: 50.3279 416/2423 [====>.........................] - ETA: 16:15 - loss: 870.0162 - logits_profile_predictions_loss: 392.8206 - logcount_predictions_loss: 50.2312 417/2423 [====>.........................] - ETA: 16:14 - loss: 869.0954 - logits_profile_predictions_loss: 392.8148 - logcount_predictions_loss: 50.1348 418/2423 [====>.........................] - ETA: 16:13 - loss: 868.1786 - logits_profile_predictions_loss: 392.8091 - logcount_predictions_loss: 50.0389 419/2423 [====>.........................] - ETA: 16:13 - loss: 867.2652 - logits_profile_predictions_loss: 392.8031 - logcount_predictions_loss: 49.9434 420/2423 [====>.........................] - ETA: 16:12 - loss: 866.3557 - logits_profile_predictions_loss: 392.7971 - logcount_predictions_loss: 49.8483 421/2423 [====>.........................] - ETA: 16:12 - loss: 865.4500 - logits_profile_predictions_loss: 392.7911 - logcount_predictions_loss: 49.7536 422/2423 [====>.........................] - ETA: 16:11 - loss: 864.5481 - logits_profile_predictions_loss: 392.7852 - logcount_predictions_loss: 49.6593 423/2423 [====>.........................] - ETA: 16:11 - loss: 863.6500 - logits_profile_predictions_loss: 392.7793 - logcount_predictions_loss: 49.5654 424/2423 [====>.........................] - ETA: 16:10 - loss: 862.7555 - logits_profile_predictions_loss: 392.7732 - logcount_predictions_loss: 49.4719 425/2423 [====>.........................] - ETA: 16:10 - loss: 861.8646 - logits_profile_predictions_loss: 392.7671 - logcount_predictions_loss: 49.3787 426/2423 [====>.........................] - ETA: 16:09 - loss: 860.9772 - logits_profile_predictions_loss: 392.7608 - logcount_predictions_loss: 49.2860 427/2423 [====>.........................] - ETA: 16:09 - loss: 860.0934 - logits_profile_predictions_loss: 392.7545 - logcount_predictions_loss: 49.1936 428/2423 [====>.........................] - ETA: 16:08 - loss: 859.2135 - logits_profile_predictions_loss: 392.7484 - logcount_predictions_loss: 49.1016 429/2423 [====>.........................] - ETA: 16:08 - loss: 858.3367 - logits_profile_predictions_loss: 392.7419 - logcount_predictions_loss: 49.0100 430/2423 [====>.........................] - ETA: 16:07 - loss: 857.4635 - logits_profile_predictions_loss: 392.7353 - logcount_predictions_loss: 48.9188 431/2423 [====>.........................] - ETA: 16:07 - loss: 856.5938 - logits_profile_predictions_loss: 392.7287 - logcount_predictions_loss: 48.8279 432/2423 [====>.........................] - ETA: 16:06 - loss: 855.7281 - logits_profile_predictions_loss: 392.7226 - logcount_predictions_loss: 48.7375 433/2423 [====>.........................] - ETA: 16:06 - loss: 854.8654 - logits_profile_predictions_loss: 392.7159 - logcount_predictions_loss: 48.6473 434/2423 [====>.........................] - ETA: 16:05 - loss: 854.0066 - logits_profile_predictions_loss: 392.7096 - logcount_predictions_loss: 48.5576 435/2423 [====>.........................] - ETA: 16:05 - loss: 853.1513 - logits_profile_predictions_loss: 392.7034 - logcount_predictions_loss: 48.4682 436/2423 [====>.........................] - ETA: 16:04 - loss: 852.2994 - logits_profile_predictions_loss: 392.6971 - logcount_predictions_loss: 48.3792 437/2423 [====>.........................] - ETA: 16:04 - loss: 851.4506 - logits_profile_predictions_loss: 392.6906 - logcount_predictions_loss: 48.2906 438/2423 [====>.........................] - ETA: 16:03 - loss: 850.6050 - logits_profile_predictions_loss: 392.6838 - logcount_predictions_loss: 48.2023 439/2423 [====>.........................] - ETA: 16:03 - loss: 849.7626 - logits_profile_predictions_loss: 392.6768 - logcount_predictions_loss: 48.1143 440/2423 [====>.........................] - ETA: 16:02 - loss: 848.9236 - logits_profile_predictions_loss: 392.6699 - logcount_predictions_loss: 48.0267 441/2423 [====>.........................] - ETA: 16:02 - loss: 848.0878 - logits_profile_predictions_loss: 392.6628 - logcount_predictions_loss: 47.9395 442/2423 [====>.........................] - ETA: 16:01 - loss: 847.2555 - logits_profile_predictions_loss: 392.6559 - logcount_predictions_loss: 47.8526 443/2423 [====>.........................] - ETA: 16:01 - loss: 846.4262 - logits_profile_predictions_loss: 392.6488 - logcount_predictions_loss: 47.7661 444/2423 [====>.........................] - ETA: 16:00 - loss: 845.5999 - logits_profile_predictions_loss: 392.6413 - logcount_predictions_loss: 47.6799 445/2423 [====>.........................] - ETA: 16:00 - loss: 844.7769 - logits_profile_predictions_loss: 392.6339 - logcount_predictions_loss: 47.5940 446/2423 [====>.........................] - ETA: 15:59 - loss: 843.9571 - logits_profile_predictions_loss: 392.6264 - logcount_predictions_loss: 47.5085 447/2423 [====>.........................] - ETA: 15:59 - loss: 843.1407 - logits_profile_predictions_loss: 392.6191 - logcount_predictions_loss: 47.4234 448/2423 [====>.........................] - ETA: 15:58 - loss: 842.3275 - logits_profile_predictions_loss: 392.6119 - logcount_predictions_loss: 47.3385 449/2423 [====>.........................] - ETA: 15:58 - loss: 841.5175 - logits_profile_predictions_loss: 392.6047 - logcount_predictions_loss: 47.2540 450/2423 [====>.........................] - ETA: 15:57 - loss: 840.7106 - logits_profile_predictions_loss: 392.5974 - logcount_predictions_loss: 47.1699 451/2423 [====>.........................] - ETA: 15:57 - loss: 839.9065 - logits_profile_predictions_loss: 392.5897 - logcount_predictions_loss: 47.0860 452/2423 [====>.........................] - ETA: 15:56 - loss: 839.1055 - logits_profile_predictions_loss: 392.5821 - logcount_predictions_loss: 47.0025 453/2423 [====>.........................] - ETA: 15:56 - loss: 838.3076 - logits_profile_predictions_loss: 392.5744 - logcount_predictions_loss: 46.9193 454/2423 [====>.........................] - ETA: 15:55 - loss: 837.5128 - logits_profile_predictions_loss: 392.5667 - logcount_predictions_loss: 46.8365 455/2423 [====>.........................] - ETA: 15:55 - loss: 836.7209 - logits_profile_predictions_loss: 392.5589 - logcount_predictions_loss: 46.7539 456/2423 [====>.........................] - ETA: 15:54 - loss: 835.9320 - logits_profile_predictions_loss: 392.5511 - logcount_predictions_loss: 46.6717 457/2423 [====>.........................] - ETA: 15:54 - loss: 835.1459 - logits_profile_predictions_loss: 392.5431 - logcount_predictions_loss: 46.5898 458/2423 [====>.........................] - ETA: 15:53 - loss: 834.3630 - logits_profile_predictions_loss: 392.5352 - logcount_predictions_loss: 46.5082 459/2423 [====>.........................] - 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[============================>.] - ETA: 11s - loss: 500.2018 - logits_profile_predictions_loss: 385.8966 - logcount_predictions_loss: 12.0321 2401/2423 [============================>.] - ETA: 10s - loss: 500.1600 - logits_profile_predictions_loss: 385.8942 - logcount_predictions_loss: 12.0280 2402/2423 [============================>.] - ETA: 10s - loss: 500.1183 - logits_profile_predictions_loss: 385.8917 - logcount_predictions_loss: 12.0239 2403/2423 [============================>.] - ETA: 9s - loss: 500.0766 - logits_profile_predictions_loss: 385.8893 - logcount_predictions_loss: 12.0197  2404/2423 [============================>.] - ETA: 9s - loss: 500.0349 - logits_profile_predictions_loss: 385.8868 - logcount_predictions_loss: 12.0156 2405/2423 [============================>.] - ETA: 8s - loss: 499.9932 - logits_profile_predictions_loss: 385.8844 - logcount_predictions_loss: 12.0115 2406/2423 [============================>.] - ETA: 8s - loss: 499.9516 - logits_profile_predictions_loss: 385.8819 - logcount_predictions_loss: 12.0073 2407/2423 [============================>.] - ETA: 7s - loss: 499.9100 - logits_profile_predictions_loss: 385.8795 - logcount_predictions_loss: 12.0032 2408/2423 [============================>.] - ETA: 7s - loss: 499.8684 - logits_profile_predictions_loss: 385.8770 - logcount_predictions_loss: 11.9991 2409/2423 [============================>.] - ETA: 6s - loss: 499.8269 - logits_profile_predictions_loss: 385.8746 - logcount_predictions_loss: 11.9950 2410/2423 [============================>.] - ETA: 6s - loss: 499.7854 - logits_profile_predictions_loss: 385.8722 - logcount_predictions_loss: 11.9909 2411/2423 [============================>.] - ETA: 5s - loss: 499.7439 - logits_profile_predictions_loss: 385.8697 - logcount_predictions_loss: 11.9868 2412/2423 [============================>.] - ETA: 5s - loss: 499.7025 - logits_profile_predictions_loss: 385.8673 - logcount_predictions_loss: 11.9827 2413/2423 [============================>.] - ETA: 4s - loss: 499.6611 - logits_profile_predictions_loss: 385.8649 - logcount_predictions_loss: 11.9786 2414/2423 [============================>.] - ETA: 4s - loss: 499.6198 - logits_profile_predictions_loss: 385.8625 - logcount_predictions_loss: 11.9745 2415/2423 [============================>.] - ETA: 3s - loss: 499.5784 - logits_profile_predictions_loss: 385.8601 - logcount_predictions_loss: 11.9704 2416/2423 [============================>.] - ETA: 3s - loss: 499.5371 - logits_profile_predictions_loss: 385.8577 - logcount_predictions_loss: 11.9663 2417/2423 [============================>.] - ETA: 2s - loss: 499.4959 - logits_profile_predictions_loss: 385.8553 - logcount_predictions_loss: 11.9622 2418/2423 [============================>.] - ETA: 2s - loss: 499.4546 - logits_profile_predictions_loss: 385.8529 - logcount_predictions_loss: 11.9581 2419/2423 [============================>.] - ETA: 1s - loss: 499.4134 - logits_profile_predictions_loss: 385.8505 - logcount_predictions_loss: 11.9540 2420/2423 [============================>.] - ETA: 1s - loss: 499.3723 - logits_profile_predictions_loss: 385.8481 - logcount_predictions_loss: 11.9499 2421/2423 [============================>.] - ETA: 0s - loss: 499.3311 - logits_profile_predictions_loss: 385.8457 - logcount_predictions_loss: 11.9458 2422/2423 [============================>.] - ETA: 0s - loss: 499.2900 - logits_profile_predictions_loss: 385.8433 - logcount_predictions_loss: 11.9418 2423/2423 [==============================] - ETA: 0s - loss: 499.2489 - logits_profile_predictions_loss: 385.8409 - logcount_predictions_loss: 11.9377 2423/2423 [==============================] - 1222s 501ms/step - loss: 499.2079 - logits_profile_predictions_loss: 385.8385 - logcount_predictions_loss: 11.9336 - val_loss: 374.4390 - val_logits_profile_predictions_loss: 371.7788 - val_logcount_predictions_loss: 0.2800 Epoch 00001: val_loss improved from inf to 374.43903, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 2/50 1/2423 [..............................] - ETA: 20:31 - loss: 340.5620 - logits_profile_predictions_loss: 337.3885 - logcount_predictions_loss: 0.3340 2/2423 [..............................] - ETA: 19:23 - loss: 354.3602 - logits_profile_predictions_loss: 351.3635 - logcount_predictions_loss: 0.3154 3/2423 [..............................] - ETA: 19:22 - loss: 360.4293 - logits_profile_predictions_loss: 357.3553 - logcount_predictions_loss: 0.3236 4/2423 [..............................] - ETA: 19:21 - loss: 361.5883 - logits_profile_predictions_loss: 358.5013 - logcount_predictions_loss: 0.3250 5/2423 [..............................] - ETA: 19:20 - loss: 363.9652 - logits_profile_predictions_loss: 360.8041 - logcount_predictions_loss: 0.3327 6/2423 [..............................] - ETA: 19:19 - loss: 366.9061 - logits_profile_predictions_loss: 363.6940 - logcount_predictions_loss: 0.3381 7/2423 [..............................] - ETA: 19:19 - loss: 369.1996 - logits_profile_predictions_loss: 365.9571 - logcount_predictions_loss: 0.3413 8/2423 [..............................] - ETA: 19:18 - loss: 369.8486 - logits_profile_predictions_loss: 366.5979 - logcount_predictions_loss: 0.3422 9/2423 [..............................] - ETA: 19:18 - loss: 370.2216 - logits_profile_predictions_loss: 366.9695 - logcount_predictions_loss: 0.3423 10/2423 [..............................] - ETA: 19:17 - loss: 369.9653 - logits_profile_predictions_loss: 366.7207 - logcount_predictions_loss: 0.3415 11/2423 [..............................] - ETA: 19:16 - loss: 370.0267 - logits_profile_predictions_loss: 366.7877 - logcount_predictions_loss: 0.3409 12/2423 [..............................] - ETA: 19:16 - loss: 370.1826 - logits_profile_predictions_loss: 366.9541 - logcount_predictions_loss: 0.3398 13/2423 [..............................] - ETA: 19:15 - loss: 370.3752 - logits_profile_predictions_loss: 367.1615 - logcount_predictions_loss: 0.3383 14/2423 [..............................] - ETA: 19:15 - loss: 370.8357 - logits_profile_predictions_loss: 367.6262 - logcount_predictions_loss: 0.3378 15/2423 [..............................] - ETA: 19:14 - loss: 371.1964 - logits_profile_predictions_loss: 367.9914 - logcount_predictions_loss: 0.3374 16/2423 [..............................] - ETA: 19:14 - loss: 371.5062 - logits_profile_predictions_loss: 368.3077 - logcount_predictions_loss: 0.3367 17/2423 [..............................] - ETA: 19:13 - loss: 371.6227 - logits_profile_predictions_loss: 368.4302 - logcount_predictions_loss: 0.3361 18/2423 [..............................] - ETA: 19:13 - loss: 371.7656 - logits_profile_predictions_loss: 368.5792 - logcount_predictions_loss: 0.3354 19/2423 [..............................] - ETA: 19:12 - loss: 371.8130 - logits_profile_predictions_loss: 368.6339 - logcount_predictions_loss: 0.3346 20/2423 [..............................] - ETA: 19:12 - loss: 371.9328 - logits_profile_predictions_loss: 368.7604 - logcount_predictions_loss: 0.3339 21/2423 [..............................] - ETA: 19:11 - loss: 372.0407 - logits_profile_predictions_loss: 368.8738 - logcount_predictions_loss: 0.3334 22/2423 [..............................] - ETA: 19:11 - loss: 372.1344 - logits_profile_predictions_loss: 368.9749 - logcount_predictions_loss: 0.3326 23/2423 [..............................] - ETA: 19:10 - loss: 372.1427 - logits_profile_predictions_loss: 368.9906 - logcount_predictions_loss: 0.3318 24/2423 [..............................] - ETA: 19:10 - loss: 372.1793 - logits_profile_predictions_loss: 369.0352 - logcount_predictions_loss: 0.3310 25/2423 [..............................] - ETA: 19:09 - loss: 372.2978 - logits_profile_predictions_loss: 369.1613 - logcount_predictions_loss: 0.3302 26/2423 [..............................] - ETA: 19:09 - loss: 372.3546 - logits_profile_predictions_loss: 369.2257 - logcount_predictions_loss: 0.3294 27/2423 [..............................] - ETA: 19:08 - loss: 372.3634 - logits_profile_predictions_loss: 369.2428 - logcount_predictions_loss: 0.3285 28/2423 [..............................] - ETA: 19:08 - loss: 372.3917 - logits_profile_predictions_loss: 369.2781 - logcount_predictions_loss: 0.3277 29/2423 [..............................] - ETA: 19:07 - loss: 372.4136 - logits_profile_predictions_loss: 369.3067 - logcount_predictions_loss: 0.3270 30/2423 [..............................] - ETA: 19:07 - loss: 372.4354 - logits_profile_predictions_loss: 369.3354 - logcount_predictions_loss: 0.3263 31/2423 [..............................] - ETA: 19:06 - loss: 372.4362 - logits_profile_predictions_loss: 369.3421 - logcount_predictions_loss: 0.3257 32/2423 [..............................] - ETA: 19:06 - loss: 372.3949 - logits_profile_predictions_loss: 369.3058 - logcount_predictions_loss: 0.3252 33/2423 [..............................] - ETA: 19:05 - loss: 372.3549 - logits_profile_predictions_loss: 369.2716 - logcount_predictions_loss: 0.3246 34/2423 [..............................] - ETA: 19:05 - loss: 372.3396 - logits_profile_predictions_loss: 369.2621 - logcount_predictions_loss: 0.3239 35/2423 [..............................] - ETA: 19:04 - loss: 372.2886 - logits_profile_predictions_loss: 369.2158 - logcount_predictions_loss: 0.3235 36/2423 [..............................] - ETA: 19:04 - loss: 372.2559 - logits_profile_predictions_loss: 369.1877 - logcount_predictions_loss: 0.3230 37/2423 [..............................] - ETA: 19:04 - loss: 372.2456 - logits_profile_predictions_loss: 369.1826 - logcount_predictions_loss: 0.3224 38/2423 [..............................] - ETA: 19:03 - loss: 372.2657 - logits_profile_predictions_loss: 369.2081 - logcount_predictions_loss: 0.3218 39/2423 [..............................] - ETA: 19:03 - loss: 372.2917 - logits_profile_predictions_loss: 369.2395 - logcount_predictions_loss: 0.3213 40/2423 [..............................] - ETA: 19:02 - loss: 372.3109 - logits_profile_predictions_loss: 369.2635 - logcount_predictions_loss: 0.3208 41/2423 [..............................] - ETA: 19:02 - loss: 372.3144 - logits_profile_predictions_loss: 369.2716 - logcount_predictions_loss: 0.3203 42/2423 [..............................] - ETA: 19:01 - loss: 372.3176 - logits_profile_predictions_loss: 369.2794 - logcount_predictions_loss: 0.3198 43/2423 [..............................] - ETA: 19:01 - loss: 372.2972 - logits_profile_predictions_loss: 369.2633 - logcount_predictions_loss: 0.3194 44/2423 [..............................] - ETA: 19:00 - loss: 372.2693 - logits_profile_predictions_loss: 369.2396 - logcount_predictions_loss: 0.3189 45/2423 [..............................] - ETA: 19:00 - loss: 372.2297 - logits_profile_predictions_loss: 369.2043 - logcount_predictions_loss: 0.3185 46/2423 [..............................] - ETA: 19:00 - loss: 372.1971 - logits_profile_predictions_loss: 369.1763 - logcount_predictions_loss: 0.3180 47/2423 [..............................] - ETA: 18:59 - loss: 372.1725 - logits_profile_predictions_loss: 369.1556 - logcount_predictions_loss: 0.3176 48/2423 [..............................] - ETA: 18:59 - loss: 372.1485 - logits_profile_predictions_loss: 369.1350 - logcount_predictions_loss: 0.3172 49/2423 [..............................] - ETA: 18:58 - loss: 372.1109 - logits_profile_predictions_loss: 369.1010 - logcount_predictions_loss: 0.3168 50/2423 [..............................] - ETA: 18:58 - loss: 372.0885 - logits_profile_predictions_loss: 369.0821 - logcount_predictions_loss: 0.3165 51/2423 [..............................] - ETA: 18:57 - loss: 372.0864 - logits_profile_predictions_loss: 369.0832 - logcount_predictions_loss: 0.3161 52/2423 [..............................] - ETA: 18:57 - loss: 372.0885 - logits_profile_predictions_loss: 369.0888 - logcount_predictions_loss: 0.3158 53/2423 [..............................] - ETA: 18:56 - loss: 372.0857 - logits_profile_predictions_loss: 369.0892 - logcount_predictions_loss: 0.3154 54/2423 [..............................] - ETA: 18:56 - loss: 372.0684 - logits_profile_predictions_loss: 369.0752 - logcount_predictions_loss: 0.3151 55/2423 [..............................] - ETA: 18:56 - loss: 372.0463 - logits_profile_predictions_loss: 369.0556 - logcount_predictions_loss: 0.3148 56/2423 [..............................] - ETA: 18:55 - loss: 372.0218 - logits_profile_predictions_loss: 369.0333 - logcount_predictions_loss: 0.3146 57/2423 [..............................] - ETA: 18:55 - loss: 372.0000 - logits_profile_predictions_loss: 369.0134 - logcount_predictions_loss: 0.3144 58/2423 [..............................] - ETA: 18:54 - loss: 371.9790 - logits_profile_predictions_loss: 368.9943 - logcount_predictions_loss: 0.3142 59/2423 [..............................] - ETA: 18:54 - loss: 371.9537 - logits_profile_predictions_loss: 368.9708 - logcount_predictions_loss: 0.3140 60/2423 [..............................] - ETA: 18:53 - loss: 371.9309 - logits_profile_predictions_loss: 368.9499 - logcount_predictions_loss: 0.3138 61/2423 [..............................] - ETA: 18:53 - loss: 371.9106 - logits_profile_predictions_loss: 368.9315 - logcount_predictions_loss: 0.3136 62/2423 [..............................] - ETA: 18:52 - loss: 371.8995 - logits_profile_predictions_loss: 368.9222 - logcount_predictions_loss: 0.3134 63/2423 [..............................] - ETA: 18:52 - loss: 371.8907 - logits_profile_predictions_loss: 368.9152 - logcount_predictions_loss: 0.3132 64/2423 [..............................] - ETA: 18:51 - loss: 371.8797 - logits_profile_predictions_loss: 368.9062 - logcount_predictions_loss: 0.3130 65/2423 [..............................] - ETA: 18:51 - loss: 371.8727 - logits_profile_predictions_loss: 368.9007 - logcount_predictions_loss: 0.3128 66/2423 [..............................] - ETA: 18:50 - loss: 371.8770 - logits_profile_predictions_loss: 368.9066 - logcount_predictions_loss: 0.3127 67/2423 [..............................] - ETA: 18:50 - loss: 371.8825 - logits_profile_predictions_loss: 368.9137 - logcount_predictions_loss: 0.3125 68/2423 [..............................] - ETA: 18:49 - loss: 371.8809 - logits_profile_predictions_loss: 368.9137 - logcount_predictions_loss: 0.3123 69/2423 [..............................] - ETA: 18:49 - loss: 371.8693 - logits_profile_predictions_loss: 368.9036 - logcount_predictions_loss: 0.3122 70/2423 [..............................] - ETA: 18:48 - loss: 371.8642 - logits_profile_predictions_loss: 368.9001 - logcount_predictions_loss: 0.3120 71/2423 [..............................] - ETA: 18:48 - loss: 371.8542 - logits_profile_predictions_loss: 368.8920 - logcount_predictions_loss: 0.3118 72/2423 [..............................] - ETA: 18:48 - loss: 371.8536 - logits_profile_predictions_loss: 368.8930 - logcount_predictions_loss: 0.3116 73/2423 [..............................] - ETA: 18:47 - loss: 371.8561 - logits_profile_predictions_loss: 368.8970 - logcount_predictions_loss: 0.3115 74/2423 [..............................] - ETA: 18:47 - loss: 371.8729 - logits_profile_predictions_loss: 368.9151 - logcount_predictions_loss: 0.3113 75/2423 [..............................] - ETA: 18:46 - loss: 371.8827 - logits_profile_predictions_loss: 368.9264 - logcount_predictions_loss: 0.3112 76/2423 [..............................] - ETA: 18:46 - loss: 371.8868 - logits_profile_predictions_loss: 368.9318 - logcount_predictions_loss: 0.3111 77/2423 [..............................] - ETA: 18:45 - loss: 371.8897 - logits_profile_predictions_loss: 368.9359 - logcount_predictions_loss: 0.3109 78/2423 [..............................] - ETA: 18:45 - loss: 371.8988 - logits_profile_predictions_loss: 368.9464 - logcount_predictions_loss: 0.3108 79/2423 [..............................] - ETA: 18:44 - loss: 371.9053 - logits_profile_predictions_loss: 368.9543 - logcount_predictions_loss: 0.3106 80/2423 [..............................] - ETA: 18:44 - loss: 371.9138 - logits_profile_predictions_loss: 368.9641 - logcount_predictions_loss: 0.3105 81/2423 [>.............................] - ETA: 18:43 - loss: 371.9255 - logits_profile_predictions_loss: 368.9770 - logcount_predictions_loss: 0.3104 82/2423 [>.............................] - ETA: 18:43 - loss: 371.9331 - logits_profile_predictions_loss: 368.9858 - logcount_predictions_loss: 0.3102 83/2423 [>.............................] - ETA: 18:42 - loss: 371.9413 - logits_profile_predictions_loss: 368.9953 - logcount_predictions_loss: 0.3101 84/2423 [>.............................] - ETA: 18:42 - loss: 371.9363 - logits_profile_predictions_loss: 368.9916 - logcount_predictions_loss: 0.3100 85/2423 [>.............................] - ETA: 18:41 - loss: 371.9402 - logits_profile_predictions_loss: 368.9969 - logcount_predictions_loss: 0.3098 86/2423 [>.............................] - ETA: 18:41 - loss: 371.9387 - logits_profile_predictions_loss: 368.9969 - logcount_predictions_loss: 0.3097 87/2423 [>.............................] - ETA: 18:41 - loss: 371.9373 - logits_profile_predictions_loss: 368.9969 - logcount_predictions_loss: 0.3095 88/2423 [>.............................] - ETA: 18:40 - loss: 371.9320 - logits_profile_predictions_loss: 368.9931 - logcount_predictions_loss: 0.3094 89/2423 [>.............................] - ETA: 18:40 - loss: 371.9311 - logits_profile_predictions_loss: 368.9937 - logcount_predictions_loss: 0.3092 90/2423 [>.............................] - ETA: 18:39 - loss: 371.9268 - logits_profile_predictions_loss: 368.9910 - logcount_predictions_loss: 0.3090 91/2423 [>.............................] - ETA: 18:39 - loss: 371.9218 - logits_profile_predictions_loss: 368.9874 - logcount_predictions_loss: 0.3089 92/2423 [>.............................] - ETA: 18:38 - loss: 371.9157 - logits_profile_predictions_loss: 368.9827 - logcount_predictions_loss: 0.3087 93/2423 [>.............................] - ETA: 18:38 - loss: 371.9030 - logits_profile_predictions_loss: 368.9715 - logcount_predictions_loss: 0.3086 94/2423 [>.............................] - ETA: 18:37 - loss: 371.8880 - logits_profile_predictions_loss: 368.9581 - logcount_predictions_loss: 0.3084 95/2423 [>.............................] - ETA: 18:37 - loss: 371.8760 - logits_profile_predictions_loss: 368.9477 - logcount_predictions_loss: 0.3082 96/2423 [>.............................] - ETA: 18:36 - loss: 371.8633 - logits_profile_predictions_loss: 368.9366 - logcount_predictions_loss: 0.3081 97/2423 [>.............................] - ETA: 18:36 - loss: 371.8515 - logits_profile_predictions_loss: 368.9263 - logcount_predictions_loss: 0.3079 98/2423 [>.............................] - ETA: 18:35 - loss: 371.8366 - logits_profile_predictions_loss: 368.9129 - logcount_predictions_loss: 0.3078 99/2423 [>.............................] - ETA: 18:35 - loss: 371.8258 - logits_profile_predictions_loss: 368.9036 - logcount_predictions_loss: 0.3076 100/2423 [>.............................] - ETA: 18:34 - loss: 371.8197 - logits_profile_predictions_loss: 368.8990 - logcount_predictions_loss: 0.3074 101/2423 [>.............................] - ETA: 18:34 - loss: 371.8089 - logits_profile_predictions_loss: 368.8897 - logcount_predictions_loss: 0.3073 102/2423 [>.............................] - ETA: 18:33 - loss: 371.7985 - logits_profile_predictions_loss: 368.8807 - logcount_predictions_loss: 0.3071 103/2423 [>.............................] - ETA: 18:33 - loss: 371.7865 - logits_profile_predictions_loss: 368.8699 - logcount_predictions_loss: 0.3070 104/2423 [>.............................] - ETA: 18:33 - loss: 371.7724 - logits_profile_predictions_loss: 368.8572 - logcount_predictions_loss: 0.3069 105/2423 [>.............................] - ETA: 18:32 - loss: 371.7571 - logits_profile_predictions_loss: 368.8432 - logcount_predictions_loss: 0.3067 106/2423 [>.............................] - ETA: 18:32 - loss: 371.7430 - logits_profile_predictions_loss: 368.8304 - logcount_predictions_loss: 0.3066 107/2423 [>.............................] - ETA: 18:31 - loss: 371.7296 - logits_profile_predictions_loss: 368.8184 - logcount_predictions_loss: 0.3064 108/2423 [>.............................] - ETA: 18:31 - loss: 371.7154 - logits_profile_predictions_loss: 368.8056 - logcount_predictions_loss: 0.3063 109/2423 [>.............................] - ETA: 18:31 - loss: 371.6971 - logits_profile_predictions_loss: 368.7887 - logcount_predictions_loss: 0.3062 110/2423 [>.............................] - ETA: 18:30 - loss: 371.6813 - logits_profile_predictions_loss: 368.7742 - logcount_predictions_loss: 0.3060 111/2423 [>.............................] - ETA: 18:30 - loss: 371.6675 - logits_profile_predictions_loss: 368.7617 - logcount_predictions_loss: 0.3059 112/2423 [>.............................] - ETA: 18:29 - loss: 371.6549 - logits_profile_predictions_loss: 368.7503 - logcount_predictions_loss: 0.3058 113/2423 [>.............................] - ETA: 18:29 - loss: 371.6413 - logits_profile_predictions_loss: 368.7379 - logcount_predictions_loss: 0.3056 114/2423 [>.............................] - ETA: 18:28 - loss: 371.6287 - logits_profile_predictions_loss: 368.7265 - logcount_predictions_loss: 0.3055 115/2423 [>.............................] - ETA: 18:28 - loss: 371.6157 - logits_profile_predictions_loss: 368.7147 - logcount_predictions_loss: 0.3054 116/2423 [>.............................] - ETA: 18:27 - loss: 371.6063 - logits_profile_predictions_loss: 368.7064 - logcount_predictions_loss: 0.3053 117/2423 [>.............................] - ETA: 18:27 - loss: 371.5979 - 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[============================>.] - ETA: 36s - loss: 371.9937 - logits_profile_predictions_loss: 369.2923 - logcount_predictions_loss: 0.2844 2348/2423 [============================>.] - ETA: 36s - loss: 371.9936 - logits_profile_predictions_loss: 369.2923 - logcount_predictions_loss: 0.2844 2349/2423 [============================>.] - ETA: 35s - loss: 371.9935 - logits_profile_predictions_loss: 369.2922 - logcount_predictions_loss: 0.2844 2350/2423 [============================>.] - ETA: 35s - loss: 371.9934 - logits_profile_predictions_loss: 369.2922 - logcount_predictions_loss: 0.2844 2351/2423 [============================>.] - ETA: 34s - loss: 371.9933 - logits_profile_predictions_loss: 369.2921 - logcount_predictions_loss: 0.2844 2352/2423 [============================>.] - ETA: 34s - loss: 371.9932 - logits_profile_predictions_loss: 369.2920 - logcount_predictions_loss: 0.2843 2353/2423 [============================>.] - ETA: 33s - loss: 371.9932 - 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[============================>.] - ETA: 30s - loss: 371.9926 - logits_profile_predictions_loss: 369.2917 - logcount_predictions_loss: 0.2843 2361/2423 [============================>.] - ETA: 29s - loss: 371.9925 - logits_profile_predictions_loss: 369.2916 - logcount_predictions_loss: 0.2843 2362/2423 [============================>.] - ETA: 29s - loss: 371.9925 - logits_profile_predictions_loss: 369.2916 - logcount_predictions_loss: 0.2843 2363/2423 [============================>.] - ETA: 28s - loss: 371.9924 - logits_profile_predictions_loss: 369.2915 - logcount_predictions_loss: 0.2843 2364/2423 [============================>.] - ETA: 28s - loss: 371.9923 - logits_profile_predictions_loss: 369.2915 - logcount_predictions_loss: 0.2843 2365/2423 [============================>.] - ETA: 27s - loss: 371.9922 - logits_profile_predictions_loss: 369.2914 - logcount_predictions_loss: 0.2843 2366/2423 [============================>.] - ETA: 27s - loss: 371.9922 - 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[============================>.] - ETA: 24s - loss: 371.9917 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2843 2374/2423 [============================>.] - ETA: 23s - loss: 371.9916 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2843 2375/2423 [============================>.] - ETA: 23s - loss: 371.9916 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2843 2376/2423 [============================>.] - ETA: 22s - loss: 371.9915 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2843 2377/2423 [============================>.] - ETA: 22s - loss: 371.9915 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2843 2378/2423 [============================>.] - ETA: 21s - loss: 371.9915 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2843 2379/2423 [============================>.] - ETA: 21s - loss: 371.9915 - 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[============================>.] - ETA: 17s - loss: 371.9913 - logits_profile_predictions_loss: 369.2912 - logcount_predictions_loss: 0.2842 2387/2423 [============================>.] - ETA: 17s - loss: 371.9913 - logits_profile_predictions_loss: 369.2912 - logcount_predictions_loss: 0.2842 2388/2423 [============================>.] - ETA: 16s - loss: 371.9913 - logits_profile_predictions_loss: 369.2912 - logcount_predictions_loss: 0.2842 2389/2423 [============================>.] - ETA: 16s - loss: 371.9913 - logits_profile_predictions_loss: 369.2912 - logcount_predictions_loss: 0.2842 2390/2423 [============================>.] - ETA: 15s - loss: 371.9913 - logits_profile_predictions_loss: 369.2912 - logcount_predictions_loss: 0.2842 2391/2423 [============================>.] - ETA: 15s - loss: 371.9912 - logits_profile_predictions_loss: 369.2912 - logcount_predictions_loss: 0.2842 2392/2423 [============================>.] - ETA: 14s - loss: 371.9912 - 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[============================>.] - ETA: 11s - loss: 371.9909 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842 2400/2423 [============================>.] - ETA: 11s - loss: 371.9908 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842 2401/2423 [============================>.] - ETA: 10s - loss: 371.9908 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842 2402/2423 [============================>.] - ETA: 10s - loss: 371.9908 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842 2403/2423 [============================>.] - ETA: 9s - loss: 371.9907 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842  2404/2423 [============================>.] - ETA: 9s - loss: 371.9907 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842 2405/2423 [============================>.] - ETA: 8s - loss: 371.9906 - logits_profile_predictions_loss: 369.2911 - logcount_predictions_loss: 0.2842 2406/2423 [============================>.] - ETA: 8s - loss: 371.9906 - logits_profile_predictions_loss: 369.2910 - logcount_predictions_loss: 0.2842 2407/2423 [============================>.] - ETA: 7s - loss: 371.9905 - logits_profile_predictions_loss: 369.2910 - logcount_predictions_loss: 0.2842 2408/2423 [============================>.] - ETA: 7s - loss: 371.9905 - logits_profile_predictions_loss: 369.2910 - logcount_predictions_loss: 0.2842 2409/2423 [============================>.] - ETA: 6s - loss: 371.9904 - logits_profile_predictions_loss: 369.2910 - logcount_predictions_loss: 0.2842 2410/2423 [============================>.] - ETA: 6s - loss: 371.9904 - logits_profile_predictions_loss: 369.2909 - logcount_predictions_loss: 0.2842 2411/2423 [============================>.] - ETA: 5s - loss: 371.9903 - logits_profile_predictions_loss: 369.2909 - logcount_predictions_loss: 0.2842 2412/2423 [============================>.] - ETA: 5s - 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2419/2423 [============================>.] - ETA: 1s - loss: 371.9898 - logits_profile_predictions_loss: 369.2906 - logcount_predictions_loss: 0.2841 2420/2423 [============================>.] - ETA: 1s - loss: 371.9897 - logits_profile_predictions_loss: 369.2906 - logcount_predictions_loss: 0.2841 2421/2423 [============================>.] - ETA: 0s - loss: 371.9896 - logits_profile_predictions_loss: 369.2905 - logcount_predictions_loss: 0.2841 2422/2423 [============================>.] - ETA: 0s - loss: 371.9895 - logits_profile_predictions_loss: 369.2904 - logcount_predictions_loss: 0.2841 2423/2423 [==============================] - ETA: 0s - loss: 371.9894 - logits_profile_predictions_loss: 369.2903 - logcount_predictions_loss: 0.2841 2423/2423 [==============================] - 1210s 500ms/step - loss: 371.9893 - logits_profile_predictions_loss: 369.2903 - logcount_predictions_loss: 0.2841 - val_loss: 370.7473 - val_logits_profile_predictions_loss: 368.4697 - val_logcount_predictions_loss: 0.2397 Epoch 00002: val_loss improved from 374.43903 to 370.74728, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 3/50 1/2423 [..............................] - ETA: 20:23 - loss: 332.8930 - logits_profile_predictions_loss: 330.8797 - logcount_predictions_loss: 0.2119 2/2423 [..............................] - ETA: 19:22 - loss: 353.1824 - logits_profile_predictions_loss: 350.9683 - logcount_predictions_loss: 0.2331 3/2423 [..............................] - ETA: 19:22 - loss: 355.4415 - logits_profile_predictions_loss: 353.2582 - logcount_predictions_loss: 0.2298 4/2423 [..............................] - ETA: 19:21 - loss: 362.2210 - logits_profile_predictions_loss: 360.0522 - logcount_predictions_loss: 0.2283 5/2423 [..............................] - ETA: 19:20 - loss: 366.7648 - logits_profile_predictions_loss: 364.6115 - logcount_predictions_loss: 0.2267 6/2423 [..............................] - ETA: 19:19 - loss: 369.0861 - logits_profile_predictions_loss: 366.9462 - logcount_predictions_loss: 0.2253 7/2423 [..............................] - ETA: 19:18 - loss: 370.4429 - logits_profile_predictions_loss: 368.3161 - logcount_predictions_loss: 0.2239 8/2423 [..............................] - ETA: 19:18 - loss: 371.1688 - logits_profile_predictions_loss: 369.0475 - logcount_predictions_loss: 0.2233 9/2423 [..............................] - ETA: 19:17 - loss: 371.3525 - logits_profile_predictions_loss: 369.2304 - logcount_predictions_loss: 0.2234 10/2423 [..............................] - ETA: 19:17 - loss: 371.5267 - logits_profile_predictions_loss: 369.4076 - logcount_predictions_loss: 0.2231 11/2423 [..............................] - ETA: 19:16 - loss: 371.3968 - logits_profile_predictions_loss: 369.2863 - logcount_predictions_loss: 0.2222 12/2423 [..............................] - ETA: 19:16 - loss: 371.5703 - logits_profile_predictions_loss: 369.4660 - logcount_predictions_loss: 0.2215 13/2423 [..............................] - ETA: 19:15 - loss: 371.6001 - logits_profile_predictions_loss: 369.4820 - logcount_predictions_loss: 0.2230 14/2423 [..............................] - ETA: 19:15 - loss: 371.7471 - logits_profile_predictions_loss: 369.6142 - logcount_predictions_loss: 0.2245 15/2423 [..............................] - ETA: 19:14 - loss: 371.6748 - logits_profile_predictions_loss: 369.5333 - logcount_predictions_loss: 0.2254 16/2423 [..............................] - ETA: 19:14 - loss: 371.7358 - logits_profile_predictions_loss: 369.5862 - logcount_predictions_loss: 0.2263 17/2423 [..............................] - ETA: 19:13 - loss: 371.8310 - logits_profile_predictions_loss: 369.6722 - logcount_predictions_loss: 0.2272 18/2423 [..............................] - ETA: 19:13 - loss: 371.7925 - logits_profile_predictions_loss: 369.6257 - logcount_predictions_loss: 0.2281 19/2423 [..............................] - ETA: 19:12 - loss: 371.7052 - logits_profile_predictions_loss: 369.5317 - logcount_predictions_loss: 0.2288 20/2423 [..............................] - ETA: 19:12 - loss: 371.6481 - logits_profile_predictions_loss: 369.4680 - logcount_predictions_loss: 0.2295 21/2423 [..............................] - ETA: 19:11 - loss: 371.7219 - logits_profile_predictions_loss: 369.5338 - logcount_predictions_loss: 0.2303 22/2423 [..............................] - ETA: 19:11 - loss: 371.8083 - logits_profile_predictions_loss: 369.6137 - logcount_predictions_loss: 0.2310 23/2423 [..............................] - ETA: 19:11 - loss: 371.9062 - logits_profile_predictions_loss: 369.7044 - logcount_predictions_loss: 0.2318 24/2423 [..............................] - ETA: 19:10 - loss: 371.8910 - logits_profile_predictions_loss: 369.6818 - logcount_predictions_loss: 0.2325 25/2423 [..............................] - ETA: 19:10 - loss: 371.8993 - logits_profile_predictions_loss: 369.6842 - logcount_predictions_loss: 0.2332 26/2423 [..............................] - ETA: 19:09 - loss: 371.8485 - logits_profile_predictions_loss: 369.6273 - logcount_predictions_loss: 0.2338 27/2423 [..............................] - ETA: 19:09 - loss: 371.8506 - logits_profile_predictions_loss: 369.6228 - logcount_predictions_loss: 0.2345 28/2423 [..............................] - ETA: 19:08 - loss: 371.8031 - logits_profile_predictions_loss: 369.5692 - logcount_predictions_loss: 0.2351 29/2423 [..............................] - ETA: 19:08 - loss: 371.8002 - logits_profile_predictions_loss: 369.5598 - logcount_predictions_loss: 0.2358 30/2423 [..............................] - ETA: 19:07 - loss: 371.8118 - logits_profile_predictions_loss: 369.5650 - logcount_predictions_loss: 0.2365 31/2423 [..............................] - ETA: 19:07 - loss: 371.8450 - logits_profile_predictions_loss: 369.5924 - logcount_predictions_loss: 0.2371 32/2423 [..............................] - ETA: 19:06 - loss: 371.8664 - logits_profile_predictions_loss: 369.6085 - logcount_predictions_loss: 0.2377 33/2423 [..............................] - ETA: 19:06 - loss: 371.8939 - logits_profile_predictions_loss: 369.6313 - logcount_predictions_loss: 0.2382 34/2423 [..............................] - ETA: 19:05 - loss: 371.9595 - logits_profile_predictions_loss: 369.6931 - logcount_predictions_loss: 0.2386 35/2423 [..............................] - ETA: 19:05 - loss: 372.0476 - logits_profile_predictions_loss: 369.7779 - logcount_predictions_loss: 0.2389 36/2423 [..............................] - ETA: 19:05 - loss: 372.1121 - logits_profile_predictions_loss: 369.8392 - logcount_predictions_loss: 0.2393 37/2423 [..............................] - ETA: 19:04 - loss: 372.2181 - logits_profile_predictions_loss: 369.9411 - logcount_predictions_loss: 0.2397 38/2423 [..............................] - ETA: 19:04 - loss: 372.2822 - logits_profile_predictions_loss: 370.0016 - logcount_predictions_loss: 0.2401 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[==>...........................] - ETA: 16:54 - loss: 373.4958 - logits_profile_predictions_loss: 371.0559 - logcount_predictions_loss: 0.2568 313/2423 [==>...........................] - ETA: 16:53 - loss: 373.4879 - logits_profile_predictions_loss: 371.0479 - logcount_predictions_loss: 0.2568 314/2423 [==>...........................] - ETA: 16:53 - loss: 373.4799 - logits_profile_predictions_loss: 371.0399 - logcount_predictions_loss: 0.2569 315/2423 [==>...........................] - ETA: 16:52 - loss: 373.4718 - logits_profile_predictions_loss: 371.0317 - logcount_predictions_loss: 0.2569 316/2423 [==>...........................] - ETA: 16:52 - loss: 373.4640 - logits_profile_predictions_loss: 371.0238 - logcount_predictions_loss: 0.2569 317/2423 [==>...........................] - ETA: 16:51 - loss: 373.4558 - logits_profile_predictions_loss: 371.0156 - logcount_predictions_loss: 0.2569 318/2423 [==>...........................] - ETA: 16:51 - loss: 373.4483 - 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[===>..........................] - ETA: 16:35 - loss: 373.1658 - logits_profile_predictions_loss: 370.7227 - logcount_predictions_loss: 0.2572 352/2423 [===>..........................] - ETA: 16:34 - loss: 373.1569 - logits_profile_predictions_loss: 370.7137 - logcount_predictions_loss: 0.2572 353/2423 [===>..........................] - ETA: 16:34 - loss: 373.1480 - logits_profile_predictions_loss: 370.7047 - logcount_predictions_loss: 0.2572 354/2423 [===>..........................] - ETA: 16:34 - loss: 373.1389 - logits_profile_predictions_loss: 370.6956 - logcount_predictions_loss: 0.2572 355/2423 [===>..........................] - ETA: 16:33 - loss: 373.1301 - logits_profile_predictions_loss: 370.6866 - logcount_predictions_loss: 0.2572 356/2423 [===>..........................] - ETA: 16:33 - loss: 373.1212 - logits_profile_predictions_loss: 370.6777 - logcount_predictions_loss: 0.2572 357/2423 [===>..........................] - ETA: 16:32 - loss: 373.1122 - logits_profile_predictions_loss: 370.6685 - logcount_predictions_loss: 0.2572 358/2423 [===>..........................] - ETA: 16:32 - loss: 373.1035 - logits_profile_predictions_loss: 370.6598 - logcount_predictions_loss: 0.2572 359/2423 [===>..........................] - ETA: 16:31 - loss: 373.0949 - logits_profile_predictions_loss: 370.6511 - logcount_predictions_loss: 0.2572 360/2423 [===>..........................] - ETA: 16:31 - loss: 373.0866 - logits_profile_predictions_loss: 370.6428 - logcount_predictions_loss: 0.2573 361/2423 [===>..........................] - ETA: 16:30 - loss: 373.0785 - logits_profile_predictions_loss: 370.6345 - logcount_predictions_loss: 0.2573 362/2423 [===>..........................] - ETA: 16:30 - loss: 373.0703 - logits_profile_predictions_loss: 370.6263 - logcount_predictions_loss: 0.2573 363/2423 [===>..........................] - ETA: 16:29 - loss: 373.0622 - logits_profile_predictions_loss: 370.6181 - logcount_predictions_loss: 0.2573 364/2423 [===>..........................] - ETA: 16:29 - loss: 373.0539 - logits_profile_predictions_loss: 370.6097 - logcount_predictions_loss: 0.2573 365/2423 [===>..........................] - ETA: 16:28 - loss: 373.0455 - logits_profile_predictions_loss: 370.6012 - logcount_predictions_loss: 0.2573 366/2423 [===>..........................] - ETA: 16:28 - loss: 373.0369 - logits_profile_predictions_loss: 370.5926 - logcount_predictions_loss: 0.2573 367/2423 [===>..........................] - ETA: 16:27 - loss: 373.0285 - logits_profile_predictions_loss: 370.5841 - logcount_predictions_loss: 0.2573 368/2423 [===>..........................] - ETA: 16:27 - loss: 373.0201 - logits_profile_predictions_loss: 370.5756 - logcount_predictions_loss: 0.2573 369/2423 [===>..........................] - ETA: 16:26 - loss: 373.0119 - logits_profile_predictions_loss: 370.5673 - logcount_predictions_loss: 0.2573 370/2423 [===>..........................] - ETA: 16:26 - loss: 373.0037 - logits_profile_predictions_loss: 370.5590 - logcount_predictions_loss: 0.2573 371/2423 [===>..........................] - ETA: 16:25 - loss: 372.9952 - logits_profile_predictions_loss: 370.5505 - logcount_predictions_loss: 0.2574 372/2423 [===>..........................] - ETA: 16:25 - loss: 372.9872 - logits_profile_predictions_loss: 370.5423 - logcount_predictions_loss: 0.2574 373/2423 [===>..........................] - ETA: 16:24 - loss: 372.9793 - logits_profile_predictions_loss: 370.5344 - logcount_predictions_loss: 0.2574 374/2423 [===>..........................] - ETA: 16:24 - loss: 372.9717 - logits_profile_predictions_loss: 370.5266 - logcount_predictions_loss: 0.2574 375/2423 [===>..........................] - ETA: 16:24 - loss: 372.9639 - logits_profile_predictions_loss: 370.5188 - logcount_predictions_loss: 0.2574 376/2423 [===>..........................] - ETA: 16:23 - loss: 372.9561 - logits_profile_predictions_loss: 370.5109 - logcount_predictions_loss: 0.2574 377/2423 [===>..........................] - ETA: 16:23 - loss: 372.9483 - logits_profile_predictions_loss: 370.5030 - logcount_predictions_loss: 0.2574 378/2423 [===>..........................] - ETA: 16:22 - loss: 372.9403 - logits_profile_predictions_loss: 370.4949 - logcount_predictions_loss: 0.2574 379/2423 [===>..........................] - ETA: 16:22 - loss: 372.9324 - logits_profile_predictions_loss: 370.4870 - logcount_predictions_loss: 0.2574 380/2423 [===>..........................] - ETA: 16:21 - loss: 372.9246 - logits_profile_predictions_loss: 370.4791 - logcount_predictions_loss: 0.2574 381/2423 [===>..........................] - ETA: 16:21 - loss: 372.9169 - logits_profile_predictions_loss: 370.4714 - logcount_predictions_loss: 0.2574 382/2423 [===>..........................] - ETA: 16:20 - loss: 372.9092 - logits_profile_predictions_loss: 370.4636 - logcount_predictions_loss: 0.2574 383/2423 [===>..........................] - ETA: 16:20 - loss: 372.9016 - logits_profile_predictions_loss: 370.4560 - logcount_predictions_loss: 0.2574 384/2423 [===>..........................] - ETA: 16:19 - loss: 372.8941 - logits_profile_predictions_loss: 370.4484 - logcount_predictions_loss: 0.2574 385/2423 [===>..........................] - ETA: 16:19 - loss: 372.8864 - logits_profile_predictions_loss: 370.4406 - logcount_predictions_loss: 0.2575 386/2423 [===>..........................] - ETA: 16:18 - loss: 372.8782 - logits_profile_predictions_loss: 370.4324 - logcount_predictions_loss: 0.2575 387/2423 [===>..........................] - ETA: 16:18 - loss: 372.8703 - logits_profile_predictions_loss: 370.4244 - logcount_predictions_loss: 0.2575 388/2423 [===>..........................] - ETA: 16:17 - loss: 372.8622 - logits_profile_predictions_loss: 370.4163 - logcount_predictions_loss: 0.2575 389/2423 [===>..........................] - ETA: 16:17 - loss: 372.8542 - logits_profile_predictions_loss: 370.4082 - logcount_predictions_loss: 0.2575 390/2423 [===>..........................] - ETA: 16:16 - loss: 372.8463 - logits_profile_predictions_loss: 370.4003 - logcount_predictions_loss: 0.2575 391/2423 [===>..........................] - ETA: 16:16 - loss: 372.8385 - logits_profile_predictions_loss: 370.3925 - logcount_predictions_loss: 0.2575 392/2423 [===>..........................] - ETA: 16:15 - loss: 372.8307 - logits_profile_predictions_loss: 370.3846 - logcount_predictions_loss: 0.2575 393/2423 [===>..........................] - ETA: 16:15 - loss: 372.8227 - logits_profile_predictions_loss: 370.3767 - logcount_predictions_loss: 0.2575 394/2423 [===>..........................] - ETA: 16:14 - loss: 372.8149 - logits_profile_predictions_loss: 370.3688 - logcount_predictions_loss: 0.2575 395/2423 [===>..........................] - ETA: 16:14 - loss: 372.8073 - logits_profile_predictions_loss: 370.3611 - logcount_predictions_loss: 0.2575 396/2423 [===>..........................] - ETA: 16:14 - loss: 372.7993 - logits_profile_predictions_loss: 370.3531 - logcount_predictions_loss: 0.2575 397/2423 [===>..........................] - ETA: 16:13 - loss: 372.7914 - logits_profile_predictions_loss: 370.3453 - logcount_predictions_loss: 0.2575 398/2423 [===>..........................] - ETA: 16:13 - loss: 372.7834 - logits_profile_predictions_loss: 370.3372 - logcount_predictions_loss: 0.2575 399/2423 [===>..........................] - ETA: 16:12 - loss: 372.7752 - logits_profile_predictions_loss: 370.3290 - logcount_predictions_loss: 0.2575 400/2423 [===>..........................] - ETA: 16:12 - loss: 372.7666 - logits_profile_predictions_loss: 370.3204 - logcount_predictions_loss: 0.2575 401/2423 [===>..........................] - ETA: 16:11 - loss: 372.7580 - logits_profile_predictions_loss: 370.3118 - logcount_predictions_loss: 0.2575 402/2423 [===>..........................] - ETA: 16:11 - loss: 372.7494 - logits_profile_predictions_loss: 370.3032 - logcount_predictions_loss: 0.2575 403/2423 [===>..........................] - ETA: 16:10 - loss: 372.7410 - logits_profile_predictions_loss: 370.2948 - logcount_predictions_loss: 0.2575 404/2423 [====>.........................] - ETA: 16:10 - loss: 372.7326 - logits_profile_predictions_loss: 370.2865 - logcount_predictions_loss: 0.2575 405/2423 [====>.........................] - ETA: 16:09 - loss: 372.7241 - logits_profile_predictions_loss: 370.2779 - logcount_predictions_loss: 0.2575 406/2423 [====>.........................] - ETA: 16:09 - loss: 372.7158 - logits_profile_predictions_loss: 370.2697 - logcount_predictions_loss: 0.2575 407/2423 [====>.........................] - ETA: 16:08 - loss: 372.7078 - logits_profile_predictions_loss: 370.2617 - logcount_predictions_loss: 0.2575 408/2423 [====>.........................] - ETA: 16:08 - loss: 372.6998 - logits_profile_predictions_loss: 370.2536 - logcount_predictions_loss: 0.2575 409/2423 [====>.........................] - ETA: 16:07 - loss: 372.6918 - logits_profile_predictions_loss: 370.2457 - logcount_predictions_loss: 0.2575 410/2423 [====>.........................] - ETA: 16:07 - loss: 372.6841 - logits_profile_predictions_loss: 370.2380 - logcount_predictions_loss: 0.2575 411/2423 [====>.........................] - ETA: 16:06 - loss: 372.6762 - logits_profile_predictions_loss: 370.2301 - logcount_predictions_loss: 0.2575 412/2423 [====>.........................] - ETA: 16:06 - loss: 372.6685 - logits_profile_predictions_loss: 370.2224 - logcount_predictions_loss: 0.2575 413/2423 [====>.........................] - ETA: 16:05 - loss: 372.6606 - logits_profile_predictions_loss: 370.2146 - logcount_predictions_loss: 0.2575 414/2423 [====>.........................] - ETA: 16:05 - loss: 372.6529 - logits_profile_predictions_loss: 370.2068 - logcount_predictions_loss: 0.2575 415/2423 [====>.........................] - ETA: 16:04 - loss: 372.6451 - logits_profile_predictions_loss: 370.1990 - logcount_predictions_loss: 0.2575 416/2423 [====>.........................] - ETA: 16:04 - loss: 372.6372 - logits_profile_predictions_loss: 370.1911 - logcount_predictions_loss: 0.2575 417/2423 [====>.........................] - ETA: 16:04 - loss: 372.6295 - logits_profile_predictions_loss: 370.1835 - logcount_predictions_loss: 0.2575 418/2423 [====>.........................] - ETA: 16:03 - loss: 372.6219 - logits_profile_predictions_loss: 370.1759 - logcount_predictions_loss: 0.2575 419/2423 [====>.........................] - ETA: 16:03 - loss: 372.6143 - logits_profile_predictions_loss: 370.1683 - logcount_predictions_loss: 0.2575 420/2423 [====>.........................] - ETA: 16:02 - loss: 372.6068 - logits_profile_predictions_loss: 370.1608 - logcount_predictions_loss: 0.2575 421/2423 [====>.........................] - ETA: 16:02 - loss: 372.5993 - logits_profile_predictions_loss: 370.1534 - logcount_predictions_loss: 0.2575 422/2423 [====>.........................] - ETA: 16:01 - loss: 372.5918 - logits_profile_predictions_loss: 370.1458 - logcount_predictions_loss: 0.2575 423/2423 [====>.........................] - ETA: 16:01 - loss: 372.5843 - logits_profile_predictions_loss: 370.1384 - logcount_predictions_loss: 0.2575 424/2423 [====>.........................] - ETA: 16:00 - loss: 372.5770 - logits_profile_predictions_loss: 370.1311 - logcount_predictions_loss: 0.2575 425/2423 [====>.........................] - ETA: 16:00 - loss: 372.5699 - logits_profile_predictions_loss: 370.1240 - logcount_predictions_loss: 0.2575 426/2423 [====>.........................] - ETA: 15:59 - loss: 372.5624 - logits_profile_predictions_loss: 370.1165 - logcount_predictions_loss: 0.2575 427/2423 [====>.........................] - ETA: 15:59 - loss: 372.5549 - logits_profile_predictions_loss: 370.1090 - logcount_predictions_loss: 0.2575 428/2423 [====>.........................] - ETA: 15:58 - loss: 372.5475 - logits_profile_predictions_loss: 370.1017 - logcount_predictions_loss: 0.2575 429/2423 [====>.........................] - ETA: 15:58 - loss: 372.5404 - logits_profile_predictions_loss: 370.0946 - logcount_predictions_loss: 0.2575 430/2423 [====>.........................] - ETA: 15:57 - loss: 372.5329 - logits_profile_predictions_loss: 370.0871 - logcount_predictions_loss: 0.2575 431/2423 [====>.........................] - ETA: 15:57 - loss: 372.5253 - logits_profile_predictions_loss: 370.0795 - logcount_predictions_loss: 0.2575 432/2423 [====>.........................] - ETA: 15:56 - loss: 372.5175 - logits_profile_predictions_loss: 370.0717 - logcount_predictions_loss: 0.2575 433/2423 [====>.........................] - ETA: 15:56 - loss: 372.5099 - logits_profile_predictions_loss: 370.0642 - logcount_predictions_loss: 0.2575 434/2423 [====>.........................] - ETA: 15:55 - loss: 372.5026 - logits_profile_predictions_loss: 370.0569 - logcount_predictions_loss: 0.2574 435/2423 [====>.........................] - ETA: 15:55 - loss: 372.4952 - logits_profile_predictions_loss: 370.0495 - logcount_predictions_loss: 0.2574 436/2423 [====>.........................] - ETA: 15:54 - loss: 372.4879 - logits_profile_predictions_loss: 370.0423 - logcount_predictions_loss: 0.2574 437/2423 [====>.........................] - ETA: 15:54 - loss: 372.4809 - logits_profile_predictions_loss: 370.0352 - logcount_predictions_loss: 0.2574 438/2423 [====>.........................] - ETA: 15:53 - loss: 372.4738 - logits_profile_predictions_loss: 370.0282 - logcount_predictions_loss: 0.2574 439/2423 [====>.........................] - ETA: 15:53 - loss: 372.4668 - logits_profile_predictions_loss: 370.0212 - logcount_predictions_loss: 0.2574 440/2423 [====>.........................] - ETA: 15:53 - loss: 372.4599 - logits_profile_predictions_loss: 370.0143 - logcount_predictions_loss: 0.2574 441/2423 [====>.........................] - ETA: 15:52 - loss: 372.4529 - logits_profile_predictions_loss: 370.0074 - logcount_predictions_loss: 0.2574 442/2423 [====>.........................] - ETA: 15:52 - loss: 372.4460 - logits_profile_predictions_loss: 370.0005 - logcount_predictions_loss: 0.2574 443/2423 [====>.........................] - ETA: 15:51 - loss: 372.4392 - logits_profile_predictions_loss: 369.9937 - logcount_predictions_loss: 0.2574 444/2423 [====>.........................] - ETA: 15:51 - loss: 372.4328 - logits_profile_predictions_loss: 369.9874 - logcount_predictions_loss: 0.2574 445/2423 [====>.........................] - ETA: 15:50 - loss: 372.4262 - logits_profile_predictions_loss: 369.9809 - logcount_predictions_loss: 0.2574 446/2423 [====>.........................] - ETA: 15:50 - loss: 372.4198 - logits_profile_predictions_loss: 369.9745 - logcount_predictions_loss: 0.2574 447/2423 [====>.........................] - ETA: 15:49 - loss: 372.4136 - logits_profile_predictions_loss: 369.9683 - logcount_predictions_loss: 0.2574 448/2423 [====>.........................] - ETA: 15:49 - loss: 372.4073 - logits_profile_predictions_loss: 369.9620 - logcount_predictions_loss: 0.2574 449/2423 [====>.........................] - ETA: 15:48 - loss: 372.4010 - logits_profile_predictions_loss: 369.9557 - logcount_predictions_loss: 0.2574 450/2423 [====>.........................] - ETA: 15:48 - loss: 372.3945 - logits_profile_predictions_loss: 369.9493 - logcount_predictions_loss: 0.2574 451/2423 [====>.........................] - ETA: 15:47 - loss: 372.3879 - logits_profile_predictions_loss: 369.9427 - logcount_predictions_loss: 0.2574 452/2423 [====>.........................] - ETA: 15:47 - loss: 372.3813 - logits_profile_predictions_loss: 369.9361 - logcount_predictions_loss: 0.2574 453/2423 [====>.........................] - ETA: 15:46 - loss: 372.3748 - logits_profile_predictions_loss: 369.9296 - logcount_predictions_loss: 0.2574 454/2423 [====>.........................] - ETA: 15:46 - loss: 372.3683 - logits_profile_predictions_loss: 369.9232 - logcount_predictions_loss: 0.2574 455/2423 [====>.........................] - ETA: 15:45 - loss: 372.3619 - logits_profile_predictions_loss: 369.9167 - logcount_predictions_loss: 0.2574 456/2423 [====>.........................] - ETA: 15:45 - loss: 372.3554 - logits_profile_predictions_loss: 369.9103 - logcount_predictions_loss: 0.2574 457/2423 [====>.........................] - ETA: 15:44 - loss: 372.3487 - logits_profile_predictions_loss: 369.9036 - logcount_predictions_loss: 0.2574 458/2423 [====>.........................] - ETA: 15:44 - loss: 372.3422 - logits_profile_predictions_loss: 369.8971 - logcount_predictions_loss: 0.2574 459/2423 [====>.........................] - ETA: 15:43 - loss: 372.3358 - logits_profile_predictions_loss: 369.8908 - logcount_predictions_loss: 0.2574 460/2423 [====>.........................] - ETA: 15:43 - loss: 372.3298 - logits_profile_predictions_loss: 369.8848 - logcount_predictions_loss: 0.2574 461/2423 [====>.........................] - ETA: 15:42 - loss: 372.3239 - 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367.1378 - logcount_predictions_loss: 0.2542 2412/2423 [============================>.] - ETA: 5s - loss: 369.5525 - logits_profile_predictions_loss: 367.1373 - logcount_predictions_loss: 0.2542 2413/2423 [============================>.] - ETA: 4s - loss: 369.5520 - logits_profile_predictions_loss: 367.1369 - logcount_predictions_loss: 0.2542 2414/2423 [============================>.] - ETA: 4s - loss: 369.5516 - logits_profile_predictions_loss: 367.1365 - logcount_predictions_loss: 0.2542 2415/2423 [============================>.] - ETA: 3s - loss: 369.5512 - logits_profile_predictions_loss: 367.1361 - logcount_predictions_loss: 0.2542 2416/2423 [============================>.] - ETA: 3s - loss: 369.5508 - logits_profile_predictions_loss: 367.1357 - logcount_predictions_loss: 0.2542 2417/2423 [============================>.] - ETA: 2s - loss: 369.5503 - logits_profile_predictions_loss: 367.1353 - logcount_predictions_loss: 0.2542 2418/2423 [============================>.] - ETA: 2s - loss: 369.5499 - logits_profile_predictions_loss: 367.1348 - logcount_predictions_loss: 0.2542 2419/2423 [============================>.] - ETA: 1s - loss: 369.5495 - logits_profile_predictions_loss: 367.1344 - logcount_predictions_loss: 0.2542 2420/2423 [============================>.] - ETA: 1s - loss: 369.5491 - logits_profile_predictions_loss: 367.1340 - logcount_predictions_loss: 0.2542 2421/2423 [============================>.] - ETA: 0s - loss: 369.5487 - logits_profile_predictions_loss: 367.1337 - logcount_predictions_loss: 0.2542 2422/2423 [============================>.] - ETA: 0s - loss: 369.5483 - logits_profile_predictions_loss: 367.1333 - logcount_predictions_loss: 0.2542 2423/2423 [==============================] - ETA: 0s - loss: 369.5478 - logits_profile_predictions_loss: 367.1328 - logcount_predictions_loss: 0.2542 2423/2423 [==============================] - 1210s 499ms/step - loss: 369.5474 - logits_profile_predictions_loss: 367.1324 - logcount_predictions_loss: 0.2542 - val_loss: 370.9622 - val_logits_profile_predictions_loss: 368.8489 - val_logcount_predictions_loss: 0.2225 Epoch 00003: val_loss did not improve from 370.74728 Epoch 4/50 1/2423 [..............................] - ETA: 20:22 - loss: 351.6070 - logits_profile_predictions_loss: 349.0676 - logcount_predictions_loss: 0.2673 2/2423 [..............................] - ETA: 19:22 - loss: 351.4973 - logits_profile_predictions_loss: 349.0438 - logcount_predictions_loss: 0.2583 3/2423 [..............................] - ETA: 19:22 - loss: 351.8055 - logits_profile_predictions_loss: 349.3750 - logcount_predictions_loss: 0.2558 4/2423 [..............................] - ETA: 19:21 - loss: 355.0282 - logits_profile_predictions_loss: 352.6184 - logcount_predictions_loss: 0.2537 5/2423 [..............................] - ETA: 19:20 - loss: 359.1408 - logits_profile_predictions_loss: 356.7431 - logcount_predictions_loss: 0.2524 6/2423 [..............................] - ETA: 19:19 - loss: 362.6193 - logits_profile_predictions_loss: 360.2418 - logcount_predictions_loss: 0.2503 7/2423 [..............................] - ETA: 19:19 - loss: 364.6998 - logits_profile_predictions_loss: 362.3518 - logcount_predictions_loss: 0.2472 8/2423 [..............................] - ETA: 19:18 - loss: 365.5822 - logits_profile_predictions_loss: 363.2485 - logcount_predictions_loss: 0.2457 9/2423 [..............................] - ETA: 19:17 - loss: 366.0451 - logits_profile_predictions_loss: 363.7203 - logcount_predictions_loss: 0.2447 10/2423 [..............................] - ETA: 19:17 - loss: 365.9596 - logits_profile_predictions_loss: 363.6491 - logcount_predictions_loss: 0.2432 11/2423 [..............................] - ETA: 19:16 - loss: 366.4877 - logits_profile_predictions_loss: 364.1703 - logcount_predictions_loss: 0.2439 12/2423 [..............................] - ETA: 19:16 - loss: 367.2826 - logits_profile_predictions_loss: 364.9527 - logcount_predictions_loss: 0.2453 13/2423 [..............................] - ETA: 19:15 - loss: 368.0872 - logits_profile_predictions_loss: 365.7449 - logcount_predictions_loss: 0.2466 14/2423 [..............................] - ETA: 19:15 - loss: 368.8391 - logits_profile_predictions_loss: 366.4867 - logcount_predictions_loss: 0.2476 15/2423 [..............................] - ETA: 19:14 - loss: 369.1610 - logits_profile_predictions_loss: 366.7905 - logcount_predictions_loss: 0.2495 16/2423 [..............................] - ETA: 19:14 - loss: 369.4276 - logits_profile_predictions_loss: 367.0391 - logcount_predictions_loss: 0.2514 17/2423 [..............................] - ETA: 19:13 - loss: 369.6679 - logits_profile_predictions_loss: 367.2657 - logcount_predictions_loss: 0.2529 18/2423 [..............................] - ETA: 19:13 - loss: 369.8707 - logits_profile_predictions_loss: 367.4593 - logcount_predictions_loss: 0.2538 19/2423 [..............................] - ETA: 19:12 - loss: 369.9197 - logits_profile_predictions_loss: 367.5022 - logcount_predictions_loss: 0.2545 20/2423 [..............................] - ETA: 19:12 - loss: 369.9102 - logits_profile_predictions_loss: 367.4896 - logcount_predictions_loss: 0.2548 21/2423 [..............................] - ETA: 19:11 - loss: 369.9021 - logits_profile_predictions_loss: 367.4793 - logcount_predictions_loss: 0.2550 22/2423 [..............................] - ETA: 19:11 - loss: 369.8811 - logits_profile_predictions_loss: 367.4542 - logcount_predictions_loss: 0.2555 23/2423 [..............................] - ETA: 19:10 - loss: 369.7977 - logits_profile_predictions_loss: 367.3666 - logcount_predictions_loss: 0.2559 24/2423 [..............................] - ETA: 19:10 - loss: 369.6546 - logits_profile_predictions_loss: 367.2204 - logcount_predictions_loss: 0.2562 25/2423 [..............................] - ETA: 19:09 - loss: 369.4905 - logits_profile_predictions_loss: 367.0548 - logcount_predictions_loss: 0.2564 26/2423 [..............................] - ETA: 19:09 - loss: 369.4551 - logits_profile_predictions_loss: 367.0180 - logcount_predictions_loss: 0.2565 27/2423 [..............................] - ETA: 19:08 - loss: 369.3860 - logits_profile_predictions_loss: 366.9482 - logcount_predictions_loss: 0.2566 28/2423 [..............................] - ETA: 19:08 - loss: 369.3749 - logits_profile_predictions_loss: 366.9354 - logcount_predictions_loss: 0.2568 29/2423 [..............................] - ETA: 19:07 - loss: 369.3803 - logits_profile_predictions_loss: 366.9398 - logcount_predictions_loss: 0.2569 30/2423 [..............................] - ETA: 19:07 - loss: 369.4053 - logits_profile_predictions_loss: 366.9639 - logcount_predictions_loss: 0.2570 31/2423 [..............................] - ETA: 19:06 - loss: 369.3579 - logits_profile_predictions_loss: 366.9164 - logcount_predictions_loss: 0.2570 32/2423 [..............................] - ETA: 19:06 - loss: 369.2753 - logits_profile_predictions_loss: 366.8348 - logcount_predictions_loss: 0.2569 33/2423 [..............................] - ETA: 19:05 - loss: 369.1695 - logits_profile_predictions_loss: 366.7305 - logcount_predictions_loss: 0.2567 34/2423 [..............................] - ETA: 19:05 - loss: 369.0479 - logits_profile_predictions_loss: 366.6084 - logcount_predictions_loss: 0.2568 35/2423 [..............................] - ETA: 19:04 - loss: 368.9361 - logits_profile_predictions_loss: 366.4971 - logcount_predictions_loss: 0.2567 36/2423 [..............................] - ETA: 19:04 - loss: 368.8080 - logits_profile_predictions_loss: 366.3699 - logcount_predictions_loss: 0.2566 37/2423 [..............................] - ETA: 19:04 - loss: 368.6872 - logits_profile_predictions_loss: 366.2498 - logcount_predictions_loss: 0.2566 38/2423 [..............................] - ETA: 19:03 - loss: 368.5918 - logits_profile_predictions_loss: 366.1553 - logcount_predictions_loss: 0.2565 39/2423 [..............................] - ETA: 19:03 - loss: 368.5139 - logits_profile_predictions_loss: 366.0786 - logcount_predictions_loss: 0.2564 40/2423 [..............................] - ETA: 19:02 - loss: 368.4547 - logits_profile_predictions_loss: 366.0204 - logcount_predictions_loss: 0.2562 41/2423 [..............................] - ETA: 19:02 - loss: 368.4002 - logits_profile_predictions_loss: 365.9673 - logcount_predictions_loss: 0.2561 42/2423 [..............................] - ETA: 19:01 - loss: 368.3888 - logits_profile_predictions_loss: 365.9566 - logcount_predictions_loss: 0.2560 43/2423 [..............................] - ETA: 19:01 - loss: 368.3724 - logits_profile_predictions_loss: 365.9410 - logcount_predictions_loss: 0.2559 44/2423 [..............................] - ETA: 19:00 - loss: 368.3809 - logits_profile_predictions_loss: 365.9507 - logcount_predictions_loss: 0.2558 45/2423 [..............................] - ETA: 19:00 - loss: 368.3704 - logits_profile_predictions_loss: 365.9415 - logcount_predictions_loss: 0.2557 46/2423 [..............................] - ETA: 18:59 - loss: 368.3449 - logits_profile_predictions_loss: 365.9173 - logcount_predictions_loss: 0.2555 47/2423 [..............................] - ETA: 18:59 - loss: 368.2876 - logits_profile_predictions_loss: 365.8613 - logcount_predictions_loss: 0.2554 48/2423 [..............................] - ETA: 18:59 - loss: 368.2396 - logits_profile_predictions_loss: 365.8147 - logcount_predictions_loss: 0.2553 49/2423 [..............................] - ETA: 18:58 - loss: 368.1854 - logits_profile_predictions_loss: 365.7616 - logcount_predictions_loss: 0.2551 50/2423 [..............................] - ETA: 18:58 - loss: 368.1652 - logits_profile_predictions_loss: 365.7427 - logcount_predictions_loss: 0.2550 51/2423 [..............................] - ETA: 18:57 - loss: 368.1389 - logits_profile_predictions_loss: 365.7176 - logcount_predictions_loss: 0.2549 52/2423 [..............................] - ETA: 18:57 - loss: 368.1130 - logits_profile_predictions_loss: 365.6932 - logcount_predictions_loss: 0.2547 53/2423 [..............................] - ETA: 18:56 - loss: 368.0804 - logits_profile_predictions_loss: 365.6621 - logcount_predictions_loss: 0.2545 54/2423 [..............................] - ETA: 18:56 - loss: 368.0354 - logits_profile_predictions_loss: 365.6188 - logcount_predictions_loss: 0.2544 55/2423 [..............................] - ETA: 18:55 - loss: 367.9773 - logits_profile_predictions_loss: 365.5624 - logcount_predictions_loss: 0.2542 56/2423 [..............................] - ETA: 18:55 - loss: 367.9244 - logits_profile_predictions_loss: 365.5111 - logcount_predictions_loss: 0.2540 57/2423 [..............................] - ETA: 18:58 - loss: 367.8722 - logits_profile_predictions_loss: 365.4600 - logcount_predictions_loss: 0.2539 58/2423 [..............................] - ETA: 18:57 - loss: 367.8205 - logits_profile_predictions_loss: 365.4091 - logcount_predictions_loss: 0.2538 59/2423 [..............................] - ETA: 18:56 - loss: 367.7687 - logits_profile_predictions_loss: 365.3578 - logcount_predictions_loss: 0.2538 60/2423 [..............................] - ETA: 18:56 - loss: 367.7141 - logits_profile_predictions_loss: 365.3039 - logcount_predictions_loss: 0.2537 61/2423 [..............................] - ETA: 18:55 - loss: 367.6505 - logits_profile_predictions_loss: 365.2412 - logcount_predictions_loss: 0.2536 62/2423 [..............................] - ETA: 18:55 - loss: 367.5858 - logits_profile_predictions_loss: 365.1773 - logcount_predictions_loss: 0.2535 63/2423 [..............................] - ETA: 18:54 - loss: 367.5163 - logits_profile_predictions_loss: 365.1087 - logcount_predictions_loss: 0.2534 64/2423 [..............................] - ETA: 18:54 - loss: 367.4538 - logits_profile_predictions_loss: 365.0471 - logcount_predictions_loss: 0.2533 65/2423 [..............................] - ETA: 18:53 - loss: 367.3892 - logits_profile_predictions_loss: 364.9835 - logcount_predictions_loss: 0.2532 66/2423 [..............................] - ETA: 18:53 - loss: 367.3392 - logits_profile_predictions_loss: 364.9344 - logcount_predictions_loss: 0.2531 67/2423 [..............................] - ETA: 18:52 - loss: 367.2937 - logits_profile_predictions_loss: 364.8900 - logcount_predictions_loss: 0.2530 68/2423 [..............................] - ETA: 18:52 - loss: 367.2331 - logits_profile_predictions_loss: 364.8302 - logcount_predictions_loss: 0.2529 69/2423 [..............................] - ETA: 18:51 - loss: 367.1639 - logits_profile_predictions_loss: 364.7621 - logcount_predictions_loss: 0.2528 70/2423 [..............................] - ETA: 18:51 - loss: 367.1030 - logits_profile_predictions_loss: 364.7021 - logcount_predictions_loss: 0.2527 71/2423 [..............................] - ETA: 18:50 - loss: 367.0461 - logits_profile_predictions_loss: 364.6462 - logcount_predictions_loss: 0.2526 72/2423 [..............................] - ETA: 18:50 - loss: 366.9792 - logits_profile_predictions_loss: 364.5802 - logcount_predictions_loss: 0.2525 73/2423 [..............................] - ETA: 18:49 - loss: 366.9171 - logits_profile_predictions_loss: 364.5190 - logcount_predictions_loss: 0.2524 74/2423 [..............................] - ETA: 18:49 - loss: 366.8625 - logits_profile_predictions_loss: 364.4651 - logcount_predictions_loss: 0.2524 75/2423 [..............................] - ETA: 18:48 - loss: 366.8115 - logits_profile_predictions_loss: 364.4148 - logcount_predictions_loss: 0.2523 76/2423 [..............................] - ETA: 18:48 - loss: 366.7672 - logits_profile_predictions_loss: 364.3712 - logcount_predictions_loss: 0.2522 77/2423 [..............................] - ETA: 18:47 - loss: 366.7245 - logits_profile_predictions_loss: 364.3293 - logcount_predictions_loss: 0.2521 78/2423 [..............................] - ETA: 18:47 - loss: 366.6916 - logits_profile_predictions_loss: 364.2971 - logcount_predictions_loss: 0.2520 79/2423 [..............................] - ETA: 18:46 - loss: 366.6560 - logits_profile_predictions_loss: 364.2624 - logcount_predictions_loss: 0.2520 80/2423 [..............................] - ETA: 18:46 - loss: 366.6262 - logits_profile_predictions_loss: 364.2333 - logcount_predictions_loss: 0.2519 81/2423 [>.............................] - ETA: 18:45 - loss: 366.5999 - logits_profile_predictions_loss: 364.2078 - logcount_predictions_loss: 0.2518 82/2423 [>.............................] - ETA: 18:45 - loss: 366.5722 - logits_profile_predictions_loss: 364.1809 - logcount_predictions_loss: 0.2517 83/2423 [>.............................] - ETA: 18:44 - loss: 366.5406 - logits_profile_predictions_loss: 364.1499 - logcount_predictions_loss: 0.2517 84/2423 [>.............................] - ETA: 18:44 - loss: 366.5055 - logits_profile_predictions_loss: 364.1153 - logcount_predictions_loss: 0.2516 85/2423 [>.............................] - ETA: 18:43 - loss: 366.4721 - logits_profile_predictions_loss: 364.0826 - logcount_predictions_loss: 0.2515 86/2423 [>.............................] - ETA: 18:43 - loss: 366.4423 - logits_profile_predictions_loss: 364.0534 - logcount_predictions_loss: 0.2515 87/2423 [>.............................] - ETA: 18:42 - loss: 366.4109 - logits_profile_predictions_loss: 364.0226 - logcount_predictions_loss: 0.2514 88/2423 [>.............................] - ETA: 18:42 - loss: 366.3803 - logits_profile_predictions_loss: 363.9928 - logcount_predictions_loss: 0.2513 89/2423 [>.............................] - ETA: 18:41 - loss: 366.3578 - logits_profile_predictions_loss: 363.9709 - logcount_predictions_loss: 0.2512 90/2423 [>.............................] - ETA: 18:41 - loss: 366.3312 - logits_profile_predictions_loss: 363.9449 - logcount_predictions_loss: 0.2512 91/2423 [>.............................] - ETA: 18:40 - loss: 366.3014 - logits_profile_predictions_loss: 363.9156 - logcount_predictions_loss: 0.2511 92/2423 [>.............................] - ETA: 18:40 - loss: 366.2729 - logits_profile_predictions_loss: 363.8876 - logcount_predictions_loss: 0.2511 93/2423 [>.............................] - ETA: 18:39 - loss: 366.2481 - logits_profile_predictions_loss: 363.8632 - logcount_predictions_loss: 0.2510 94/2423 [>.............................] - ETA: 18:39 - loss: 366.2235 - logits_profile_predictions_loss: 363.8391 - logcount_predictions_loss: 0.2510 95/2423 [>.............................] - ETA: 18:38 - loss: 366.2002 - logits_profile_predictions_loss: 363.8162 - logcount_predictions_loss: 0.2509 96/2423 [>.............................] - ETA: 18:38 - loss: 366.1878 - logits_profile_predictions_loss: 363.8042 - logcount_predictions_loss: 0.2509 97/2423 [>.............................] - ETA: 18:37 - loss: 366.1741 - logits_profile_predictions_loss: 363.7909 - logcount_predictions_loss: 0.2509 98/2423 [>.............................] - ETA: 18:37 - loss: 366.1609 - logits_profile_predictions_loss: 363.7780 - logcount_predictions_loss: 0.2508 99/2423 [>.............................] - ETA: 18:36 - loss: 366.1430 - logits_profile_predictions_loss: 363.7605 - logcount_predictions_loss: 0.2508 100/2423 [>.............................] - ETA: 18:36 - loss: 366.1217 - logits_profile_predictions_loss: 363.7396 - logcount_predictions_loss: 0.2507 101/2423 [>.............................] - ETA: 18:35 - loss: 366.0975 - logits_profile_predictions_loss: 363.7158 - logcount_predictions_loss: 0.2507 102/2423 [>.............................] - ETA: 18:35 - loss: 366.0764 - logits_profile_predictions_loss: 363.6950 - logcount_predictions_loss: 0.2507 103/2423 [>.............................] - ETA: 18:34 - loss: 366.0572 - logits_profile_predictions_loss: 363.6762 - logcount_predictions_loss: 0.2506 104/2423 [>.............................] - ETA: 18:34 - loss: 366.0363 - logits_profile_predictions_loss: 363.6557 - logcount_predictions_loss: 0.2506 105/2423 [>.............................] - ETA: 18:33 - loss: 366.0181 - logits_profile_predictions_loss: 363.6377 - logcount_predictions_loss: 0.2506 106/2423 [>.............................] - ETA: 18:33 - loss: 366.0002 - logits_profile_predictions_loss: 363.6202 - logcount_predictions_loss: 0.2505 107/2423 [>.............................] - ETA: 18:32 - loss: 365.9779 - logits_profile_predictions_loss: 363.5982 - logcount_predictions_loss: 0.2505 108/2423 [>.............................] - ETA: 18:32 - loss: 365.9540 - logits_profile_predictions_loss: 363.5746 - logcount_predictions_loss: 0.2505 109/2423 [>.............................] - ETA: 18:31 - loss: 365.9291 - logits_profile_predictions_loss: 363.5499 - logcount_predictions_loss: 0.2504 110/2423 [>.............................] - ETA: 18:31 - loss: 365.9021 - logits_profile_predictions_loss: 363.5232 - logcount_predictions_loss: 0.2504 111/2423 [>.............................] - ETA: 18:30 - loss: 365.8785 - logits_profile_predictions_loss: 363.4999 - logcount_predictions_loss: 0.2504 112/2423 [>.............................] - ETA: 18:30 - loss: 365.8548 - logits_profile_predictions_loss: 363.4765 - logcount_predictions_loss: 0.2504 113/2423 [>.............................] - ETA: 18:29 - loss: 365.8313 - logits_profile_predictions_loss: 363.4532 - logcount_predictions_loss: 0.2503 114/2423 [>.............................] - ETA: 18:29 - loss: 365.8088 - logits_profile_predictions_loss: 363.4310 - logcount_predictions_loss: 0.2503 115/2423 [>.............................] - ETA: 18:28 - loss: 365.7837 - logits_profile_predictions_loss: 363.4063 - logcount_predictions_loss: 0.2502 116/2423 [>.............................] - ETA: 18:28 - loss: 365.7626 - logits_profile_predictions_loss: 363.3856 - logcount_predictions_loss: 0.2502 117/2423 [>.............................] - ETA: 18:27 - loss: 365.7473 - logits_profile_predictions_loss: 363.3707 - logcount_predictions_loss: 0.2502 118/2423 [>.............................] - ETA: 18:27 - loss: 365.7314 - logits_profile_predictions_loss: 363.3553 - logcount_predictions_loss: 0.2501 119/2423 [>.............................] - ETA: 18:26 - loss: 365.7138 - logits_profile_predictions_loss: 363.3381 - logcount_predictions_loss: 0.2501 120/2423 [>.............................] - ETA: 18:26 - loss: 365.6982 - logits_profile_predictions_loss: 363.3230 - logcount_predictions_loss: 0.2500 121/2423 [>.............................] - ETA: 18:25 - loss: 365.6845 - logits_profile_predictions_loss: 363.3097 - logcount_predictions_loss: 0.2500 122/2423 [>.............................] - ETA: 18:25 - loss: 365.6714 - logits_profile_predictions_loss: 363.2970 - logcount_predictions_loss: 0.2499 123/2423 [>.............................] - ETA: 18:24 - loss: 365.6562 - logits_profile_predictions_loss: 363.2821 - logcount_predictions_loss: 0.2499 124/2423 [>.............................] - ETA: 18:24 - loss: 365.6373 - logits_profile_predictions_loss: 363.2636 - logcount_predictions_loss: 0.2499 125/2423 [>.............................] - ETA: 18:23 - loss: 365.6187 - logits_profile_predictions_loss: 363.2453 - logcount_predictions_loss: 0.2498 126/2423 [>.............................] - ETA: 18:23 - loss: 365.6019 - logits_profile_predictions_loss: 363.2290 - logcount_predictions_loss: 0.2498 127/2423 [>.............................] - ETA: 18:22 - loss: 365.5865 - logits_profile_predictions_loss: 363.2140 - logcount_predictions_loss: 0.2497 128/2423 [>.............................] - ETA: 18:22 - loss: 365.5719 - logits_profile_predictions_loss: 363.1999 - logcount_predictions_loss: 0.2497 129/2423 [>.............................] - ETA: 18:21 - loss: 365.5550 - logits_profile_predictions_loss: 363.1835 - logcount_predictions_loss: 0.2496 130/2423 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[=====>........................] - ETA: 15:14 - loss: 365.3393 - logits_profile_predictions_loss: 363.0425 - logcount_predictions_loss: 0.2418 521/2423 [=====>........................] - ETA: 15:13 - loss: 365.3407 - logits_profile_predictions_loss: 363.0440 - logcount_predictions_loss: 0.2418 522/2423 [=====>........................] - ETA: 15:13 - loss: 365.3421 - logits_profile_predictions_loss: 363.0455 - logcount_predictions_loss: 0.2417 523/2423 [=====>........................] - ETA: 15:13 - loss: 365.3434 - logits_profile_predictions_loss: 363.0468 - logcount_predictions_loss: 0.2417 524/2423 [=====>........................] - ETA: 15:12 - loss: 365.3445 - logits_profile_predictions_loss: 363.0481 - logcount_predictions_loss: 0.2417 525/2423 [=====>........................] - ETA: 15:12 - loss: 365.3457 - logits_profile_predictions_loss: 363.0494 - logcount_predictions_loss: 0.2417 526/2423 [=====>........................] - ETA: 15:11 - loss: 365.3469 - 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[============================>.] - ETA: 33s - loss: 366.5394 - logits_profile_predictions_loss: 364.2869 - logcount_predictions_loss: 0.2371 2354/2423 [============================>.] - ETA: 33s - loss: 366.5396 - logits_profile_predictions_loss: 364.2871 - logcount_predictions_loss: 0.2371 2355/2423 [============================>.] - ETA: 32s - loss: 366.5398 - logits_profile_predictions_loss: 364.2873 - logcount_predictions_loss: 0.2371 2356/2423 [============================>.] - ETA: 32s - loss: 366.5400 - logits_profile_predictions_loss: 364.2875 - logcount_predictions_loss: 0.2371 2357/2423 [============================>.] - ETA: 31s - loss: 366.5402 - logits_profile_predictions_loss: 364.2877 - logcount_predictions_loss: 0.2371 2358/2423 [============================>.] - ETA: 31s - loss: 366.5404 - logits_profile_predictions_loss: 364.2879 - logcount_predictions_loss: 0.2371 2359/2423 [============================>.] - ETA: 30s - loss: 366.5406 - 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[============================>.] - ETA: 27s - loss: 366.5418 - logits_profile_predictions_loss: 364.2895 - logcount_predictions_loss: 0.2371 2367/2423 [============================>.] - ETA: 26s - loss: 366.5420 - logits_profile_predictions_loss: 364.2897 - logcount_predictions_loss: 0.2371 2368/2423 [============================>.] - ETA: 26s - loss: 366.5422 - logits_profile_predictions_loss: 364.2899 - logcount_predictions_loss: 0.2371 2369/2423 [============================>.] - ETA: 25s - loss: 366.5424 - logits_profile_predictions_loss: 364.2901 - logcount_predictions_loss: 0.2371 2370/2423 [============================>.] - ETA: 25s - loss: 366.5425 - logits_profile_predictions_loss: 364.2903 - logcount_predictions_loss: 0.2371 2371/2423 [============================>.] - ETA: 24s - loss: 366.5427 - logits_profile_predictions_loss: 364.2905 - logcount_predictions_loss: 0.2371 2372/2423 [============================>.] - ETA: 24s - loss: 366.5428 - 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[============================>.] - ETA: 21s - loss: 366.5438 - logits_profile_predictions_loss: 364.2917 - logcount_predictions_loss: 0.2371 2380/2423 [============================>.] - ETA: 20s - loss: 366.5439 - logits_profile_predictions_loss: 364.2918 - logcount_predictions_loss: 0.2371 2381/2423 [============================>.] - ETA: 20s - loss: 366.5440 - logits_profile_predictions_loss: 364.2920 - logcount_predictions_loss: 0.2371 2382/2423 [============================>.] - ETA: 19s - loss: 366.5442 - logits_profile_predictions_loss: 364.2922 - logcount_predictions_loss: 0.2371 2383/2423 [============================>.] - ETA: 19s - loss: 366.5444 - logits_profile_predictions_loss: 364.2924 - logcount_predictions_loss: 0.2371 2384/2423 [============================>.] - ETA: 18s - loss: 366.5445 - logits_profile_predictions_loss: 364.2925 - logcount_predictions_loss: 0.2371 2385/2423 [============================>.] - ETA: 18s - loss: 366.5447 - 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[============================>.] - ETA: 14s - loss: 366.5457 - logits_profile_predictions_loss: 364.2938 - logcount_predictions_loss: 0.2370 2393/2423 [============================>.] - ETA: 14s - loss: 366.5458 - logits_profile_predictions_loss: 364.2940 - logcount_predictions_loss: 0.2370 2394/2423 [============================>.] - ETA: 13s - loss: 366.5459 - logits_profile_predictions_loss: 364.2942 - logcount_predictions_loss: 0.2370 2395/2423 [============================>.] - ETA: 13s - loss: 366.5461 - logits_profile_predictions_loss: 364.2943 - logcount_predictions_loss: 0.2370 2396/2423 [============================>.] - ETA: 12s - loss: 366.5462 - logits_profile_predictions_loss: 364.2945 - logcount_predictions_loss: 0.2370 2397/2423 [============================>.] - ETA: 12s - loss: 366.5464 - logits_profile_predictions_loss: 364.2946 - logcount_predictions_loss: 0.2370 2398/2423 [============================>.] - ETA: 12s - loss: 366.5465 - 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[============================>.] - ETA: 8s - loss: 366.5474 - logits_profile_predictions_loss: 364.2958 - logcount_predictions_loss: 0.2370 2406/2423 [============================>.] - ETA: 8s - loss: 366.5475 - logits_profile_predictions_loss: 364.2960 - logcount_predictions_loss: 0.2370 2407/2423 [============================>.] - ETA: 7s - loss: 366.5476 - logits_profile_predictions_loss: 364.2961 - logcount_predictions_loss: 0.2370 2408/2423 [============================>.] - ETA: 7s - loss: 366.5478 - logits_profile_predictions_loss: 364.2963 - logcount_predictions_loss: 0.2370 2409/2423 [============================>.] - ETA: 6s - loss: 366.5479 - logits_profile_predictions_loss: 364.2964 - logcount_predictions_loss: 0.2370 2410/2423 [============================>.] - ETA: 6s - loss: 366.5480 - logits_profile_predictions_loss: 364.2966 - logcount_predictions_loss: 0.2370 2411/2423 [============================>.] - ETA: 5s - loss: 366.5482 - logits_profile_predictions_loss: 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loss: 366.5491 - logits_profile_predictions_loss: 364.2978 - logcount_predictions_loss: 0.2370 2419/2423 [============================>.] - ETA: 1s - loss: 366.5493 - logits_profile_predictions_loss: 364.2980 - logcount_predictions_loss: 0.2370 2420/2423 [============================>.] - ETA: 1s - loss: 366.5494 - logits_profile_predictions_loss: 364.2981 - logcount_predictions_loss: 0.2370 2421/2423 [============================>.] - ETA: 0s - loss: 366.5495 - logits_profile_predictions_loss: 364.2983 - logcount_predictions_loss: 0.2370 2422/2423 [============================>.] - ETA: 0s - loss: 366.5497 - logits_profile_predictions_loss: 364.2984 - logcount_predictions_loss: 0.2370 2423/2423 [==============================] - ETA: 0s - loss: 366.5498 - logits_profile_predictions_loss: 364.2986 - logcount_predictions_loss: 0.2370 2423/2423 [==============================] - 1209s 499ms/step - loss: 366.5499 - logits_profile_predictions_loss: 364.2987 - logcount_predictions_loss: 0.2370 - val_loss: 366.9231 - val_logits_profile_predictions_loss: 365.1422 - val_logcount_predictions_loss: 0.1875 Epoch 00004: val_loss improved from 370.74728 to 366.92313, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 5/50 1/2423 [..............................] - ETA: 20:18 - loss: 398.5506 - logits_profile_predictions_loss: 397.1424 - logcount_predictions_loss: 0.1482 2/2423 [..............................] - ETA: 19:22 - loss: 404.3685 - logits_profile_predictions_loss: 402.9469 - logcount_predictions_loss: 0.1496 3/2423 [..............................] - ETA: 19:21 - loss: 403.0090 - logits_profile_predictions_loss: 401.5893 - logcount_predictions_loss: 0.1494 4/2423 [..............................] - ETA: 19:21 - loss: 398.8256 - logits_profile_predictions_loss: 397.2423 - logcount_predictions_loss: 0.1667 5/2423 [..............................] - ETA: 19:20 - loss: 395.3652 - 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[..............................] - ETA: 19:16 - loss: 382.8991 - logits_profile_predictions_loss: 381.0144 - logcount_predictions_loss: 0.1984 13/2423 [..............................] - ETA: 19:15 - loss: 382.0568 - logits_profile_predictions_loss: 380.1685 - logcount_predictions_loss: 0.1988 14/2423 [..............................] - ETA: 19:15 - loss: 381.3548 - logits_profile_predictions_loss: 379.4615 - logcount_predictions_loss: 0.1993 15/2423 [..............................] - ETA: 19:14 - loss: 380.8224 - logits_profile_predictions_loss: 378.9266 - logcount_predictions_loss: 0.1996 16/2423 [..............................] - ETA: 19:14 - loss: 380.2871 - logits_profile_predictions_loss: 378.3836 - logcount_predictions_loss: 0.2004 17/2423 [..............................] - ETA: 19:13 - loss: 379.8295 - logits_profile_predictions_loss: 377.9186 - logcount_predictions_loss: 0.2012 18/2423 [..............................] - ETA: 19:13 - loss: 379.3689 - 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[..............................] - ETA: 19:09 - loss: 377.5762 - logits_profile_predictions_loss: 375.5901 - logcount_predictions_loss: 0.2091 26/2423 [..............................] - ETA: 19:09 - loss: 377.4068 - logits_profile_predictions_loss: 375.4133 - logcount_predictions_loss: 0.2098 27/2423 [..............................] - ETA: 19:08 - loss: 377.2196 - logits_profile_predictions_loss: 375.2186 - logcount_predictions_loss: 0.2106 28/2423 [..............................] - ETA: 19:08 - loss: 377.1005 - logits_profile_predictions_loss: 375.0922 - logcount_predictions_loss: 0.2114 29/2423 [..............................] - ETA: 19:07 - loss: 376.9677 - logits_profile_predictions_loss: 374.9526 - logcount_predictions_loss: 0.2121 30/2423 [..............................] - ETA: 19:07 - loss: 376.7843 - logits_profile_predictions_loss: 374.7637 - logcount_predictions_loss: 0.2127 31/2423 [..............................] - ETA: 19:06 - loss: 376.6405 - 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[..............................] - ETA: 19:03 - loss: 375.4342 - logits_profile_predictions_loss: 373.3902 - logcount_predictions_loss: 0.2152 39/2423 [..............................] - ETA: 19:03 - loss: 375.3599 - logits_profile_predictions_loss: 373.3136 - logcount_predictions_loss: 0.2154 40/2423 [..............................] - ETA: 19:02 - loss: 375.3028 - logits_profile_predictions_loss: 373.2547 - logcount_predictions_loss: 0.2156 41/2423 [..............................] - ETA: 19:02 - loss: 375.2670 - logits_profile_predictions_loss: 373.2162 - logcount_predictions_loss: 0.2159 42/2423 [..............................] - ETA: 19:01 - loss: 375.2442 - logits_profile_predictions_loss: 373.1910 - logcount_predictions_loss: 0.2161 43/2423 [..............................] - ETA: 19:01 - loss: 375.2390 - logits_profile_predictions_loss: 373.1835 - logcount_predictions_loss: 0.2164 44/2423 [..............................] - ETA: 19:00 - loss: 375.2491 - 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[..............................] - ETA: 18:57 - loss: 375.0443 - logits_profile_predictions_loss: 372.9738 - logcount_predictions_loss: 0.2180 52/2423 [..............................] - ETA: 18:57 - loss: 375.0031 - logits_profile_predictions_loss: 372.9310 - logcount_predictions_loss: 0.2181 53/2423 [..............................] - ETA: 18:56 - loss: 374.9803 - logits_profile_predictions_loss: 372.9067 - logcount_predictions_loss: 0.2183 54/2423 [..............................] - ETA: 18:56 - loss: 374.9757 - logits_profile_predictions_loss: 372.9010 - logcount_predictions_loss: 0.2184 55/2423 [..............................] - ETA: 18:55 - loss: 374.9868 - logits_profile_predictions_loss: 372.9109 - logcount_predictions_loss: 0.2185 56/2423 [..............................] - ETA: 18:55 - loss: 374.9847 - logits_profile_predictions_loss: 372.9076 - logcount_predictions_loss: 0.2186 57/2423 [..............................] - ETA: 18:54 - loss: 374.9726 - 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[===========================>..] - ETA: 59s - loss: 366.2390 - logits_profile_predictions_loss: 364.1405 - logcount_predictions_loss: 0.2209 2301/2423 [===========================>..] - ETA: 58s - loss: 366.2387 - logits_profile_predictions_loss: 364.1403 - logcount_predictions_loss: 0.2209 2302/2423 [===========================>..] - ETA: 58s - loss: 366.2385 - logits_profile_predictions_loss: 364.1401 - logcount_predictions_loss: 0.2209 2303/2423 [===========================>..] - ETA: 57s - loss: 366.2383 - logits_profile_predictions_loss: 364.1398 - logcount_predictions_loss: 0.2209 2304/2423 [===========================>..] - ETA: 57s - loss: 366.2380 - logits_profile_predictions_loss: 364.1396 - logcount_predictions_loss: 0.2209 2305/2423 [===========================>..] - ETA: 56s - loss: 366.2378 - logits_profile_predictions_loss: 364.1394 - logcount_predictions_loss: 0.2209 2306/2423 [===========================>..] - ETA: 56s - loss: 366.2375 - 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[===========================>..] - ETA: 52s - loss: 366.2357 - logits_profile_predictions_loss: 364.1374 - logcount_predictions_loss: 0.2209 2314/2423 [===========================>..] - ETA: 52s - loss: 366.2354 - logits_profile_predictions_loss: 364.1371 - logcount_predictions_loss: 0.2209 2315/2423 [===========================>..] - ETA: 51s - loss: 366.2352 - logits_profile_predictions_loss: 364.1369 - logcount_predictions_loss: 0.2209 2316/2423 [===========================>..] - ETA: 51s - loss: 366.2349 - logits_profile_predictions_loss: 364.1366 - logcount_predictions_loss: 0.2209 2317/2423 [===========================>..] - ETA: 50s - loss: 366.2346 - logits_profile_predictions_loss: 364.1364 - logcount_predictions_loss: 0.2209 2318/2423 [===========================>..] - ETA: 50s - loss: 366.2344 - logits_profile_predictions_loss: 364.1361 - logcount_predictions_loss: 0.2209 2319/2423 [===========================>..] - ETA: 49s - loss: 366.2341 - 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[===========================>..] - ETA: 46s - loss: 366.2323 - logits_profile_predictions_loss: 364.1341 - logcount_predictions_loss: 0.2209 2327/2423 [===========================>..] - ETA: 46s - loss: 366.2320 - logits_profile_predictions_loss: 364.1339 - logcount_predictions_loss: 0.2209 2328/2423 [===========================>..] - ETA: 45s - loss: 366.2317 - logits_profile_predictions_loss: 364.1336 - logcount_predictions_loss: 0.2209 2329/2423 [===========================>..] - ETA: 45s - loss: 366.2314 - logits_profile_predictions_loss: 364.1333 - logcount_predictions_loss: 0.2209 2330/2423 [===========================>..] - ETA: 44s - loss: 366.2312 - logits_profile_predictions_loss: 364.1331 - logcount_predictions_loss: 0.2209 2331/2423 [===========================>..] - ETA: 44s - loss: 366.2309 - logits_profile_predictions_loss: 364.1328 - logcount_predictions_loss: 0.2209 2332/2423 [===========================>..] - ETA: 43s - loss: 366.2306 - 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[===========================>..] - ETA: 40s - loss: 366.2286 - logits_profile_predictions_loss: 364.1306 - logcount_predictions_loss: 0.2208 2340/2423 [===========================>..] - ETA: 39s - loss: 366.2283 - logits_profile_predictions_loss: 364.1303 - logcount_predictions_loss: 0.2208 2341/2423 [===========================>..] - ETA: 39s - loss: 366.2280 - logits_profile_predictions_loss: 364.1300 - logcount_predictions_loss: 0.2208 2342/2423 [===========================>..] - ETA: 38s - loss: 366.2277 - logits_profile_predictions_loss: 364.1298 - logcount_predictions_loss: 0.2208 2343/2423 [============================>.] - ETA: 38s - loss: 366.2274 - logits_profile_predictions_loss: 364.1295 - logcount_predictions_loss: 0.2208 2344/2423 [============================>.] - ETA: 37s - loss: 366.2272 - logits_profile_predictions_loss: 364.1292 - logcount_predictions_loss: 0.2208 2345/2423 [============================>.] - ETA: 37s - loss: 366.2269 - logits_profile_predictions_loss: 364.1290 - logcount_predictions_loss: 0.2208 2346/2423 [============================>.] - ETA: 37s - loss: 366.2266 - logits_profile_predictions_loss: 364.1287 - logcount_predictions_loss: 0.2208 2347/2423 [============================>.] - ETA: 36s - loss: 366.2263 - logits_profile_predictions_loss: 364.1284 - logcount_predictions_loss: 0.2208 2348/2423 [============================>.] - ETA: 36s - loss: 366.2260 - logits_profile_predictions_loss: 364.1282 - logcount_predictions_loss: 0.2208 2349/2423 [============================>.] - ETA: 35s - loss: 366.2258 - logits_profile_predictions_loss: 364.1279 - logcount_predictions_loss: 0.2208 2350/2423 [============================>.] - ETA: 35s - loss: 366.2255 - logits_profile_predictions_loss: 364.1276 - logcount_predictions_loss: 0.2208 2351/2423 [============================>.] - ETA: 34s - loss: 366.2252 - logits_profile_predictions_loss: 364.1274 - logcount_predictions_loss: 0.2208 2352/2423 [============================>.] - ETA: 34s - loss: 366.2250 - logits_profile_predictions_loss: 364.1271 - logcount_predictions_loss: 0.2208 2353/2423 [============================>.] - ETA: 33s - loss: 366.2247 - logits_profile_predictions_loss: 364.1269 - logcount_predictions_loss: 0.2208 2354/2423 [============================>.] - ETA: 33s - loss: 366.2244 - logits_profile_predictions_loss: 364.1266 - logcount_predictions_loss: 0.2208 2355/2423 [============================>.] - ETA: 32s - loss: 366.2242 - logits_profile_predictions_loss: 364.1264 - logcount_predictions_loss: 0.2208 2356/2423 [============================>.] - ETA: 32s - loss: 366.2239 - logits_profile_predictions_loss: 364.1261 - logcount_predictions_loss: 0.2208 2357/2423 [============================>.] - ETA: 31s - loss: 366.2236 - logits_profile_predictions_loss: 364.1259 - logcount_predictions_loss: 0.2208 2358/2423 [============================>.] - ETA: 31s - loss: 366.2234 - logits_profile_predictions_loss: 364.1256 - logcount_predictions_loss: 0.2208 2359/2423 [============================>.] - ETA: 30s - loss: 366.2231 - logits_profile_predictions_loss: 364.1254 - logcount_predictions_loss: 0.2208 2360/2423 [============================>.] - ETA: 30s - loss: 366.2229 - logits_profile_predictions_loss: 364.1251 - logcount_predictions_loss: 0.2208 2361/2423 [============================>.] - ETA: 29s - loss: 366.2226 - logits_profile_predictions_loss: 364.1249 - logcount_predictions_loss: 0.2208 2362/2423 [============================>.] - ETA: 29s - loss: 366.2224 - logits_profile_predictions_loss: 364.1246 - logcount_predictions_loss: 0.2208 2363/2423 [============================>.] - ETA: 28s - loss: 366.2221 - logits_profile_predictions_loss: 364.1244 - logcount_predictions_loss: 0.2208 2364/2423 [============================>.] - ETA: 28s - loss: 366.2219 - logits_profile_predictions_loss: 364.1242 - logcount_predictions_loss: 0.2208 2365/2423 [============================>.] - ETA: 27s - loss: 366.2216 - logits_profile_predictions_loss: 364.1239 - logcount_predictions_loss: 0.2208 2366/2423 [============================>.] - ETA: 27s - loss: 366.2214 - logits_profile_predictions_loss: 364.1237 - logcount_predictions_loss: 0.2208 2367/2423 [============================>.] - ETA: 26s - loss: 366.2211 - logits_profile_predictions_loss: 364.1234 - logcount_predictions_loss: 0.2208 2368/2423 [============================>.] - ETA: 26s - loss: 366.2208 - logits_profile_predictions_loss: 364.1232 - logcount_predictions_loss: 0.2208 2369/2423 [============================>.] - ETA: 25s - loss: 366.2206 - logits_profile_predictions_loss: 364.1229 - logcount_predictions_loss: 0.2208 2370/2423 [============================>.] - ETA: 25s - loss: 366.2203 - logits_profile_predictions_loss: 364.1227 - logcount_predictions_loss: 0.2208 2371/2423 [============================>.] - ETA: 24s - loss: 366.2201 - logits_profile_predictions_loss: 364.1225 - logcount_predictions_loss: 0.2208 2372/2423 [============================>.] - ETA: 24s - loss: 366.2198 - logits_profile_predictions_loss: 364.1222 - logcount_predictions_loss: 0.2208 2373/2423 [============================>.] - ETA: 24s - loss: 366.2195 - logits_profile_predictions_loss: 364.1220 - logcount_predictions_loss: 0.2208 2374/2423 [============================>.] - ETA: 23s - loss: 366.2193 - logits_profile_predictions_loss: 364.1217 - logcount_predictions_loss: 0.2208 2375/2423 [============================>.] - ETA: 23s - loss: 366.2190 - logits_profile_predictions_loss: 364.1215 - logcount_predictions_loss: 0.2208 2376/2423 [============================>.] - ETA: 22s - loss: 366.2188 - logits_profile_predictions_loss: 364.1212 - logcount_predictions_loss: 0.2208 2377/2423 [============================>.] - ETA: 22s - loss: 366.2185 - logits_profile_predictions_loss: 364.1210 - logcount_predictions_loss: 0.2208 2378/2423 [============================>.] - ETA: 21s - loss: 366.2183 - logits_profile_predictions_loss: 364.1208 - logcount_predictions_loss: 0.2208 2379/2423 [============================>.] - ETA: 21s - loss: 366.2181 - logits_profile_predictions_loss: 364.1205 - logcount_predictions_loss: 0.2208 2380/2423 [============================>.] - ETA: 20s - loss: 366.2178 - logits_profile_predictions_loss: 364.1203 - logcount_predictions_loss: 0.2208 2381/2423 [============================>.] - ETA: 20s - loss: 366.2176 - logits_profile_predictions_loss: 364.1201 - logcount_predictions_loss: 0.2208 2382/2423 [============================>.] - ETA: 19s - loss: 366.2174 - logits_profile_predictions_loss: 364.1199 - logcount_predictions_loss: 0.2208 2383/2423 [============================>.] - ETA: 19s - loss: 366.2171 - logits_profile_predictions_loss: 364.1196 - logcount_predictions_loss: 0.2208 2384/2423 [============================>.] - ETA: 18s - loss: 366.2169 - logits_profile_predictions_loss: 364.1194 - logcount_predictions_loss: 0.2208 2385/2423 [============================>.] - ETA: 18s - loss: 366.2166 - logits_profile_predictions_loss: 364.1192 - logcount_predictions_loss: 0.2208 2386/2423 [============================>.] - ETA: 17s - loss: 366.2163 - logits_profile_predictions_loss: 364.1189 - logcount_predictions_loss: 0.2208 2387/2423 [============================>.] - ETA: 17s - loss: 366.2161 - logits_profile_predictions_loss: 364.1187 - logcount_predictions_loss: 0.2208 2388/2423 [============================>.] - ETA: 16s - loss: 366.2158 - logits_profile_predictions_loss: 364.1184 - logcount_predictions_loss: 0.2208 2389/2423 [============================>.] - ETA: 16s - loss: 366.2156 - logits_profile_predictions_loss: 364.1182 - logcount_predictions_loss: 0.2208 2390/2423 [============================>.] - ETA: 15s - loss: 366.2153 - logits_profile_predictions_loss: 364.1179 - logcount_predictions_loss: 0.2208 2391/2423 [============================>.] - ETA: 15s - loss: 366.2151 - logits_profile_predictions_loss: 364.1177 - logcount_predictions_loss: 0.2208 2392/2423 [============================>.] - ETA: 14s - loss: 366.2148 - logits_profile_predictions_loss: 364.1175 - logcount_predictions_loss: 0.2208 2393/2423 [============================>.] - ETA: 14s - loss: 366.2146 - logits_profile_predictions_loss: 364.1172 - logcount_predictions_loss: 0.2208 2394/2423 [============================>.] - ETA: 13s - loss: 366.2143 - logits_profile_predictions_loss: 364.1170 - logcount_predictions_loss: 0.2208 2395/2423 [============================>.] - ETA: 13s - loss: 366.2141 - logits_profile_predictions_loss: 364.1168 - logcount_predictions_loss: 0.2208 2396/2423 [============================>.] - ETA: 12s - loss: 366.2138 - logits_profile_predictions_loss: 364.1165 - logcount_predictions_loss: 0.2208 2397/2423 [============================>.] - ETA: 12s - loss: 366.2136 - logits_profile_predictions_loss: 364.1163 - logcount_predictions_loss: 0.2208 2398/2423 [============================>.] - ETA: 12s - loss: 366.2133 - logits_profile_predictions_loss: 364.1161 - logcount_predictions_loss: 0.2208 2399/2423 [============================>.] - ETA: 11s - loss: 366.2131 - logits_profile_predictions_loss: 364.1158 - logcount_predictions_loss: 0.2208 2400/2423 [============================>.] - ETA: 11s - loss: 366.2128 - logits_profile_predictions_loss: 364.1156 - logcount_predictions_loss: 0.2208 2401/2423 [============================>.] - ETA: 10s - loss: 366.2126 - logits_profile_predictions_loss: 364.1153 - logcount_predictions_loss: 0.2208 2402/2423 [============================>.] - ETA: 10s - loss: 366.2123 - logits_profile_predictions_loss: 364.1151 - logcount_predictions_loss: 0.2208 2403/2423 [============================>.] - ETA: 9s - loss: 366.2121 - logits_profile_predictions_loss: 364.1148 - logcount_predictions_loss: 0.2208  2404/2423 [============================>.] - ETA: 9s - loss: 366.2118 - logits_profile_predictions_loss: 364.1146 - logcount_predictions_loss: 0.2208 2405/2423 [============================>.] - ETA: 8s - loss: 366.2115 - logits_profile_predictions_loss: 364.1143 - logcount_predictions_loss: 0.2208 2406/2423 [============================>.] - ETA: 8s - loss: 366.2113 - logits_profile_predictions_loss: 364.1141 - logcount_predictions_loss: 0.2208 2407/2423 [============================>.] - ETA: 7s - loss: 366.2110 - logits_profile_predictions_loss: 364.1138 - logcount_predictions_loss: 0.2208 2408/2423 [============================>.] - ETA: 7s - loss: 366.2107 - logits_profile_predictions_loss: 364.1135 - logcount_predictions_loss: 0.2208 2409/2423 [============================>.] - ETA: 6s - loss: 366.2104 - logits_profile_predictions_loss: 364.1132 - logcount_predictions_loss: 0.2208 2410/2423 [============================>.] - ETA: 6s - loss: 366.2101 - logits_profile_predictions_loss: 364.1130 - logcount_predictions_loss: 0.2208 2411/2423 [============================>.] - ETA: 5s - loss: 366.2098 - logits_profile_predictions_loss: 364.1127 - logcount_predictions_loss: 0.2208 2412/2423 [============================>.] - ETA: 5s - loss: 366.2095 - logits_profile_predictions_loss: 364.1124 - logcount_predictions_loss: 0.2208 2413/2423 [============================>.] - ETA: 4s - loss: 366.2092 - logits_profile_predictions_loss: 364.1121 - logcount_predictions_loss: 0.2208 2414/2423 [============================>.] - ETA: 4s - loss: 366.2090 - logits_profile_predictions_loss: 364.1119 - logcount_predictions_loss: 0.2208 2415/2423 [============================>.] - ETA: 3s - loss: 366.2087 - logits_profile_predictions_loss: 364.1116 - logcount_predictions_loss: 0.2208 2416/2423 [============================>.] - ETA: 3s - loss: 366.2084 - logits_profile_predictions_loss: 364.1113 - logcount_predictions_loss: 0.2208 2417/2423 [============================>.] - ETA: 2s - loss: 366.2081 - logits_profile_predictions_loss: 364.1110 - logcount_predictions_loss: 0.2207 2418/2423 [============================>.] - ETA: 2s - loss: 366.2078 - logits_profile_predictions_loss: 364.1107 - logcount_predictions_loss: 0.2207 2419/2423 [============================>.] - ETA: 1s - loss: 366.2075 - logits_profile_predictions_loss: 364.1104 - logcount_predictions_loss: 0.2207 2420/2423 [============================>.] - ETA: 1s - loss: 366.2072 - logits_profile_predictions_loss: 364.1101 - logcount_predictions_loss: 0.2207 2421/2423 [============================>.] - ETA: 0s - loss: 366.2069 - logits_profile_predictions_loss: 364.1099 - logcount_predictions_loss: 0.2207 2422/2423 [============================>.] - ETA: 0s - loss: 366.2066 - logits_profile_predictions_loss: 364.1096 - logcount_predictions_loss: 0.2207 2423/2423 [==============================] - ETA: 0s - loss: 366.2063 - logits_profile_predictions_loss: 364.1093 - logcount_predictions_loss: 0.2207 2423/2423 [==============================] - 1210s 499ms/step - loss: 366.2060 - logits_profile_predictions_loss: 364.1091 - logcount_predictions_loss: 0.2207 - val_loss: 367.4479 - val_logits_profile_predictions_loss: 365.7704 - val_logcount_predictions_loss: 0.1766 Epoch 00005: val_loss did not improve from 366.92313 Epoch 6/50 1/2423 [..............................] - ETA: 20:34 - loss: 406.3716 - logits_profile_predictions_loss: 403.8944 - logcount_predictions_loss: 0.2608 2/2423 [..............................] - ETA: 19:21 - loss: 415.2858 - logits_profile_predictions_loss: 412.9193 - logcount_predictions_loss: 0.2491 3/2423 [..............................] - ETA: 19:21 - loss: 416.3999 - logits_profile_predictions_loss: 414.0857 - logcount_predictions_loss: 0.2436 4/2423 [..............................] - ETA: 19:21 - loss: 416.1023 - logits_profile_predictions_loss: 413.7277 - logcount_predictions_loss: 0.2500 5/2423 [..............................] - ETA: 19:20 - loss: 414.5185 - logits_profile_predictions_loss: 412.1300 - logcount_predictions_loss: 0.2514 6/2423 [..............................] - ETA: 19:24 - loss: 412.4295 - logits_profile_predictions_loss: 410.0420 - logcount_predictions_loss: 0.2513 7/2423 [..............................] - ETA: 19:23 - loss: 409.6803 - logits_profile_predictions_loss: 407.2962 - logcount_predictions_loss: 0.2510 8/2423 [..............................] - ETA: 19:21 - loss: 407.4614 - logits_profile_predictions_loss: 405.0929 - logcount_predictions_loss: 0.2493 9/2423 [..............................] - ETA: 19:20 - loss: 405.3968 - logits_profile_predictions_loss: 403.0405 - logcount_predictions_loss: 0.2480 10/2423 [..............................] - ETA: 19:20 - loss: 403.5249 - logits_profile_predictions_loss: 401.1725 - logcount_predictions_loss: 0.2476 11/2423 [..............................] - ETA: 19:19 - loss: 401.8182 - logits_profile_predictions_loss: 399.4755 - logcount_predictions_loss: 0.2466 12/2423 [..............................] - ETA: 19:18 - loss: 400.4999 - logits_profile_predictions_loss: 398.1627 - logcount_predictions_loss: 0.2460 13/2423 [..............................] - ETA: 19:17 - loss: 399.0998 - logits_profile_predictions_loss: 396.7710 - logcount_predictions_loss: 0.2451 14/2423 [..............................] - ETA: 19:17 - loss: 397.9567 - logits_profile_predictions_loss: 395.6372 - logcount_predictions_loss: 0.2442 15/2423 [..............................] - ETA: 19:16 - loss: 396.7451 - logits_profile_predictions_loss: 394.4372 - logcount_predictions_loss: 0.2429 16/2423 [..............................] - ETA: 19:16 - loss: 395.6373 - logits_profile_predictions_loss: 393.3391 - logcount_predictions_loss: 0.2419 17/2423 [..............................] - ETA: 19:15 - loss: 394.5622 - logits_profile_predictions_loss: 392.2759 - logcount_predictions_loss: 0.2407 18/2423 [..............................] - ETA: 19:14 - loss: 393.8144 - logits_profile_predictions_loss: 391.5387 - logcount_predictions_loss: 0.2395 19/2423 [..............................] - ETA: 19:14 - loss: 393.2060 - logits_profile_predictions_loss: 390.9412 - logcount_predictions_loss: 0.2384 20/2423 [..............................] - ETA: 19:13 - loss: 392.6291 - logits_profile_predictions_loss: 390.3751 - logcount_predictions_loss: 0.2373 21/2423 [..............................] - ETA: 19:12 - loss: 392.1454 - logits_profile_predictions_loss: 389.9009 - logcount_predictions_loss: 0.2363 22/2423 [..............................] - ETA: 19:12 - loss: 391.7983 - logits_profile_predictions_loss: 389.5637 - logcount_predictions_loss: 0.2352 23/2423 [..............................] - ETA: 19:11 - loss: 391.4174 - logits_profile_predictions_loss: 389.1932 - logcount_predictions_loss: 0.2341 24/2423 [..............................] - ETA: 19:11 - loss: 390.9983 - logits_profile_predictions_loss: 388.7823 - logcount_predictions_loss: 0.2333 25/2423 [..............................] - ETA: 19:10 - loss: 390.5094 - logits_profile_predictions_loss: 388.3012 - logcount_predictions_loss: 0.2324 26/2423 [..............................] - ETA: 19:10 - loss: 389.9834 - logits_profile_predictions_loss: 387.7816 - logcount_predictions_loss: 0.2318 27/2423 [..............................] - ETA: 19:09 - loss: 389.4576 - logits_profile_predictions_loss: 387.2616 - logcount_predictions_loss: 0.2312 28/2423 [..............................] - ETA: 19:09 - loss: 388.9668 - logits_profile_predictions_loss: 386.7771 - logcount_predictions_loss: 0.2305 29/2423 [..............................] - ETA: 19:08 - loss: 388.4626 - logits_profile_predictions_loss: 386.2791 - logcount_predictions_loss: 0.2298 30/2423 [..............................] - ETA: 19:08 - loss: 388.0340 - logits_profile_predictions_loss: 385.8566 - logcount_predictions_loss: 0.2292 31/2423 [..............................] - ETA: 19:07 - loss: 387.6454 - logits_profile_predictions_loss: 385.4739 - logcount_predictions_loss: 0.2286 32/2423 [..............................] - ETA: 19:07 - loss: 387.2778 - logits_profile_predictions_loss: 385.1119 - logcount_predictions_loss: 0.2280 33/2423 [..............................] - ETA: 19:06 - loss: 386.9140 - logits_profile_predictions_loss: 384.7534 - logcount_predictions_loss: 0.2274 34/2423 [..............................] - ETA: 19:06 - loss: 386.5629 - logits_profile_predictions_loss: 384.4072 - logcount_predictions_loss: 0.2269 35/2423 [..............................] - ETA: 19:05 - loss: 386.2032 - logits_profile_predictions_loss: 384.0524 - logcount_predictions_loss: 0.2264 36/2423 [..............................] - ETA: 19:05 - loss: 385.8317 - logits_profile_predictions_loss: 383.6855 - logcount_predictions_loss: 0.2259 37/2423 [..............................] - ETA: 19:04 - loss: 385.4955 - logits_profile_predictions_loss: 383.3535 - logcount_predictions_loss: 0.2255 38/2423 [..............................] - ETA: 19:04 - loss: 385.1615 - logits_profile_predictions_loss: 383.0240 - logcount_predictions_loss: 0.2250 39/2423 [..............................] - ETA: 19:03 - loss: 384.8373 - logits_profile_predictions_loss: 382.7041 - logcount_predictions_loss: 0.2245 40/2423 [..............................] - ETA: 19:03 - loss: 384.5475 - logits_profile_predictions_loss: 382.4188 - logcount_predictions_loss: 0.2241 41/2423 [..............................] - ETA: 19:02 - loss: 384.2790 - logits_profile_predictions_loss: 382.1544 - logcount_predictions_loss: 0.2236 42/2423 [..............................] - ETA: 19:02 - loss: 384.0542 - logits_profile_predictions_loss: 381.9338 - logcount_predictions_loss: 0.2232 43/2423 [..............................] - ETA: 19:02 - loss: 383.8323 - logits_profile_predictions_loss: 381.7157 - logcount_predictions_loss: 0.2228 44/2423 [..............................] - ETA: 19:01 - loss: 383.6483 - logits_profile_predictions_loss: 381.5354 - logcount_predictions_loss: 0.2224 45/2423 [..............................] - ETA: 19:01 - loss: 383.4577 - logits_profile_predictions_loss: 381.3483 - logcount_predictions_loss: 0.2220 46/2423 [..............................] - ETA: 19:00 - loss: 383.2619 - logits_profile_predictions_loss: 381.1561 - logcount_predictions_loss: 0.2217 47/2423 [..............................] - ETA: 19:00 - loss: 383.0452 - logits_profile_predictions_loss: 380.9422 - logcount_predictions_loss: 0.2214 48/2423 [..............................] - ETA: 18:59 - loss: 382.8099 - logits_profile_predictions_loss: 380.7096 - logcount_predictions_loss: 0.2211 49/2423 [..............................] - ETA: 18:59 - loss: 382.5844 - logits_profile_predictions_loss: 380.4872 - logcount_predictions_loss: 0.2208 50/2423 [..............................] - ETA: 18:58 - loss: 382.3669 - logits_profile_predictions_loss: 380.2725 - logcount_predictions_loss: 0.2205 51/2423 [..............................] - ETA: 18:58 - loss: 382.1425 - logits_profile_predictions_loss: 380.0509 - logcount_predictions_loss: 0.2202 52/2423 [..............................] - ETA: 18:57 - loss: 381.9267 - logits_profile_predictions_loss: 379.8376 - logcount_predictions_loss: 0.2199 53/2423 [..............................] - ETA: 18:57 - loss: 381.7221 - logits_profile_predictions_loss: 379.6356 - logcount_predictions_loss: 0.2196 54/2423 [..............................] - ETA: 18:56 - loss: 381.5102 - logits_profile_predictions_loss: 379.4263 - logcount_predictions_loss: 0.2194 55/2423 [..............................] - ETA: 18:56 - loss: 381.3023 - logits_profile_predictions_loss: 379.2208 - logcount_predictions_loss: 0.2191 56/2423 [..............................] - ETA: 18:55 - loss: 381.1184 - logits_profile_predictions_loss: 379.0394 - logcount_predictions_loss: 0.2188 57/2423 [..............................] - ETA: 18:55 - loss: 380.9313 - logits_profile_predictions_loss: 378.8547 - logcount_predictions_loss: 0.2186 58/2423 [..............................] - ETA: 18:55 - loss: 380.7428 - logits_profile_predictions_loss: 378.6687 - logcount_predictions_loss: 0.2183 59/2423 [..............................] - ETA: 18:54 - loss: 380.5657 - logits_profile_predictions_loss: 378.4941 - logcount_predictions_loss: 0.2181 60/2423 [..............................] - ETA: 18:54 - loss: 380.3963 - logits_profile_predictions_loss: 378.3270 - logcount_predictions_loss: 0.2178 61/2423 [..............................] - ETA: 18:53 - loss: 380.2409 - logits_profile_predictions_loss: 378.1741 - logcount_predictions_loss: 0.2176 62/2423 [..............................] - ETA: 18:53 - loss: 380.1005 - logits_profile_predictions_loss: 378.0360 - logcount_predictions_loss: 0.2173 63/2423 [..............................] - ETA: 18:52 - loss: 379.9687 - logits_profile_predictions_loss: 377.9064 - logcount_predictions_loss: 0.2171 64/2423 [..............................] - ETA: 18:52 - loss: 379.8441 - logits_profile_predictions_loss: 377.7840 - logcount_predictions_loss: 0.2169 65/2423 [..............................] - ETA: 18:51 - loss: 379.7233 - logits_profile_predictions_loss: 377.6654 - logcount_predictions_loss: 0.2166 66/2423 [..............................] - ETA: 18:51 - loss: 379.6042 - logits_profile_predictions_loss: 377.5484 - logcount_predictions_loss: 0.2164 67/2423 [..............................] - ETA: 18:50 - loss: 379.4865 - logits_profile_predictions_loss: 377.4329 - logcount_predictions_loss: 0.2162 68/2423 [..............................] - ETA: 18:50 - loss: 379.3680 - logits_profile_predictions_loss: 377.3165 - logcount_predictions_loss: 0.2160 69/2423 [..............................] - ETA: 18:49 - loss: 379.2515 - logits_profile_predictions_loss: 377.2020 - logcount_predictions_loss: 0.2157 70/2423 [..............................] - ETA: 18:49 - loss: 379.1463 - logits_profile_predictions_loss: 377.0988 - logcount_predictions_loss: 0.2155 71/2423 [..............................] - ETA: 18:48 - loss: 379.0402 - logits_profile_predictions_loss: 376.9948 - logcount_predictions_loss: 0.2153 72/2423 [..............................] - ETA: 18:48 - loss: 378.9430 - logits_profile_predictions_loss: 376.8997 - logcount_predictions_loss: 0.2151 73/2423 [..............................] - ETA: 18:47 - loss: 378.8421 - logits_profile_predictions_loss: 376.8008 - logcount_predictions_loss: 0.2149 74/2423 [..............................] - ETA: 18:47 - loss: 378.7485 - logits_profile_predictions_loss: 376.7090 - logcount_predictions_loss: 0.2147 75/2423 [..............................] - ETA: 18:46 - loss: 378.6569 - logits_profile_predictions_loss: 376.6192 - logcount_predictions_loss: 0.2145 76/2423 [..............................] - ETA: 18:46 - loss: 378.5745 - logits_profile_predictions_loss: 376.5385 - logcount_predictions_loss: 0.2143 77/2423 [..............................] - ETA: 18:45 - loss: 378.4884 - logits_profile_predictions_loss: 376.4543 - logcount_predictions_loss: 0.2141 78/2423 [..............................] - ETA: 18:45 - loss: 378.4001 - logits_profile_predictions_loss: 376.3678 - logcount_predictions_loss: 0.2139 79/2423 [..............................] - ETA: 18:44 - loss: 378.3143 - logits_profile_predictions_loss: 376.2837 - logcount_predictions_loss: 0.2137 80/2423 [..............................] - ETA: 18:44 - loss: 378.2237 - logits_profile_predictions_loss: 376.1948 - logcount_predictions_loss: 0.2136 81/2423 [>.............................] - ETA: 18:43 - loss: 378.1323 - logits_profile_predictions_loss: 376.1050 - logcount_predictions_loss: 0.2134 82/2423 [>.............................] - ETA: 18:43 - loss: 378.0400 - logits_profile_predictions_loss: 376.0143 - logcount_predictions_loss: 0.2132 83/2423 [>.............................] - ETA: 18:42 - loss: 377.9504 - logits_profile_predictions_loss: 375.9261 - logcount_predictions_loss: 0.2131 84/2423 [>.............................] - ETA: 18:42 - loss: 377.8570 - logits_profile_predictions_loss: 375.8341 - logcount_predictions_loss: 0.2129 85/2423 [>.............................] - ETA: 18:42 - loss: 377.7602 - logits_profile_predictions_loss: 375.7386 - logcount_predictions_loss: 0.2128 86/2423 [>.............................] - ETA: 18:41 - loss: 377.6649 - logits_profile_predictions_loss: 375.6446 - logcount_predictions_loss: 0.2127 87/2423 [>.............................] - ETA: 18:41 - loss: 377.5830 - logits_profile_predictions_loss: 375.5640 - logcount_predictions_loss: 0.2125 88/2423 [>.............................] - ETA: 18:40 - loss: 377.5052 - logits_profile_predictions_loss: 375.4874 - logcount_predictions_loss: 0.2124 89/2423 [>.............................] - ETA: 18:40 - loss: 377.4225 - logits_profile_predictions_loss: 375.4059 - logcount_predictions_loss: 0.2123 90/2423 [>.............................] - ETA: 18:39 - loss: 377.3427 - logits_profile_predictions_loss: 375.3272 - logcount_predictions_loss: 0.2122 91/2423 [>.............................] - ETA: 18:39 - loss: 377.2598 - logits_profile_predictions_loss: 375.2454 - logcount_predictions_loss: 0.2120 92/2423 [>.............................] - ETA: 18:38 - loss: 377.1774 - logits_profile_predictions_loss: 375.1641 - logcount_predictions_loss: 0.2119 93/2423 [>.............................] - ETA: 18:38 - loss: 377.0986 - logits_profile_predictions_loss: 375.0864 - logcount_predictions_loss: 0.2118 94/2423 [>.............................] - ETA: 18:37 - loss: 377.0247 - logits_profile_predictions_loss: 375.0135 - logcount_predictions_loss: 0.2117 95/2423 [>.............................] - ETA: 18:37 - loss: 376.9559 - logits_profile_predictions_loss: 374.9458 - logcount_predictions_loss: 0.2116 96/2423 [>.............................] - ETA: 18:36 - loss: 376.8905 - logits_profile_predictions_loss: 374.8814 - logcount_predictions_loss: 0.2115 97/2423 [>.............................] - ETA: 18:36 - loss: 376.8282 - logits_profile_predictions_loss: 374.8201 - logcount_predictions_loss: 0.2114 98/2423 [>.............................] - ETA: 18:35 - loss: 376.7710 - logits_profile_predictions_loss: 374.7638 - logcount_predictions_loss: 0.2113 99/2423 [>.............................] - ETA: 18:35 - loss: 376.7187 - logits_profile_predictions_loss: 374.7123 - logcount_predictions_loss: 0.2112 100/2423 [>.............................] - ETA: 18:34 - loss: 376.6656 - logits_profile_predictions_loss: 374.6602 - logcount_predictions_loss: 0.2111 101/2423 [>.............................] - ETA: 18:34 - loss: 376.6129 - logits_profile_predictions_loss: 374.6084 - logcount_predictions_loss: 0.2110 102/2423 [>.............................] - ETA: 18:33 - loss: 376.5601 - logits_profile_predictions_loss: 374.5565 - logcount_predictions_loss: 0.2109 103/2423 [>.............................] - ETA: 18:33 - loss: 376.5086 - logits_profile_predictions_loss: 374.5058 - logcount_predictions_loss: 0.2108 104/2423 [>.............................] - ETA: 18:32 - loss: 376.4578 - logits_profile_predictions_loss: 374.4558 - logcount_predictions_loss: 0.2107 105/2423 [>.............................] - ETA: 18:32 - loss: 376.4068 - logits_profile_predictions_loss: 374.4055 - logcount_predictions_loss: 0.2107 106/2423 [>.............................] - ETA: 18:31 - loss: 376.3582 - logits_profile_predictions_loss: 374.3576 - logcount_predictions_loss: 0.2106 107/2423 [>.............................] - ETA: 18:31 - loss: 376.3072 - logits_profile_predictions_loss: 374.3073 - logcount_predictions_loss: 0.2105 108/2423 [>.............................] - ETA: 18:30 - loss: 376.2534 - logits_profile_predictions_loss: 374.2543 - logcount_predictions_loss: 0.2104 109/2423 [>.............................] - ETA: 18:30 - loss: 376.1965 - logits_profile_predictions_loss: 374.1981 - logcount_predictions_loss: 0.2104 110/2423 [>.............................] - ETA: 18:29 - loss: 376.1391 - logits_profile_predictions_loss: 374.1414 - logcount_predictions_loss: 0.2103 111/2423 [>.............................] - ETA: 18:29 - loss: 376.0828 - logits_profile_predictions_loss: 374.0859 - logcount_predictions_loss: 0.2102 112/2423 [>.............................] - ETA: 18:28 - loss: 376.0280 - logits_profile_predictions_loss: 374.0318 - logcount_predictions_loss: 0.2101 113/2423 [>.............................] - ETA: 18:28 - loss: 375.9753 - logits_profile_predictions_loss: 373.9798 - logcount_predictions_loss: 0.2101 114/2423 [>.............................] - ETA: 18:27 - loss: 375.9207 - logits_profile_predictions_loss: 373.9259 - logcount_predictions_loss: 0.2100 115/2423 [>.............................] - ETA: 18:27 - loss: 375.8664 - logits_profile_predictions_loss: 373.8723 - logcount_predictions_loss: 0.2099 116/2423 [>.............................] - ETA: 18:27 - loss: 375.8137 - logits_profile_predictions_loss: 373.8202 - logcount_predictions_loss: 0.2098 117/2423 [>.............................] - ETA: 18:26 - loss: 375.7605 - logits_profile_predictions_loss: 373.7677 - logcount_predictions_loss: 0.2098 118/2423 [>.............................] - ETA: 18:26 - loss: 375.7055 - logits_profile_predictions_loss: 373.7133 - logcount_predictions_loss: 0.2097 119/2423 [>.............................] - ETA: 18:25 - loss: 375.6516 - logits_profile_predictions_loss: 373.6600 - logcount_predictions_loss: 0.2096 120/2423 [>.............................] - ETA: 18:25 - loss: 375.5994 - logits_profile_predictions_loss: 373.6083 - logcount_predictions_loss: 0.2096 121/2423 [>.............................] - ETA: 18:24 - loss: 375.5486 - logits_profile_predictions_loss: 373.5581 - logcount_predictions_loss: 0.2095 122/2423 [>.............................] - ETA: 18:24 - loss: 375.5014 - logits_profile_predictions_loss: 373.5114 - logcount_predictions_loss: 0.2095 123/2423 [>.............................] - ETA: 18:23 - loss: 375.4563 - logits_profile_predictions_loss: 373.4668 - logcount_predictions_loss: 0.2094 124/2423 [>.............................] - ETA: 18:23 - loss: 375.4129 - logits_profile_predictions_loss: 373.4240 - logcount_predictions_loss: 0.2094 125/2423 [>.............................] - ETA: 18:22 - loss: 375.3725 - logits_profile_predictions_loss: 373.3841 - logcount_predictions_loss: 0.2093 126/2423 [>.............................] - ETA: 18:22 - loss: 375.3339 - logits_profile_predictions_loss: 373.3461 - logcount_predictions_loss: 0.2092 127/2423 [>.............................] - ETA: 18:21 - loss: 375.2935 - logits_profile_predictions_loss: 373.3062 - logcount_predictions_loss: 0.2092 128/2423 [>.............................] - ETA: 18:21 - loss: 375.2535 - logits_profile_predictions_loss: 373.2665 - logcount_predictions_loss: 0.2092 129/2423 [>.............................] - ETA: 18:20 - loss: 375.2129 - logits_profile_predictions_loss: 373.2263 - logcount_predictions_loss: 0.2091 130/2423 [>.............................] - ETA: 18:20 - loss: 375.1727 - logits_profile_predictions_loss: 373.1864 - logcount_predictions_loss: 0.2091 131/2423 [>.............................] - ETA: 18:19 - loss: 375.1340 - logits_profile_predictions_loss: 373.1480 - logcount_predictions_loss: 0.2091 132/2423 [>.............................] - ETA: 18:19 - loss: 375.0950 - logits_profile_predictions_loss: 373.1092 - logcount_predictions_loss: 0.2090 133/2423 [>.............................] - ETA: 18:18 - loss: 375.0536 - logits_profile_predictions_loss: 373.0681 - logcount_predictions_loss: 0.2090 134/2423 [>.............................] - ETA: 18:18 - loss: 375.0128 - logits_profile_predictions_loss: 373.0274 - logcount_predictions_loss: 0.2090 135/2423 [>.............................] - ETA: 18:17 - loss: 374.9734 - logits_profile_predictions_loss: 372.9882 - logcount_predictions_loss: 0.2090 136/2423 [>.............................] - ETA: 18:17 - loss: 374.9342 - logits_profile_predictions_loss: 372.9492 - logcount_predictions_loss: 0.2089 137/2423 [>.............................] - ETA: 18:16 - loss: 374.8916 - logits_profile_predictions_loss: 372.9068 - logcount_predictions_loss: 0.2089 138/2423 [>.............................] - ETA: 18:16 - loss: 374.8506 - logits_profile_predictions_loss: 372.8659 - logcount_predictions_loss: 0.2089 139/2423 [>.............................] - ETA: 18:16 - loss: 374.8111 - logits_profile_predictions_loss: 372.8266 - logcount_predictions_loss: 0.2089 140/2423 [>.............................] - ETA: 18:15 - loss: 374.7720 - logits_profile_predictions_loss: 372.7876 - logcount_predictions_loss: 0.2089 141/2423 [>.............................] - ETA: 18:15 - loss: 374.7331 - logits_profile_predictions_loss: 372.7490 - logcount_predictions_loss: 0.2089 142/2423 [>.............................] - ETA: 18:14 - loss: 374.6969 - logits_profile_predictions_loss: 372.7130 - logcount_predictions_loss: 0.2088 143/2423 [>.............................] - ETA: 18:14 - loss: 374.6604 - logits_profile_predictions_loss: 372.6767 - logcount_predictions_loss: 0.2088 144/2423 [>.............................] - ETA: 18:13 - loss: 374.6249 - logits_profile_predictions_loss: 372.6413 - logcount_predictions_loss: 0.2088 145/2423 [>.............................] - ETA: 18:13 - loss: 374.5880 - logits_profile_predictions_loss: 372.6046 - logcount_predictions_loss: 0.2088 146/2423 [>.............................] - ETA: 18:12 - loss: 374.5517 - logits_profile_predictions_loss: 372.5684 - logcount_predictions_loss: 0.2088 147/2423 [>.............................] - ETA: 18:12 - loss: 374.5138 - logits_profile_predictions_loss: 372.5307 - logcount_predictions_loss: 0.2087 148/2423 [>.............................] - ETA: 18:11 - loss: 374.4754 - 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[===>..........................] - ETA: 16:10 - loss: 369.2025 - logits_profile_predictions_loss: 367.2479 - logcount_predictions_loss: 0.2058 403/2423 [===>..........................] - ETA: 16:09 - loss: 369.1929 - logits_profile_predictions_loss: 367.2384 - logcount_predictions_loss: 0.2057 404/2423 [====>.........................] - ETA: 16:09 - loss: 369.1835 - logits_profile_predictions_loss: 367.2290 - logcount_predictions_loss: 0.2057 405/2423 [====>.........................] - ETA: 16:08 - loss: 369.1736 - logits_profile_predictions_loss: 367.2193 - logcount_predictions_loss: 0.2057 406/2423 [====>.........................] - ETA: 16:08 - loss: 369.1641 - logits_profile_predictions_loss: 367.2099 - logcount_predictions_loss: 0.2057 407/2423 [====>.........................] - ETA: 16:07 - loss: 369.1546 - logits_profile_predictions_loss: 367.2005 - logcount_predictions_loss: 0.2057 408/2423 [====>.........................] - ETA: 16:07 - loss: 369.1455 - 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[============================>.] - ETA: 27s - loss: 365.3538 - logits_profile_predictions_loss: 363.4122 - logcount_predictions_loss: 0.2044 2366/2423 [============================>.] - ETA: 27s - loss: 365.3534 - logits_profile_predictions_loss: 363.4118 - logcount_predictions_loss: 0.2044 2367/2423 [============================>.] - ETA: 26s - loss: 365.3530 - logits_profile_predictions_loss: 363.4114 - logcount_predictions_loss: 0.2044 2368/2423 [============================>.] - ETA: 26s - loss: 365.3526 - logits_profile_predictions_loss: 363.4109 - logcount_predictions_loss: 0.2044 2369/2423 [============================>.] - ETA: 25s - loss: 365.3521 - logits_profile_predictions_loss: 363.4105 - logcount_predictions_loss: 0.2044 2370/2423 [============================>.] - ETA: 25s - loss: 365.3517 - logits_profile_predictions_loss: 363.4101 - logcount_predictions_loss: 0.2044 2371/2423 [============================>.] - ETA: 24s - loss: 365.3513 - 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[============================>.] - ETA: 21s - loss: 365.3483 - logits_profile_predictions_loss: 363.4068 - logcount_predictions_loss: 0.2044 2379/2423 [============================>.] - ETA: 21s - loss: 365.3479 - logits_profile_predictions_loss: 363.4063 - logcount_predictions_loss: 0.2044 2380/2423 [============================>.] - ETA: 20s - loss: 365.3474 - logits_profile_predictions_loss: 363.4059 - logcount_predictions_loss: 0.2044 2381/2423 [============================>.] - ETA: 20s - loss: 365.3470 - logits_profile_predictions_loss: 363.4055 - logcount_predictions_loss: 0.2044 2382/2423 [============================>.] - ETA: 19s - loss: 365.3466 - logits_profile_predictions_loss: 363.4051 - logcount_predictions_loss: 0.2044 2383/2423 [============================>.] - ETA: 19s - loss: 365.3462 - logits_profile_predictions_loss: 363.4046 - logcount_predictions_loss: 0.2044 2384/2423 [============================>.] - ETA: 18s - loss: 365.3457 - 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[============================>.] - ETA: 15s - loss: 365.3428 - logits_profile_predictions_loss: 363.4013 - logcount_predictions_loss: 0.2043 2392/2423 [============================>.] - ETA: 14s - loss: 365.3424 - logits_profile_predictions_loss: 363.4009 - logcount_predictions_loss: 0.2043 2393/2423 [============================>.] - ETA: 14s - loss: 365.3420 - logits_profile_predictions_loss: 363.4005 - logcount_predictions_loss: 0.2043 2394/2423 [============================>.] - ETA: 13s - loss: 365.3416 - logits_profile_predictions_loss: 363.4001 - logcount_predictions_loss: 0.2043 2395/2423 [============================>.] - ETA: 13s - loss: 365.3411 - logits_profile_predictions_loss: 363.3997 - logcount_predictions_loss: 0.2043 2396/2423 [============================>.] - ETA: 12s - loss: 365.3407 - logits_profile_predictions_loss: 363.3993 - logcount_predictions_loss: 0.2043 2397/2423 [============================>.] - ETA: 12s - loss: 365.3403 - 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[============================>.] - ETA: 9s - loss: 365.3372 - logits_profile_predictions_loss: 363.3958 - logcount_predictions_loss: 0.2043 2405/2423 [============================>.] - ETA: 8s - loss: 365.3368 - logits_profile_predictions_loss: 363.3954 - logcount_predictions_loss: 0.2043 2406/2423 [============================>.] - ETA: 8s - loss: 365.3363 - logits_profile_predictions_loss: 363.3949 - logcount_predictions_loss: 0.2043 2407/2423 [============================>.] - ETA: 7s - loss: 365.3359 - logits_profile_predictions_loss: 363.3945 - logcount_predictions_loss: 0.2043 2408/2423 [============================>.] - ETA: 7s - loss: 365.3355 - logits_profile_predictions_loss: 363.3941 - logcount_predictions_loss: 0.2043 2409/2423 [============================>.] - ETA: 6s - loss: 365.3350 - logits_profile_predictions_loss: 363.3937 - logcount_predictions_loss: 0.2043 2410/2423 [============================>.] - ETA: 6s - loss: 365.3346 - logits_profile_predictions_loss: 363.3932 - logcount_predictions_loss: 0.2043 2411/2423 [============================>.] - ETA: 5s - loss: 365.3342 - logits_profile_predictions_loss: 363.3928 - logcount_predictions_loss: 0.2043 2412/2423 [============================>.] - ETA: 5s - loss: 365.3337 - logits_profile_predictions_loss: 363.3924 - logcount_predictions_loss: 0.2043 2413/2423 [============================>.] - ETA: 4s - loss: 365.3333 - logits_profile_predictions_loss: 363.3919 - logcount_predictions_loss: 0.2043 2414/2423 [============================>.] - ETA: 4s - loss: 365.3328 - logits_profile_predictions_loss: 363.3915 - logcount_predictions_loss: 0.2043 2415/2423 [============================>.] - ETA: 3s - loss: 365.3324 - logits_profile_predictions_loss: 363.3911 - logcount_predictions_loss: 0.2043 2416/2423 [============================>.] - ETA: 3s - loss: 365.3320 - logits_profile_predictions_loss: 363.3906 - logcount_predictions_loss: 0.2043 2417/2423 [============================>.] - ETA: 2s - loss: 365.3315 - logits_profile_predictions_loss: 363.3902 - logcount_predictions_loss: 0.2043 2418/2423 [============================>.] - ETA: 2s - loss: 365.3311 - logits_profile_predictions_loss: 363.3898 - logcount_predictions_loss: 0.2043 2419/2423 [============================>.] - ETA: 1s - loss: 365.3307 - logits_profile_predictions_loss: 363.3893 - logcount_predictions_loss: 0.2043 2420/2423 [============================>.] - ETA: 1s - loss: 365.3302 - logits_profile_predictions_loss: 363.3889 - logcount_predictions_loss: 0.2043 2421/2423 [============================>.] - ETA: 0s - loss: 365.3298 - logits_profile_predictions_loss: 363.3885 - logcount_predictions_loss: 0.2043 2422/2423 [============================>.] - ETA: 0s - loss: 365.3293 - logits_profile_predictions_loss: 363.3880 - logcount_predictions_loss: 0.2043 2423/2423 [==============================] - ETA: 0s - loss: 365.3289 - logits_profile_predictions_loss: 363.3876 - logcount_predictions_loss: 0.2043 2423/2423 [==============================] - 1209s 499ms/step - loss: 365.3284 - logits_profile_predictions_loss: 363.3871 - logcount_predictions_loss: 0.2043 - val_loss: 365.3782 - val_logits_profile_predictions_loss: 363.8211 - val_logcount_predictions_loss: 0.1639 Epoch 00006: val_loss improved from 366.92313 to 365.37823, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 7/50 1/2423 [..............................] - ETA: 20:47 - loss: 392.9977 - logits_profile_predictions_loss: 391.1418 - logcount_predictions_loss: 0.1954 2/2423 [..............................] - ETA: 19:22 - loss: 382.3614 - logits_profile_predictions_loss: 380.5277 - logcount_predictions_loss: 0.1930 3/2423 [..............................] - ETA: 19:21 - loss: 380.2850 - logits_profile_predictions_loss: 378.3545 - logcount_predictions_loss: 0.2032 4/2423 [..............................] - ETA: 19:21 - loss: 378.4883 - 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[..............................] - ETA: 19:16 - loss: 365.1108 - logits_profile_predictions_loss: 363.2507 - logcount_predictions_loss: 0.1958 12/2423 [..............................] - ETA: 19:16 - loss: 363.7634 - logits_profile_predictions_loss: 361.9127 - logcount_predictions_loss: 0.1948 13/2423 [..............................] - ETA: 19:15 - loss: 362.6834 - logits_profile_predictions_loss: 360.8390 - logcount_predictions_loss: 0.1941 14/2423 [..............................] - ETA: 19:15 - loss: 361.8834 - logits_profile_predictions_loss: 360.0432 - logcount_predictions_loss: 0.1937 15/2423 [..............................] - ETA: 19:14 - loss: 361.1581 - logits_profile_predictions_loss: 359.3243 - logcount_predictions_loss: 0.1930 16/2423 [..............................] - ETA: 19:14 - loss: 360.5745 - logits_profile_predictions_loss: 358.7455 - logcount_predictions_loss: 0.1925 17/2423 [..............................] - ETA: 19:13 - loss: 359.8834 - 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[..............................] - ETA: 19:10 - loss: 357.6254 - logits_profile_predictions_loss: 355.7689 - logcount_predictions_loss: 0.1954 25/2423 [..............................] - ETA: 19:09 - loss: 357.5028 - logits_profile_predictions_loss: 355.6419 - logcount_predictions_loss: 0.1959 26/2423 [..............................] - ETA: 19:09 - loss: 357.4523 - logits_profile_predictions_loss: 355.5875 - logcount_predictions_loss: 0.1963 27/2423 [..............................] - ETA: 19:08 - loss: 357.3367 - logits_profile_predictions_loss: 355.4688 - logcount_predictions_loss: 0.1966 28/2423 [..............................] - ETA: 19:08 - loss: 357.2032 - logits_profile_predictions_loss: 355.3322 - logcount_predictions_loss: 0.1969 29/2423 [..............................] - ETA: 19:07 - loss: 357.0878 - logits_profile_predictions_loss: 355.2143 - logcount_predictions_loss: 0.1972 30/2423 [..............................] - ETA: 19:07 - loss: 357.0048 - 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[..............................] - ETA: 19:03 - loss: 356.9804 - logits_profile_predictions_loss: 355.0935 - logcount_predictions_loss: 0.1986 38/2423 [..............................] - ETA: 19:03 - loss: 356.9794 - logits_profile_predictions_loss: 355.0917 - logcount_predictions_loss: 0.1987 39/2423 [..............................] - ETA: 19:02 - loss: 356.9456 - logits_profile_predictions_loss: 355.0571 - logcount_predictions_loss: 0.1988 40/2423 [..............................] - ETA: 19:02 - loss: 356.8908 - logits_profile_predictions_loss: 355.0016 - logcount_predictions_loss: 0.1989 41/2423 [..............................] - ETA: 19:02 - loss: 356.8379 - logits_profile_predictions_loss: 354.9488 - logcount_predictions_loss: 0.1989 42/2423 [..............................] - ETA: 19:01 - loss: 356.7640 - logits_profile_predictions_loss: 354.8751 - logcount_predictions_loss: 0.1988 43/2423 [..............................] - ETA: 19:01 - loss: 356.6937 - 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[..............................] - ETA: 18:57 - loss: 356.3058 - logits_profile_predictions_loss: 354.4215 - logcount_predictions_loss: 0.1984 51/2423 [..............................] - ETA: 18:57 - loss: 356.3036 - logits_profile_predictions_loss: 354.4202 - logcount_predictions_loss: 0.1983 52/2423 [..............................] - ETA: 18:56 - loss: 356.3119 - logits_profile_predictions_loss: 354.4292 - logcount_predictions_loss: 0.1982 53/2423 [..............................] - ETA: 18:56 - loss: 356.3128 - logits_profile_predictions_loss: 354.4311 - logcount_predictions_loss: 0.1981 54/2423 [..............................] - ETA: 18:55 - loss: 356.3107 - logits_profile_predictions_loss: 354.4297 - logcount_predictions_loss: 0.1980 55/2423 [..............................] - ETA: 18:55 - loss: 356.3133 - logits_profile_predictions_loss: 354.4328 - logcount_predictions_loss: 0.1980 56/2423 [..............................] - ETA: 18:54 - loss: 356.2990 - 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[..............................] - ETA: 18:51 - loss: 356.0417 - logits_profile_predictions_loss: 354.1647 - logcount_predictions_loss: 0.1976 64/2423 [..............................] - ETA: 18:51 - loss: 356.0104 - logits_profile_predictions_loss: 354.1338 - logcount_predictions_loss: 0.1975 65/2423 [..............................] - ETA: 18:50 - loss: 355.9925 - logits_profile_predictions_loss: 354.1165 - logcount_predictions_loss: 0.1975 66/2423 [..............................] - ETA: 18:50 - loss: 355.9868 - logits_profile_predictions_loss: 354.1110 - logcount_predictions_loss: 0.1975 67/2423 [..............................] - ETA: 18:49 - loss: 355.9802 - logits_profile_predictions_loss: 354.1046 - logcount_predictions_loss: 0.1974 68/2423 [..............................] - ETA: 18:49 - loss: 355.9756 - logits_profile_predictions_loss: 354.1003 - logcount_predictions_loss: 0.1974 69/2423 [..............................] - ETA: 18:48 - loss: 355.9704 - 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logits_profile_predictions_loss: 360.8909 - logcount_predictions_loss: 0.1943 2371/2423 [============================>.] - ETA: 24s - loss: 362.7371 - logits_profile_predictions_loss: 360.8910 - logcount_predictions_loss: 0.1943 2372/2423 [============================>.] - ETA: 24s - loss: 362.7372 - logits_profile_predictions_loss: 360.8911 - logcount_predictions_loss: 0.1943 2373/2423 [============================>.] - ETA: 24s - loss: 362.7373 - logits_profile_predictions_loss: 360.8912 - logcount_predictions_loss: 0.1943 2374/2423 [============================>.] - ETA: 23s - loss: 362.7374 - logits_profile_predictions_loss: 360.8914 - logcount_predictions_loss: 0.1943 2375/2423 [============================>.] - ETA: 23s - loss: 362.7376 - logits_profile_predictions_loss: 360.8915 - logcount_predictions_loss: 0.1943 2376/2423 [============================>.] - ETA: 22s - loss: 362.7377 - logits_profile_predictions_loss: 360.8916 - logcount_predictions_loss: 0.1943 2377/2423 [============================>.] - ETA: 22s - loss: 362.7378 - logits_profile_predictions_loss: 360.8918 - logcount_predictions_loss: 0.1943 2378/2423 [============================>.] - ETA: 21s - loss: 362.7380 - logits_profile_predictions_loss: 360.8919 - logcount_predictions_loss: 0.1943 2379/2423 [============================>.] - ETA: 21s - loss: 362.7381 - logits_profile_predictions_loss: 360.8920 - logcount_predictions_loss: 0.1943 2380/2423 [============================>.] - ETA: 20s - loss: 362.7382 - logits_profile_predictions_loss: 360.8922 - logcount_predictions_loss: 0.1943 2381/2423 [============================>.] - ETA: 20s - loss: 362.7384 - logits_profile_predictions_loss: 360.8923 - logcount_predictions_loss: 0.1943 2382/2423 [============================>.] - ETA: 19s - loss: 362.7385 - logits_profile_predictions_loss: 360.8925 - logcount_predictions_loss: 0.1943 2383/2423 [============================>.] - ETA: 19s - loss: 362.7386 - logits_profile_predictions_loss: 360.8926 - logcount_predictions_loss: 0.1943 2384/2423 [============================>.] - ETA: 18s - loss: 362.7388 - logits_profile_predictions_loss: 360.8927 - logcount_predictions_loss: 0.1943 2385/2423 [============================>.] - ETA: 18s - loss: 362.7389 - logits_profile_predictions_loss: 360.8929 - logcount_predictions_loss: 0.1943 2386/2423 [============================>.] - ETA: 17s - loss: 362.7390 - logits_profile_predictions_loss: 360.8930 - logcount_predictions_loss: 0.1943 2387/2423 [============================>.] - ETA: 17s - loss: 362.7391 - logits_profile_predictions_loss: 360.8931 - logcount_predictions_loss: 0.1943 2388/2423 [============================>.] - ETA: 16s - loss: 362.7393 - logits_profile_predictions_loss: 360.8932 - logcount_predictions_loss: 0.1943 2389/2423 [============================>.] - ETA: 16s - loss: 362.7394 - logits_profile_predictions_loss: 360.8934 - logcount_predictions_loss: 0.1943 2390/2423 [============================>.] - ETA: 15s - loss: 362.7395 - logits_profile_predictions_loss: 360.8935 - logcount_predictions_loss: 0.1943 2391/2423 [============================>.] - ETA: 15s - loss: 362.7396 - logits_profile_predictions_loss: 360.8936 - logcount_predictions_loss: 0.1943 2392/2423 [============================>.] - ETA: 14s - loss: 362.7397 - logits_profile_predictions_loss: 360.8937 - logcount_predictions_loss: 0.1943 2393/2423 [============================>.] - ETA: 14s - loss: 362.7399 - logits_profile_predictions_loss: 360.8939 - logcount_predictions_loss: 0.1943 2394/2423 [============================>.] - ETA: 13s - loss: 362.7400 - logits_profile_predictions_loss: 360.8940 - logcount_predictions_loss: 0.1943 2395/2423 [============================>.] - ETA: 13s - loss: 362.7401 - logits_profile_predictions_loss: 360.8941 - logcount_predictions_loss: 0.1943 2396/2423 [============================>.] - ETA: 12s - loss: 362.7402 - logits_profile_predictions_loss: 360.8942 - logcount_predictions_loss: 0.1943 2397/2423 [============================>.] - ETA: 12s - loss: 362.7403 - logits_profile_predictions_loss: 360.8944 - logcount_predictions_loss: 0.1943 2398/2423 [============================>.] - ETA: 12s - loss: 362.7404 - logits_profile_predictions_loss: 360.8945 - logcount_predictions_loss: 0.1943 2399/2423 [============================>.] - ETA: 11s - loss: 362.7405 - logits_profile_predictions_loss: 360.8946 - logcount_predictions_loss: 0.1943 2400/2423 [============================>.] - ETA: 11s - loss: 362.7407 - logits_profile_predictions_loss: 360.8947 - logcount_predictions_loss: 0.1943 2401/2423 [============================>.] - ETA: 10s - loss: 362.7408 - logits_profile_predictions_loss: 360.8948 - logcount_predictions_loss: 0.1943 2402/2423 [============================>.] - ETA: 10s - loss: 362.7409 - logits_profile_predictions_loss: 360.8949 - logcount_predictions_loss: 0.1943 2403/2423 [============================>.] - ETA: 9s - loss: 362.7410 - logits_profile_predictions_loss: 360.8950 - logcount_predictions_loss: 0.1943  2404/2423 [============================>.] - ETA: 9s - loss: 362.7411 - logits_profile_predictions_loss: 360.8951 - logcount_predictions_loss: 0.1943 2405/2423 [============================>.] - ETA: 8s - loss: 362.7412 - logits_profile_predictions_loss: 360.8952 - logcount_predictions_loss: 0.1943 2406/2423 [============================>.] - ETA: 8s - loss: 362.7413 - logits_profile_predictions_loss: 360.8953 - logcount_predictions_loss: 0.1943 2407/2423 [============================>.] - ETA: 7s - loss: 362.7414 - logits_profile_predictions_loss: 360.8954 - logcount_predictions_loss: 0.1943 2408/2423 [============================>.] - ETA: 7s - loss: 362.7415 - logits_profile_predictions_loss: 360.8955 - logcount_predictions_loss: 0.1943 2409/2423 [============================>.] - ETA: 6s - loss: 362.7416 - logits_profile_predictions_loss: 360.8956 - logcount_predictions_loss: 0.1943 2410/2423 [============================>.] - ETA: 6s - loss: 362.7417 - logits_profile_predictions_loss: 360.8958 - logcount_predictions_loss: 0.1943 2411/2423 [============================>.] - ETA: 5s - loss: 362.7418 - logits_profile_predictions_loss: 360.8959 - logcount_predictions_loss: 0.1943 2412/2423 [============================>.] - ETA: 5s - loss: 362.7419 - logits_profile_predictions_loss: 360.8960 - logcount_predictions_loss: 0.1943 2413/2423 [============================>.] - ETA: 4s - loss: 362.7420 - logits_profile_predictions_loss: 360.8961 - logcount_predictions_loss: 0.1943 2414/2423 [============================>.] - ETA: 4s - loss: 362.7421 - logits_profile_predictions_loss: 360.8962 - logcount_predictions_loss: 0.1943 2415/2423 [============================>.] - ETA: 3s - loss: 362.7422 - logits_profile_predictions_loss: 360.8963 - logcount_predictions_loss: 0.1943 2416/2423 [============================>.] - ETA: 3s - loss: 362.7423 - logits_profile_predictions_loss: 360.8965 - logcount_predictions_loss: 0.1943 2417/2423 [============================>.] - ETA: 2s - loss: 362.7425 - logits_profile_predictions_loss: 360.8966 - logcount_predictions_loss: 0.1943 2418/2423 [============================>.] - ETA: 2s - loss: 362.7426 - logits_profile_predictions_loss: 360.8967 - logcount_predictions_loss: 0.1943 2419/2423 [============================>.] - ETA: 1s - loss: 362.7427 - logits_profile_predictions_loss: 360.8968 - logcount_predictions_loss: 0.1943 2420/2423 [============================>.] - ETA: 1s - loss: 362.7428 - logits_profile_predictions_loss: 360.8969 - logcount_predictions_loss: 0.1943 2421/2423 [============================>.] - ETA: 0s - loss: 362.7429 - logits_profile_predictions_loss: 360.8971 - logcount_predictions_loss: 0.1943 2422/2423 [============================>.] - ETA: 0s - loss: 362.7430 - logits_profile_predictions_loss: 360.8972 - logcount_predictions_loss: 0.1943 2423/2423 [==============================] - ETA: 0s - loss: 362.7432 - logits_profile_predictions_loss: 360.8973 - logcount_predictions_loss: 0.1943 2423/2423 [==============================] - 1209s 499ms/step - loss: 362.7433 - logits_profile_predictions_loss: 360.8974 - logcount_predictions_loss: 0.1943 - val_loss: 366.1190 - val_logits_profile_predictions_loss: 364.5341 - val_logcount_predictions_loss: 0.1668 Epoch 00007: val_loss did not improve from 365.37823 Epoch 8/50 1/2423 [..............................] - ETA: 20:12 - loss: 382.9896 - logits_profile_predictions_loss: 381.6525 - logcount_predictions_loss: 0.1408 2/2423 [..............................] - ETA: 19:22 - loss: 381.6277 - logits_profile_predictions_loss: 380.1719 - logcount_predictions_loss: 0.1532 3/2423 [..............................] - ETA: 19:22 - loss: 381.5632 - logits_profile_predictions_loss: 380.0629 - logcount_predictions_loss: 0.1579 4/2423 [..............................] - ETA: 19:21 - loss: 377.7424 - logits_profile_predictions_loss: 376.1937 - logcount_predictions_loss: 0.1630 5/2423 [..............................] - ETA: 19:21 - loss: 375.3894 - logits_profile_predictions_loss: 373.8219 - logcount_predictions_loss: 0.1650 6/2423 [..............................] - ETA: 19:20 - loss: 373.3537 - logits_profile_predictions_loss: 371.7571 - logcount_predictions_loss: 0.1681 7/2423 [..............................] - ETA: 19:19 - loss: 371.2659 - logits_profile_predictions_loss: 369.6509 - logcount_predictions_loss: 0.1700 8/2423 [..............................] - ETA: 19:18 - loss: 370.2326 - logits_profile_predictions_loss: 368.6087 - logcount_predictions_loss: 0.1709 9/2423 [..............................] - ETA: 19:18 - loss: 369.4949 - logits_profile_predictions_loss: 367.8363 - logcount_predictions_loss: 0.1746 10/2423 [..............................] - ETA: 19:17 - loss: 369.6892 - logits_profile_predictions_loss: 368.0072 - logcount_predictions_loss: 0.1770 11/2423 [..............................] - ETA: 19:17 - loss: 369.5732 - logits_profile_predictions_loss: 367.8739 - logcount_predictions_loss: 0.1789 12/2423 [..............................] - ETA: 19:16 - loss: 369.6571 - logits_profile_predictions_loss: 367.9444 - logcount_predictions_loss: 0.1803 13/2423 [..............................] - ETA: 19:15 - loss: 369.8698 - logits_profile_predictions_loss: 368.1488 - logcount_predictions_loss: 0.1812 14/2423 [..............................] - ETA: 19:15 - loss: 370.1802 - logits_profile_predictions_loss: 368.4523 - logcount_predictions_loss: 0.1819 15/2423 [..............................] - ETA: 19:14 - loss: 370.1736 - logits_profile_predictions_loss: 368.4417 - logcount_predictions_loss: 0.1823 16/2423 [..............................] - ETA: 19:14 - loss: 370.0094 - logits_profile_predictions_loss: 368.2755 - logcount_predictions_loss: 0.1825 17/2423 [..............................] - ETA: 19:13 - loss: 369.8916 - logits_profile_predictions_loss: 368.1560 - logcount_predictions_loss: 0.1827 18/2423 [..............................] - ETA: 19:13 - loss: 369.8865 - logits_profile_predictions_loss: 368.1504 - logcount_predictions_loss: 0.1827 19/2423 [..............................] - ETA: 19:12 - loss: 370.0150 - logits_profile_predictions_loss: 368.2788 - logcount_predictions_loss: 0.1827 20/2423 [..............................] - ETA: 19:12 - loss: 370.2078 - logits_profile_predictions_loss: 368.4720 - logcount_predictions_loss: 0.1827 21/2423 [..............................] - ETA: 19:11 - loss: 370.3331 - logits_profile_predictions_loss: 368.5980 - logcount_predictions_loss: 0.1826 22/2423 [..............................] - ETA: 19:11 - loss: 370.3843 - logits_profile_predictions_loss: 368.6506 - logcount_predictions_loss: 0.1825 23/2423 [..............................] - ETA: 19:10 - loss: 370.3624 - logits_profile_predictions_loss: 368.6303 - logcount_predictions_loss: 0.1823 24/2423 [..............................] - ETA: 19:10 - loss: 370.2794 - logits_profile_predictions_loss: 368.5489 - logcount_predictions_loss: 0.1822 25/2423 [..............................] - ETA: 19:09 - loss: 370.2267 - logits_profile_predictions_loss: 368.4977 - logcount_predictions_loss: 0.1820 26/2423 [..............................] - ETA: 19:09 - loss: 370.2694 - logits_profile_predictions_loss: 368.5420 - logcount_predictions_loss: 0.1818 27/2423 [..............................] - ETA: 19:08 - loss: 370.3156 - logits_profile_predictions_loss: 368.5900 - logcount_predictions_loss: 0.1816 28/2423 [..............................] - ETA: 19:08 - loss: 370.3491 - logits_profile_predictions_loss: 368.6252 - logcount_predictions_loss: 0.1815 29/2423 [..............................] - ETA: 19:07 - loss: 370.3798 - logits_profile_predictions_loss: 368.6567 - logcount_predictions_loss: 0.1814 30/2423 [..............................] - ETA: 19:07 - loss: 370.3749 - logits_profile_predictions_loss: 368.6526 - logcount_predictions_loss: 0.1813 31/2423 [..............................] - ETA: 19:06 - loss: 370.4164 - logits_profile_predictions_loss: 368.6952 - logcount_predictions_loss: 0.1812 32/2423 [..............................] - ETA: 19:06 - loss: 370.4363 - logits_profile_predictions_loss: 368.7162 - logcount_predictions_loss: 0.1811 33/2423 [..............................] - ETA: 19:05 - loss: 370.4616 - logits_profile_predictions_loss: 368.7420 - logcount_predictions_loss: 0.1810 34/2423 [..............................] - ETA: 19:05 - loss: 370.4471 - logits_profile_predictions_loss: 368.7273 - logcount_predictions_loss: 0.1810 35/2423 [..............................] - ETA: 19:04 - loss: 370.4772 - logits_profile_predictions_loss: 368.7572 - logcount_predictions_loss: 0.1811 36/2423 [..............................] - ETA: 19:04 - loss: 370.5294 - logits_profile_predictions_loss: 368.8093 - logcount_predictions_loss: 0.1811 37/2423 [..............................] - ETA: 19:03 - loss: 370.5609 - logits_profile_predictions_loss: 368.8411 - logcount_predictions_loss: 0.1810 38/2423 [..............................] - ETA: 19:03 - loss: 370.5827 - logits_profile_predictions_loss: 368.8634 - logcount_predictions_loss: 0.1810 39/2423 [..............................] - ETA: 19:02 - loss: 370.5600 - logits_profile_predictions_loss: 368.8415 - logcount_predictions_loss: 0.1809 40/2423 [..............................] - ETA: 19:02 - loss: 370.5048 - logits_profile_predictions_loss: 368.7873 - logcount_predictions_loss: 0.1808 41/2423 [..............................] - ETA: 19:02 - loss: 370.4354 - logits_profile_predictions_loss: 368.7189 - logcount_predictions_loss: 0.1807 42/2423 [..............................] - ETA: 19:01 - loss: 370.3758 - logits_profile_predictions_loss: 368.6602 - logcount_predictions_loss: 0.1806 43/2423 [..............................] - ETA: 19:01 - loss: 370.3377 - logits_profile_predictions_loss: 368.6230 - logcount_predictions_loss: 0.1805 44/2423 [..............................] - ETA: 19:00 - loss: 370.3299 - logits_profile_predictions_loss: 368.6154 - logcount_predictions_loss: 0.1805 45/2423 [..............................] - ETA: 19:00 - loss: 370.3222 - logits_profile_predictions_loss: 368.6077 - logcount_predictions_loss: 0.1805 46/2423 [..............................] - ETA: 18:59 - loss: 370.2947 - logits_profile_predictions_loss: 368.5803 - logcount_predictions_loss: 0.1805 47/2423 [..............................] - ETA: 18:59 - loss: 370.2520 - logits_profile_predictions_loss: 368.5381 - logcount_predictions_loss: 0.1804 48/2423 [..............................] - ETA: 18:58 - loss: 370.1942 - logits_profile_predictions_loss: 368.4810 - logcount_predictions_loss: 0.1803 49/2423 [..............................] - ETA: 18:58 - loss: 370.1184 - logits_profile_predictions_loss: 368.4056 - logcount_predictions_loss: 0.1803 50/2423 [..............................] - ETA: 18:57 - loss: 370.0511 - logits_profile_predictions_loss: 368.3385 - logcount_predictions_loss: 0.1803 51/2423 [..............................] - ETA: 18:57 - loss: 369.9650 - logits_profile_predictions_loss: 368.2525 - logcount_predictions_loss: 0.1803 52/2423 [..............................] - ETA: 18:56 - loss: 369.8921 - logits_profile_predictions_loss: 368.1797 - logcount_predictions_loss: 0.1802 53/2423 [..............................] - ETA: 18:56 - loss: 369.8141 - logits_profile_predictions_loss: 368.1020 - logcount_predictions_loss: 0.1802 54/2423 [..............................] - ETA: 18:55 - loss: 369.7784 - logits_profile_predictions_loss: 368.0664 - logcount_predictions_loss: 0.1802 55/2423 [..............................] - ETA: 18:55 - loss: 369.7272 - logits_profile_predictions_loss: 368.0155 - logcount_predictions_loss: 0.1802 56/2423 [..............................] - ETA: 18:55 - loss: 369.6891 - logits_profile_predictions_loss: 367.9776 - logcount_predictions_loss: 0.1802 57/2423 [..............................] - ETA: 18:54 - loss: 369.6482 - logits_profile_predictions_loss: 367.9367 - logcount_predictions_loss: 0.1802 58/2423 [..............................] - ETA: 18:54 - loss: 369.6056 - logits_profile_predictions_loss: 367.8938 - logcount_predictions_loss: 0.1802 59/2423 [..............................] - ETA: 18:53 - loss: 369.5814 - logits_profile_predictions_loss: 367.8694 - logcount_predictions_loss: 0.1802 60/2423 [..............................] - ETA: 18:53 - loss: 369.5546 - logits_profile_predictions_loss: 367.8422 - logcount_predictions_loss: 0.1802 61/2423 [..............................] - ETA: 18:52 - loss: 369.5298 - logits_profile_predictions_loss: 367.8169 - logcount_predictions_loss: 0.1803 62/2423 [..............................] - ETA: 18:52 - loss: 369.4966 - logits_profile_predictions_loss: 367.7832 - logcount_predictions_loss: 0.1804 63/2423 [..............................] - ETA: 18:51 - loss: 369.4635 - logits_profile_predictions_loss: 367.7495 - logcount_predictions_loss: 0.1804 64/2423 [..............................] - ETA: 18:51 - loss: 369.4262 - logits_profile_predictions_loss: 367.7117 - logcount_predictions_loss: 0.1805 65/2423 [..............................] - ETA: 18:50 - loss: 369.3919 - logits_profile_predictions_loss: 367.6770 - logcount_predictions_loss: 0.1805 66/2423 [..............................] - ETA: 18:50 - loss: 369.3571 - logits_profile_predictions_loss: 367.6419 - logcount_predictions_loss: 0.1805 67/2423 [..............................] - ETA: 18:49 - loss: 369.3174 - logits_profile_predictions_loss: 367.6020 - logcount_predictions_loss: 0.1806 68/2423 [..............................] - ETA: 18:49 - loss: 369.2746 - logits_profile_predictions_loss: 367.5591 - logcount_predictions_loss: 0.1806 69/2423 [..............................] - ETA: 18:49 - loss: 369.2292 - logits_profile_predictions_loss: 367.5136 - logcount_predictions_loss: 0.1806 70/2423 [..............................] - ETA: 18:48 - loss: 369.1907 - logits_profile_predictions_loss: 367.4751 - logcount_predictions_loss: 0.1806 71/2423 [..............................] - ETA: 18:48 - loss: 369.1432 - logits_profile_predictions_loss: 367.4275 - logcount_predictions_loss: 0.1806 72/2423 [..............................] - ETA: 18:47 - loss: 369.0920 - logits_profile_predictions_loss: 367.3762 - logcount_predictions_loss: 0.1806 73/2423 [..............................] - ETA: 18:47 - loss: 369.0424 - logits_profile_predictions_loss: 367.3266 - logcount_predictions_loss: 0.1806 74/2423 [..............................] - ETA: 18:46 - loss: 368.9922 - logits_profile_predictions_loss: 367.2764 - logcount_predictions_loss: 0.1806 75/2423 [..............................] - ETA: 18:46 - loss: 368.9497 - logits_profile_predictions_loss: 367.2340 - logcount_predictions_loss: 0.1806 76/2423 [..............................] - ETA: 18:45 - loss: 368.9054 - logits_profile_predictions_loss: 367.1898 - logcount_predictions_loss: 0.1806 77/2423 [..............................] - ETA: 18:45 - loss: 368.8582 - logits_profile_predictions_loss: 367.1427 - logcount_predictions_loss: 0.1806 78/2423 [..............................] - ETA: 18:44 - loss: 368.8211 - logits_profile_predictions_loss: 367.1058 - logcount_predictions_loss: 0.1806 79/2423 [..............................] - ETA: 18:44 - loss: 368.7874 - logits_profile_predictions_loss: 367.0723 - logcount_predictions_loss: 0.1805 80/2423 [..............................] - ETA: 18:43 - loss: 368.7487 - logits_profile_predictions_loss: 367.0338 - logcount_predictions_loss: 0.1805 81/2423 [>.............................] - ETA: 18:43 - loss: 368.7169 - logits_profile_predictions_loss: 367.0021 - logcount_predictions_loss: 0.1805 82/2423 [>.............................] - ETA: 18:42 - loss: 368.6827 - 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[============================>.] - ETA: 34s - loss: 361.9864 - logits_profile_predictions_loss: 360.2112 - logcount_predictions_loss: 0.1868 2352/2423 [============================>.] - ETA: 34s - loss: 361.9863 - logits_profile_predictions_loss: 360.2111 - logcount_predictions_loss: 0.1868 2353/2423 [============================>.] - ETA: 33s - loss: 361.9863 - logits_profile_predictions_loss: 360.2111 - logcount_predictions_loss: 0.1868 2354/2423 [============================>.] - ETA: 33s - loss: 361.9863 - logits_profile_predictions_loss: 360.2111 - logcount_predictions_loss: 0.1868 2355/2423 [============================>.] - ETA: 32s - loss: 361.9862 - logits_profile_predictions_loss: 360.2110 - logcount_predictions_loss: 0.1868 2356/2423 [============================>.] - ETA: 32s - loss: 361.9862 - logits_profile_predictions_loss: 360.2110 - logcount_predictions_loss: 0.1868 2357/2423 [============================>.] - ETA: 31s - loss: 361.9862 - 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[============================>.] - ETA: 28s - loss: 361.9861 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2365/2423 [============================>.] - ETA: 27s - loss: 361.9861 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2366/2423 [============================>.] - ETA: 27s - loss: 361.9861 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2367/2423 [============================>.] - ETA: 26s - loss: 361.9861 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2368/2423 [============================>.] - ETA: 26s - loss: 361.9861 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2369/2423 [============================>.] - ETA: 25s - loss: 361.9860 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2370/2423 [============================>.] - ETA: 25s - loss: 361.9860 - 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[============================>.] - ETA: 22s - loss: 361.9859 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2378/2423 [============================>.] - ETA: 21s - loss: 361.9859 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2379/2423 [============================>.] - ETA: 21s - loss: 361.9859 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2380/2423 [============================>.] - ETA: 20s - loss: 361.9859 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2381/2423 [============================>.] - ETA: 20s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2382/2423 [============================>.] - ETA: 19s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2383/2423 [============================>.] - ETA: 19s - loss: 361.9858 - 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[============================>.] - ETA: 15s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2391/2423 [============================>.] - ETA: 15s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2392/2423 [============================>.] - ETA: 14s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2393/2423 [============================>.] - ETA: 14s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2394/2423 [============================>.] - ETA: 13s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2395/2423 [============================>.] - ETA: 13s - loss: 361.9858 - logits_profile_predictions_loss: 360.2107 - logcount_predictions_loss: 0.1868 2396/2423 [============================>.] - ETA: 12s - loss: 361.9858 - 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[============================>.] - ETA: 9s - loss: 361.9860 - logits_profile_predictions_loss: 360.2108 - logcount_predictions_loss: 0.1868  2404/2423 [============================>.] - ETA: 9s - loss: 361.9860 - logits_profile_predictions_loss: 360.2108 - logcount_predictions_loss: 0.1868 2405/2423 [============================>.] - ETA: 8s - loss: 361.9860 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2406/2423 [============================>.] - ETA: 8s - loss: 361.9860 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2407/2423 [============================>.] - ETA: 7s - loss: 361.9861 - logits_profile_predictions_loss: 360.2109 - logcount_predictions_loss: 0.1868 2408/2423 [============================>.] - ETA: 7s - loss: 361.9861 - logits_profile_predictions_loss: 360.2110 - logcount_predictions_loss: 0.1868 2409/2423 [============================>.] - ETA: 6s - loss: 361.9861 - logits_profile_predictions_loss: 360.2110 - logcount_predictions_loss: 0.1868 2410/2423 [============================>.] - ETA: 6s - loss: 361.9862 - logits_profile_predictions_loss: 360.2111 - logcount_predictions_loss: 0.1868 2411/2423 [============================>.] - ETA: 5s - loss: 361.9862 - logits_profile_predictions_loss: 360.2111 - logcount_predictions_loss: 0.1868 2412/2423 [============================>.] - ETA: 5s - loss: 361.9863 - logits_profile_predictions_loss: 360.2112 - logcount_predictions_loss: 0.1868 2413/2423 [============================>.] - ETA: 4s - loss: 361.9863 - logits_profile_predictions_loss: 360.2112 - logcount_predictions_loss: 0.1868 2414/2423 [============================>.] - ETA: 4s - loss: 361.9864 - logits_profile_predictions_loss: 360.2113 - logcount_predictions_loss: 0.1868 2415/2423 [============================>.] - ETA: 3s - loss: 361.9865 - logits_profile_predictions_loss: 360.2113 - logcount_predictions_loss: 0.1868 2416/2423 [============================>.] - ETA: 3s - loss: 361.9865 - logits_profile_predictions_loss: 360.2114 - logcount_predictions_loss: 0.1868 2417/2423 [============================>.] - ETA: 2s - loss: 361.9866 - logits_profile_predictions_loss: 360.2115 - logcount_predictions_loss: 0.1868 2418/2423 [============================>.] - ETA: 2s - loss: 361.9866 - logits_profile_predictions_loss: 360.2115 - logcount_predictions_loss: 0.1868 2419/2423 [============================>.] - ETA: 1s - loss: 361.9867 - logits_profile_predictions_loss: 360.2116 - logcount_predictions_loss: 0.1868 2420/2423 [============================>.] - ETA: 1s - loss: 361.9868 - logits_profile_predictions_loss: 360.2116 - logcount_predictions_loss: 0.1868 2421/2423 [============================>.] - ETA: 0s - loss: 361.9868 - logits_profile_predictions_loss: 360.2117 - logcount_predictions_loss: 0.1868 2422/2423 [============================>.] - ETA: 0s - loss: 361.9868 - logits_profile_predictions_loss: 360.2117 - logcount_predictions_loss: 0.1868 2423/2423 [==============================] - ETA: 0s - loss: 361.9869 - logits_profile_predictions_loss: 360.2118 - logcount_predictions_loss: 0.1868 2423/2423 [==============================] - 1209s 499ms/step - loss: 361.9869 - logits_profile_predictions_loss: 360.2118 - logcount_predictions_loss: 0.1868 - val_loss: 366.4913 - val_logits_profile_predictions_loss: 364.9758 - val_logcount_predictions_loss: 0.1595 Epoch 00008: val_loss did not improve from 365.37823 Epoch 9/50 1/2423 [..............................] - ETA: 20:47 - loss: 347.4827 - logits_profile_predictions_loss: 346.0312 - logcount_predictions_loss: 0.1528 2/2423 [..............................] - ETA: 19:22 - loss: 358.2066 - logits_profile_predictions_loss: 356.7197 - logcount_predictions_loss: 0.1565 3/2423 [..............................] - ETA: 19:22 - loss: 362.2994 - logits_profile_predictions_loss: 360.7963 - logcount_predictions_loss: 0.1582 4/2423 [..............................] - ETA: 19:21 - loss: 367.0260 - logits_profile_predictions_loss: 365.4760 - logcount_predictions_loss: 0.1632 5/2423 [..............................] - ETA: 19:21 - loss: 371.1735 - logits_profile_predictions_loss: 369.5564 - logcount_predictions_loss: 0.1702 6/2423 [..............................] - ETA: 19:20 - loss: 372.8231 - logits_profile_predictions_loss: 371.1787 - logcount_predictions_loss: 0.1731 7/2423 [..............................] - ETA: 19:19 - loss: 374.1897 - logits_profile_predictions_loss: 372.5398 - logcount_predictions_loss: 0.1737 8/2423 [..............................] - ETA: 19:18 - loss: 374.7399 - logits_profile_predictions_loss: 373.0764 - logcount_predictions_loss: 0.1751 9/2423 [..............................] - ETA: 19:18 - loss: 375.8488 - logits_profile_predictions_loss: 374.1634 - logcount_predictions_loss: 0.1774 10/2423 [..............................] - ETA: 19:17 - loss: 376.6263 - logits_profile_predictions_loss: 374.9052 - logcount_predictions_loss: 0.1812 11/2423 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logits_profile_predictions_loss: 361.2721 - logcount_predictions_loss: 0.1849 2397/2423 [============================>.] - ETA: 12s - loss: 363.0277 - logits_profile_predictions_loss: 361.2716 - logcount_predictions_loss: 0.1849 2398/2423 [============================>.] - ETA: 12s - loss: 363.0272 - logits_profile_predictions_loss: 361.2712 - logcount_predictions_loss: 0.1849 2399/2423 [============================>.] - ETA: 11s - loss: 363.0268 - logits_profile_predictions_loss: 361.2707 - logcount_predictions_loss: 0.1849 2400/2423 [============================>.] - ETA: 11s - loss: 363.0263 - logits_profile_predictions_loss: 361.2702 - logcount_predictions_loss: 0.1849 2401/2423 [============================>.] - ETA: 10s - loss: 363.0258 - logits_profile_predictions_loss: 361.2698 - logcount_predictions_loss: 0.1849 2402/2423 [============================>.] - ETA: 10s - loss: 363.0253 - logits_profile_predictions_loss: 361.2693 - logcount_predictions_loss: 0.1849 2403/2423 [============================>.] - ETA: 9s - loss: 363.0248 - logits_profile_predictions_loss: 361.2688 - logcount_predictions_loss: 0.1849  2404/2423 [============================>.] - ETA: 9s - loss: 363.0243 - logits_profile_predictions_loss: 361.2683 - logcount_predictions_loss: 0.1849 2405/2423 [============================>.] - ETA: 8s - loss: 363.0238 - logits_profile_predictions_loss: 361.2679 - logcount_predictions_loss: 0.1849 2406/2423 [============================>.] - ETA: 8s - loss: 363.0233 - logits_profile_predictions_loss: 361.2674 - logcount_predictions_loss: 0.1848 2407/2423 [============================>.] - ETA: 7s - loss: 363.0228 - logits_profile_predictions_loss: 361.2669 - logcount_predictions_loss: 0.1848 2408/2423 [============================>.] - ETA: 7s - loss: 363.0223 - logits_profile_predictions_loss: 361.2664 - logcount_predictions_loss: 0.1848 2409/2423 [============================>.] - ETA: 6s - loss: 363.0218 - logits_profile_predictions_loss: 361.2659 - logcount_predictions_loss: 0.1848 2410/2423 [============================>.] - ETA: 6s - loss: 363.0213 - logits_profile_predictions_loss: 361.2654 - logcount_predictions_loss: 0.1848 2411/2423 [============================>.] - ETA: 5s - loss: 363.0208 - logits_profile_predictions_loss: 361.2649 - logcount_predictions_loss: 0.1848 2412/2423 [============================>.] - ETA: 5s - loss: 363.0203 - logits_profile_predictions_loss: 361.2644 - logcount_predictions_loss: 0.1848 2413/2423 [============================>.] - ETA: 4s - loss: 363.0198 - logits_profile_predictions_loss: 361.2639 - logcount_predictions_loss: 0.1848 2414/2423 [============================>.] - ETA: 4s - loss: 363.0192 - logits_profile_predictions_loss: 361.2634 - logcount_predictions_loss: 0.1848 2415/2423 [============================>.] - ETA: 3s - loss: 363.0187 - logits_profile_predictions_loss: 361.2629 - logcount_predictions_loss: 0.1848 2416/2423 [============================>.] - ETA: 3s - loss: 363.0182 - logits_profile_predictions_loss: 361.2624 - logcount_predictions_loss: 0.1848 2417/2423 [============================>.] - ETA: 2s - loss: 363.0176 - logits_profile_predictions_loss: 361.2618 - logcount_predictions_loss: 0.1848 2418/2423 [============================>.] - ETA: 2s - loss: 363.0171 - logits_profile_predictions_loss: 361.2613 - logcount_predictions_loss: 0.1848 2419/2423 [============================>.] - ETA: 1s - loss: 363.0166 - logits_profile_predictions_loss: 361.2608 - logcount_predictions_loss: 0.1848 2420/2423 [============================>.] - ETA: 1s - loss: 363.0160 - logits_profile_predictions_loss: 361.2603 - logcount_predictions_loss: 0.1848 2421/2423 [============================>.] - ETA: 0s - loss: 363.0155 - logits_profile_predictions_loss: 361.2597 - logcount_predictions_loss: 0.1848 2422/2423 [============================>.] - ETA: 0s - loss: 363.0149 - logits_profile_predictions_loss: 361.2592 - logcount_predictions_loss: 0.1848 2423/2423 [==============================] - ETA: 0s - loss: 363.0144 - logits_profile_predictions_loss: 361.2587 - logcount_predictions_loss: 0.1848 2423/2423 [==============================] - 1209s 499ms/step - loss: 363.0138 - logits_profile_predictions_loss: 361.2581 - logcount_predictions_loss: 0.1848 - val_loss: 367.8206 - val_logits_profile_predictions_loss: 366.3593 - val_logcount_predictions_loss: 0.1538 Epoch 00009: val_loss did not improve from 365.37823 Epoch 10/50 1/2423 [..............................] - ETA: 19:58 - loss: 354.9431 - logits_profile_predictions_loss: 353.0339 - logcount_predictions_loss: 0.2010 2/2423 [..............................] - ETA: 19:22 - loss: 354.5908 - logits_profile_predictions_loss: 352.7363 - logcount_predictions_loss: 0.1952 3/2423 [..............................] - ETA: 19:22 - loss: 358.0975 - logits_profile_predictions_loss: 356.3686 - logcount_predictions_loss: 0.1820 4/2423 [..............................] - ETA: 19:20 - loss: 360.0464 - logits_profile_predictions_loss: 358.3973 - logcount_predictions_loss: 0.1736 5/2423 [..............................] - ETA: 19:20 - loss: 361.1471 - logits_profile_predictions_loss: 359.5551 - logcount_predictions_loss: 0.1676 6/2423 [..............................] - ETA: 19:20 - loss: 361.1028 - logits_profile_predictions_loss: 359.5436 - logcount_predictions_loss: 0.1641 7/2423 [..............................] - ETA: 19:19 - loss: 361.7746 - logits_profile_predictions_loss: 360.2402 - logcount_predictions_loss: 0.1615 8/2423 [..............................] - ETA: 19:18 - loss: 361.6858 - logits_profile_predictions_loss: 360.1640 - logcount_predictions_loss: 0.1602 9/2423 [..............................] - ETA: 19:18 - loss: 360.9200 - logits_profile_predictions_loss: 359.4018 - logcount_predictions_loss: 0.1598 10/2423 [..............................] - ETA: 19:17 - loss: 360.3012 - logits_profile_predictions_loss: 358.7875 - logcount_predictions_loss: 0.1593 11/2423 [..............................] - ETA: 19:16 - loss: 359.6134 - logits_profile_predictions_loss: 358.1009 - logcount_predictions_loss: 0.1592 12/2423 [..............................] - ETA: 19:16 - loss: 359.0003 - logits_profile_predictions_loss: 357.4921 - logcount_predictions_loss: 0.1588 13/2423 [..............................] - ETA: 19:15 - loss: 358.3698 - logits_profile_predictions_loss: 356.8679 - logcount_predictions_loss: 0.1581 14/2423 [..............................] - ETA: 19:15 - loss: 357.7019 - logits_profile_predictions_loss: 356.2065 - logcount_predictions_loss: 0.1574 15/2423 [..............................] - ETA: 19:14 - loss: 357.0754 - logits_profile_predictions_loss: 355.5868 - logcount_predictions_loss: 0.1567 16/2423 [..............................] - ETA: 19:14 - loss: 356.5595 - logits_profile_predictions_loss: 355.0756 - logcount_predictions_loss: 0.1562 17/2423 [..............................] - ETA: 19:13 - loss: 356.2210 - logits_profile_predictions_loss: 354.7410 - logcount_predictions_loss: 0.1558 18/2423 [..............................] - ETA: 19:13 - loss: 356.0538 - logits_profile_predictions_loss: 354.5767 - logcount_predictions_loss: 0.1555 19/2423 [..............................] - ETA: 19:12 - loss: 355.8687 - logits_profile_predictions_loss: 354.3932 - logcount_predictions_loss: 0.1553 20/2423 [..............................] - ETA: 19:11 - loss: 355.6419 - logits_profile_predictions_loss: 354.1695 - logcount_predictions_loss: 0.1550 21/2423 [..............................] - ETA: 19:11 - loss: 355.6244 - logits_profile_predictions_loss: 354.1530 - logcount_predictions_loss: 0.1549 22/2423 [..............................] - ETA: 19:10 - loss: 355.7182 - logits_profile_predictions_loss: 354.2474 - logcount_predictions_loss: 0.1548 23/2423 [..............................] - ETA: 19:10 - loss: 355.8954 - logits_profile_predictions_loss: 354.4246 - logcount_predictions_loss: 0.1548 24/2423 [..............................] - ETA: 19:09 - loss: 356.0486 - logits_profile_predictions_loss: 354.5754 - logcount_predictions_loss: 0.1551 25/2423 [..............................] - ETA: 19:09 - loss: 356.1513 - logits_profile_predictions_loss: 354.6763 - logcount_predictions_loss: 0.1553 26/2423 [..............................] - ETA: 19:09 - loss: 356.1813 - logits_profile_predictions_loss: 354.7043 - logcount_predictions_loss: 0.1555 27/2423 [..............................] - ETA: 19:08 - loss: 356.1332 - logits_profile_predictions_loss: 354.6541 - logcount_predictions_loss: 0.1557 28/2423 [..............................] - ETA: 19:08 - loss: 356.1491 - logits_profile_predictions_loss: 354.6685 - logcount_predictions_loss: 0.1558 29/2423 [..............................] - ETA: 19:07 - loss: 356.1407 - logits_profile_predictions_loss: 354.6588 - logcount_predictions_loss: 0.1560 30/2423 [..............................] - ETA: 19:07 - loss: 356.1404 - logits_profile_predictions_loss: 354.6566 - logcount_predictions_loss: 0.1562 31/2423 [..............................] - ETA: 19:06 - loss: 356.1617 - logits_profile_predictions_loss: 354.6756 - logcount_predictions_loss: 0.1564 32/2423 [..............................] - ETA: 19:06 - loss: 356.1919 - logits_profile_predictions_loss: 354.7040 - logcount_predictions_loss: 0.1566 33/2423 [..............................] - ETA: 19:05 - loss: 356.2625 - logits_profile_predictions_loss: 354.7726 - logcount_predictions_loss: 0.1568 34/2423 [..............................] - ETA: 19:05 - loss: 356.3400 - logits_profile_predictions_loss: 354.8483 - logcount_predictions_loss: 0.1570 35/2423 [..............................] - ETA: 19:04 - loss: 356.4177 - logits_profile_predictions_loss: 354.9245 - logcount_predictions_loss: 0.1572 36/2423 [..............................] - ETA: 19:04 - loss: 356.5278 - logits_profile_predictions_loss: 355.0332 - logcount_predictions_loss: 0.1573 37/2423 [..............................] - ETA: 19:05 - loss: 356.6188 - logits_profile_predictions_loss: 355.1221 - logcount_predictions_loss: 0.1575 38/2423 [..............................] - ETA: 19:04 - loss: 356.6907 - logits_profile_predictions_loss: 355.1924 - logcount_predictions_loss: 0.1577 39/2423 [..............................] - ETA: 19:04 - loss: 356.7428 - logits_profile_predictions_loss: 355.2427 - logcount_predictions_loss: 0.1579 40/2423 [..............................] - ETA: 19:03 - loss: 356.7976 - logits_profile_predictions_loss: 355.2958 - logcount_predictions_loss: 0.1581 41/2423 [..............................] - ETA: 19:03 - loss: 356.8291 - logits_profile_predictions_loss: 355.3259 - logcount_predictions_loss: 0.1582 42/2423 [..............................] - ETA: 19:02 - loss: 356.8733 - logits_profile_predictions_loss: 355.3688 - logcount_predictions_loss: 0.1584 43/2423 [..............................] - ETA: 19:02 - loss: 356.9196 - logits_profile_predictions_loss: 355.4138 - logcount_predictions_loss: 0.1585 44/2423 [..............................] - ETA: 19:01 - loss: 356.9752 - logits_profile_predictions_loss: 355.4682 - logcount_predictions_loss: 0.1586 45/2423 [..............................] - ETA: 19:01 - loss: 357.0317 - logits_profile_predictions_loss: 355.5235 - logcount_predictions_loss: 0.1588 46/2423 [..............................] - ETA: 19:00 - loss: 357.0917 - logits_profile_predictions_loss: 355.5827 - logcount_predictions_loss: 0.1588 47/2423 [..............................] - ETA: 19:00 - loss: 357.1269 - logits_profile_predictions_loss: 355.6173 - logcount_predictions_loss: 0.1589 48/2423 [..............................] - ETA: 18:59 - loss: 357.1531 - logits_profile_predictions_loss: 355.6431 - logcount_predictions_loss: 0.1589 49/2423 [..............................] - ETA: 18:59 - loss: 357.1769 - logits_profile_predictions_loss: 355.6667 - logcount_predictions_loss: 0.1590 50/2423 [..............................] - ETA: 18:58 - loss: 357.2015 - logits_profile_predictions_loss: 355.6908 - logcount_predictions_loss: 0.1590 51/2423 [..............................] - ETA: 18:58 - loss: 357.2319 - logits_profile_predictions_loss: 355.7209 - logcount_predictions_loss: 0.1591 52/2423 [..............................] - ETA: 18:57 - loss: 357.2907 - logits_profile_predictions_loss: 355.7793 - logcount_predictions_loss: 0.1591 53/2423 [..............................] - ETA: 18:57 - loss: 357.3400 - logits_profile_predictions_loss: 355.8283 - logcount_predictions_loss: 0.1591 54/2423 [..............................] - ETA: 18:56 - loss: 357.3704 - logits_profile_predictions_loss: 355.8585 - logcount_predictions_loss: 0.1591 55/2423 [..............................] - ETA: 18:56 - loss: 357.4020 - logits_profile_predictions_loss: 355.8902 - logcount_predictions_loss: 0.1591 56/2423 [..............................] - ETA: 18:55 - loss: 357.4361 - logits_profile_predictions_loss: 355.9244 - logcount_predictions_loss: 0.1591 57/2423 [..............................] - ETA: 18:55 - loss: 357.4751 - logits_profile_predictions_loss: 355.9635 - logcount_predictions_loss: 0.1591 58/2423 [..............................] - ETA: 18:54 - loss: 357.5186 - logits_profile_predictions_loss: 356.0073 - logcount_predictions_loss: 0.1591 59/2423 [..............................] - ETA: 18:54 - loss: 357.5432 - logits_profile_predictions_loss: 356.0323 - logcount_predictions_loss: 0.1590 60/2423 [..............................] - ETA: 18:53 - loss: 357.5775 - logits_profile_predictions_loss: 356.0668 - logcount_predictions_loss: 0.1590 61/2423 [..............................] - ETA: 18:53 - loss: 357.6150 - logits_profile_predictions_loss: 356.1046 - logcount_predictions_loss: 0.1590 62/2423 [..............................] - ETA: 18:52 - loss: 357.6562 - logits_profile_predictions_loss: 356.1461 - logcount_predictions_loss: 0.1590 63/2423 [..............................] - ETA: 18:52 - loss: 357.6933 - logits_profile_predictions_loss: 356.1836 - logcount_predictions_loss: 0.1589 64/2423 [..............................] - ETA: 18:52 - loss: 357.7306 - logits_profile_predictions_loss: 356.2212 - logcount_predictions_loss: 0.1589 65/2423 [..............................] - ETA: 18:51 - loss: 357.7759 - logits_profile_predictions_loss: 356.2669 - logcount_predictions_loss: 0.1588 66/2423 [..............................] - ETA: 18:51 - loss: 357.8294 - logits_profile_predictions_loss: 356.3207 - logcount_predictions_loss: 0.1588 67/2423 [..............................] - ETA: 18:50 - loss: 357.8768 - logits_profile_predictions_loss: 356.3682 - logcount_predictions_loss: 0.1588 68/2423 [..............................] - ETA: 18:50 - loss: 357.9281 - logits_profile_predictions_loss: 356.4197 - logcount_predictions_loss: 0.1588 69/2423 [..............................] - ETA: 18:49 - loss: 357.9805 - logits_profile_predictions_loss: 356.4723 - logcount_predictions_loss: 0.1588 70/2423 [..............................] - ETA: 18:49 - loss: 358.0384 - logits_profile_predictions_loss: 356.5304 - logcount_predictions_loss: 0.1587 71/2423 [..............................] - ETA: 18:48 - loss: 358.0964 - logits_profile_predictions_loss: 356.5884 - logcount_predictions_loss: 0.1587 72/2423 [..............................] - ETA: 18:48 - loss: 358.1583 - logits_profile_predictions_loss: 356.6503 - logcount_predictions_loss: 0.1587 73/2423 [..............................] - ETA: 18:47 - loss: 358.2151 - logits_profile_predictions_loss: 356.7072 - logcount_predictions_loss: 0.1587 74/2423 [..............................] - ETA: 18:47 - loss: 358.2640 - logits_profile_predictions_loss: 356.7562 - logcount_predictions_loss: 0.1587 75/2423 [..............................] - ETA: 18:46 - loss: 358.3039 - logits_profile_predictions_loss: 356.7963 - logcount_predictions_loss: 0.1587 76/2423 [..............................] - ETA: 18:46 - loss: 358.3368 - logits_profile_predictions_loss: 356.8293 - logcount_predictions_loss: 0.1587 77/2423 [..............................] - ETA: 18:45 - loss: 358.3743 - logits_profile_predictions_loss: 356.8668 - logcount_predictions_loss: 0.1587 78/2423 [..............................] - ETA: 18:45 - loss: 358.4122 - logits_profile_predictions_loss: 356.9048 - logcount_predictions_loss: 0.1587 79/2423 [..............................] - ETA: 18:44 - loss: 358.4500 - logits_profile_predictions_loss: 356.9427 - logcount_predictions_loss: 0.1587 80/2423 [..............................] - ETA: 18:44 - loss: 358.4878 - logits_profile_predictions_loss: 356.9806 - logcount_predictions_loss: 0.1586 81/2423 [>.............................] - ETA: 18:43 - loss: 358.5256 - logits_profile_predictions_loss: 357.0186 - logcount_predictions_loss: 0.1586 82/2423 [>.............................] - ETA: 18:43 - loss: 358.5670 - logits_profile_predictions_loss: 357.0601 - logcount_predictions_loss: 0.1586 83/2423 [>.............................] - ETA: 18:42 - loss: 358.6077 - logits_profile_predictions_loss: 357.1008 - logcount_predictions_loss: 0.1586 84/2423 [>.............................] - ETA: 18:42 - loss: 358.6468 - logits_profile_predictions_loss: 357.1400 - logcount_predictions_loss: 0.1586 85/2423 [>.............................] - ETA: 18:41 - loss: 358.6833 - logits_profile_predictions_loss: 357.1764 - logcount_predictions_loss: 0.1586 86/2423 [>.............................] - ETA: 18:41 - loss: 358.7225 - logits_profile_predictions_loss: 357.2155 - logcount_predictions_loss: 0.1586 87/2423 [>.............................] - ETA: 18:40 - loss: 358.7508 - logits_profile_predictions_loss: 357.2435 - logcount_predictions_loss: 0.1587 88/2423 [>.............................] - ETA: 18:40 - loss: 358.7789 - logits_profile_predictions_loss: 357.2713 - logcount_predictions_loss: 0.1587 89/2423 [>.............................] - ETA: 18:40 - loss: 358.8077 - logits_profile_predictions_loss: 357.2998 - logcount_predictions_loss: 0.1587 90/2423 [>.............................] - ETA: 18:39 - loss: 358.8348 - logits_profile_predictions_loss: 357.3266 - logcount_predictions_loss: 0.1588 91/2423 [>.............................] - ETA: 18:39 - loss: 358.8578 - logits_profile_predictions_loss: 357.3493 - logcount_predictions_loss: 0.1588 92/2423 [>.............................] - ETA: 18:38 - loss: 358.8825 - logits_profile_predictions_loss: 357.3738 - logcount_predictions_loss: 0.1588 93/2423 [>.............................] - ETA: 18:38 - loss: 358.9086 - logits_profile_predictions_loss: 357.3997 - logcount_predictions_loss: 0.1588 94/2423 [>.............................] - ETA: 18:37 - loss: 358.9340 - logits_profile_predictions_loss: 357.4248 - logcount_predictions_loss: 0.1589 95/2423 [>.............................] - ETA: 18:37 - loss: 358.9586 - logits_profile_predictions_loss: 357.4492 - logcount_predictions_loss: 0.1589 96/2423 [>.............................] - ETA: 18:36 - loss: 358.9781 - logits_profile_predictions_loss: 357.4686 - logcount_predictions_loss: 0.1589 97/2423 [>.............................] - ETA: 18:36 - loss: 358.9960 - logits_profile_predictions_loss: 357.4864 - logcount_predictions_loss: 0.1589 98/2423 [>.............................] - ETA: 18:35 - loss: 359.0184 - logits_profile_predictions_loss: 357.5086 - logcount_predictions_loss: 0.1589 99/2423 [>.............................] - ETA: 18:35 - loss: 359.0372 - logits_profile_predictions_loss: 357.5272 - logcount_predictions_loss: 0.1589 100/2423 [>.............................] - ETA: 18:34 - loss: 359.0537 - logits_profile_predictions_loss: 357.5436 - logcount_predictions_loss: 0.1589 101/2423 [>.............................] - ETA: 18:34 - loss: 359.0715 - logits_profile_predictions_loss: 357.5613 - logcount_predictions_loss: 0.1590 102/2423 [>.............................] - ETA: 18:33 - loss: 359.0843 - logits_profile_predictions_loss: 357.5741 - logcount_predictions_loss: 0.1590 103/2423 [>.............................] - ETA: 18:33 - loss: 359.0987 - logits_profile_predictions_loss: 357.5884 - logcount_predictions_loss: 0.1590 104/2423 [>.............................] - ETA: 18:33 - loss: 359.1099 - logits_profile_predictions_loss: 357.5996 - logcount_predictions_loss: 0.1590 105/2423 [>.............................] - ETA: 18:32 - loss: 359.1238 - logits_profile_predictions_loss: 357.6134 - logcount_predictions_loss: 0.1590 106/2423 [>.............................] - ETA: 18:32 - loss: 359.1360 - logits_profile_predictions_loss: 357.6257 - logcount_predictions_loss: 0.1590 107/2423 [>.............................] - ETA: 18:31 - loss: 359.1547 - logits_profile_predictions_loss: 357.6442 - logcount_predictions_loss: 0.1590 108/2423 [>.............................] - ETA: 18:31 - loss: 359.1732 - logits_profile_predictions_loss: 357.6626 - logcount_predictions_loss: 0.1590 109/2423 [>.............................] - ETA: 18:30 - loss: 359.1888 - logits_profile_predictions_loss: 357.6781 - logcount_predictions_loss: 0.1590 110/2423 [>.............................] - ETA: 18:30 - loss: 359.2062 - logits_profile_predictions_loss: 357.6955 - logcount_predictions_loss: 0.1590 111/2423 [>.............................] - ETA: 18:29 - loss: 359.2225 - logits_profile_predictions_loss: 357.7117 - logcount_predictions_loss: 0.1590 112/2423 [>.............................] - ETA: 18:29 - loss: 359.2335 - logits_profile_predictions_loss: 357.7227 - logcount_predictions_loss: 0.1590 113/2423 [>.............................] - ETA: 18:28 - loss: 359.2495 - logits_profile_predictions_loss: 357.7386 - logcount_predictions_loss: 0.1590 114/2423 [>.............................] - ETA: 18:28 - loss: 359.2694 - logits_profile_predictions_loss: 357.7585 - logcount_predictions_loss: 0.1590 115/2423 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[============================>.] - ETA: 22s - loss: 359.6900 - logits_profile_predictions_loss: 358.1210 - logcount_predictions_loss: 0.1652 2378/2423 [============================>.] - ETA: 21s - loss: 359.6897 - logits_profile_predictions_loss: 358.1207 - logcount_predictions_loss: 0.1652 2379/2423 [============================>.] - ETA: 21s - loss: 359.6894 - logits_profile_predictions_loss: 358.1204 - logcount_predictions_loss: 0.1652 2380/2423 [============================>.] - ETA: 20s - loss: 359.6890 - logits_profile_predictions_loss: 358.1201 - logcount_predictions_loss: 0.1652 2381/2423 [============================>.] - ETA: 20s - loss: 359.6887 - logits_profile_predictions_loss: 358.1197 - logcount_predictions_loss: 0.1652 2382/2423 [============================>.] - ETA: 19s - loss: 359.6884 - logits_profile_predictions_loss: 358.1194 - logcount_predictions_loss: 0.1652 2383/2423 [============================>.] - ETA: 19s - loss: 359.6881 - 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[============================>.] - ETA: 9s - loss: 359.6822 - logits_profile_predictions_loss: 358.1132 - logcount_predictions_loss: 0.1652  2404/2423 [============================>.] - ETA: 9s - loss: 359.6819 - logits_profile_predictions_loss: 358.1129 - logcount_predictions_loss: 0.1652 2405/2423 [============================>.] - ETA: 8s - loss: 359.6816 - logits_profile_predictions_loss: 358.1126 - logcount_predictions_loss: 0.1652 2406/2423 [============================>.] - ETA: 8s - loss: 359.6813 - logits_profile_predictions_loss: 358.1123 - logcount_predictions_loss: 0.1652 2407/2423 [============================>.] - ETA: 7s - loss: 359.6810 - logits_profile_predictions_loss: 358.1120 - logcount_predictions_loss: 0.1652 2408/2423 [============================>.] - ETA: 7s - loss: 359.6807 - logits_profile_predictions_loss: 358.1117 - logcount_predictions_loss: 0.1652 2409/2423 [============================>.] - ETA: 6s - loss: 359.6804 - logits_profile_predictions_loss: 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2423/2423 [==============================] - ETA: 0s - loss: 359.6760 - logits_profile_predictions_loss: 358.1071 - logcount_predictions_loss: 0.1651 2423/2423 [==============================] - 1209s 499ms/step - loss: 359.6757 - logits_profile_predictions_loss: 358.1068 - logcount_predictions_loss: 0.1651 - val_loss: 365.1458 - val_logits_profile_predictions_loss: 363.6843 - val_logcount_predictions_loss: 0.1538 Epoch 00010: val_loss improved from 365.37823 to 365.14578, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 11/50 1/2423 [..............................] - ETA: 20:17 - loss: 342.2005 - logits_profile_predictions_loss: 340.5693 - logcount_predictions_loss: 0.1717 2/2423 [..............................] - ETA: 19:22 - loss: 349.6786 - logits_profile_predictions_loss: 347.9173 - logcount_predictions_loss: 0.1854 3/2423 [..............................] - ETA: 19:20 - loss: 356.8003 - 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[..............................] - ETA: 19:16 - loss: 359.1924 - logits_profile_predictions_loss: 357.5738 - logcount_predictions_loss: 0.1704 11/2423 [..............................] - ETA: 19:16 - loss: 359.9478 - logits_profile_predictions_loss: 358.3281 - logcount_predictions_loss: 0.1705 12/2423 [..............................] - ETA: 19:15 - loss: 360.6457 - logits_profile_predictions_loss: 359.0285 - logcount_predictions_loss: 0.1702 13/2423 [..............................] - ETA: 19:15 - loss: 361.3207 - logits_profile_predictions_loss: 359.7082 - logcount_predictions_loss: 0.1697 14/2423 [..............................] - ETA: 19:14 - loss: 361.8804 - logits_profile_predictions_loss: 360.2742 - logcount_predictions_loss: 0.1691 15/2423 [..............................] - ETA: 19:14 - loss: 362.3217 - logits_profile_predictions_loss: 360.7211 - logcount_predictions_loss: 0.1685 16/2423 [..............................] - ETA: 19:13 - loss: 362.8269 - 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[..............................] - ETA: 19:10 - loss: 363.5163 - logits_profile_predictions_loss: 361.9527 - logcount_predictions_loss: 0.1646 24/2423 [..............................] - ETA: 19:09 - loss: 363.4624 - logits_profile_predictions_loss: 361.8997 - logcount_predictions_loss: 0.1645 25/2423 [..............................] - ETA: 19:09 - loss: 363.3770 - logits_profile_predictions_loss: 361.8159 - logcount_predictions_loss: 0.1643 26/2423 [..............................] - ETA: 19:08 - loss: 363.2845 - logits_profile_predictions_loss: 361.7243 - logcount_predictions_loss: 0.1642 27/2423 [..............................] - ETA: 19:08 - loss: 363.2621 - logits_profile_predictions_loss: 361.7026 - logcount_predictions_loss: 0.1642 28/2423 [..............................] - ETA: 19:07 - loss: 363.2506 - logits_profile_predictions_loss: 361.6911 - logcount_predictions_loss: 0.1642 29/2423 [..............................] - ETA: 19:07 - loss: 363.1858 - 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[..............................] - ETA: 19:03 - loss: 363.0598 - logits_profile_predictions_loss: 361.5009 - logcount_predictions_loss: 0.1641 37/2423 [..............................] - ETA: 19:03 - loss: 362.9908 - logits_profile_predictions_loss: 361.4321 - logcount_predictions_loss: 0.1641 38/2423 [..............................] - ETA: 19:02 - loss: 362.9442 - logits_profile_predictions_loss: 361.3855 - logcount_predictions_loss: 0.1641 39/2423 [..............................] - ETA: 19:02 - loss: 362.9042 - logits_profile_predictions_loss: 361.3459 - logcount_predictions_loss: 0.1640 40/2423 [..............................] - ETA: 19:02 - loss: 362.8527 - logits_profile_predictions_loss: 361.2950 - logcount_predictions_loss: 0.1640 41/2423 [..............................] - ETA: 19:01 - loss: 362.8277 - logits_profile_predictions_loss: 361.2702 - logcount_predictions_loss: 0.1640 42/2423 [..............................] - ETA: 19:01 - loss: 362.7483 - 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[===>..........................] - ETA: 16:18 - loss: 358.9988 - logits_profile_predictions_loss: 357.4620 - logcount_predictions_loss: 0.1618 388/2423 [===>..........................] - ETA: 16:17 - loss: 358.9912 - logits_profile_predictions_loss: 357.4544 - logcount_predictions_loss: 0.1618 389/2423 [===>..........................] - ETA: 16:17 - loss: 358.9838 - logits_profile_predictions_loss: 357.4471 - logcount_predictions_loss: 0.1618 390/2423 [===>..........................] - ETA: 16:16 - loss: 358.9767 - logits_profile_predictions_loss: 357.4401 - logcount_predictions_loss: 0.1617 391/2423 [===>..........................] - ETA: 16:16 - loss: 358.9696 - logits_profile_predictions_loss: 357.4330 - logcount_predictions_loss: 0.1617 392/2423 [===>..........................] - ETA: 16:15 - loss: 358.9627 - logits_profile_predictions_loss: 357.4262 - logcount_predictions_loss: 0.1617 393/2423 [===>..........................] - ETA: 16:15 - loss: 358.9560 - 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[===>..........................] - ETA: 16:12 - loss: 358.9127 - logits_profile_predictions_loss: 357.3761 - logcount_predictions_loss: 0.1617 401/2423 [===>..........................] - ETA: 16:11 - loss: 358.9072 - logits_profile_predictions_loss: 357.3707 - logcount_predictions_loss: 0.1617 402/2423 [===>..........................] - ETA: 16:11 - loss: 358.9019 - logits_profile_predictions_loss: 357.3654 - logcount_predictions_loss: 0.1617 403/2423 [===>..........................] - ETA: 16:10 - loss: 358.8965 - logits_profile_predictions_loss: 357.3600 - logcount_predictions_loss: 0.1617 404/2423 [====>.........................] - ETA: 16:10 - loss: 358.8914 - logits_profile_predictions_loss: 357.3549 - logcount_predictions_loss: 0.1617 405/2423 [====>.........................] - ETA: 16:09 - loss: 358.8860 - logits_profile_predictions_loss: 357.3495 - logcount_predictions_loss: 0.1617 406/2423 [====>.........................] - ETA: 16:09 - loss: 358.8803 - 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[====>.........................] - ETA: 15:59 - loss: 358.7677 - logits_profile_predictions_loss: 357.2314 - logcount_predictions_loss: 0.1617 427/2423 [====>.........................] - ETA: 15:59 - loss: 358.7628 - logits_profile_predictions_loss: 357.2265 - logcount_predictions_loss: 0.1617 428/2423 [====>.........................] - ETA: 15:58 - loss: 358.7584 - logits_profile_predictions_loss: 357.2221 - logcount_predictions_loss: 0.1617 429/2423 [====>.........................] - ETA: 15:58 - loss: 358.7538 - logits_profile_predictions_loss: 357.2175 - logcount_predictions_loss: 0.1617 430/2423 [====>.........................] - ETA: 15:57 - loss: 358.7493 - logits_profile_predictions_loss: 357.2131 - logcount_predictions_loss: 0.1617 431/2423 [====>.........................] - ETA: 15:57 - loss: 358.7447 - logits_profile_predictions_loss: 357.2085 - logcount_predictions_loss: 0.1617 432/2423 [====>.........................] - ETA: 15:56 - loss: 358.7404 - logits_profile_predictions_loss: 357.2041 - logcount_predictions_loss: 0.1617 433/2423 [====>.........................] - ETA: 15:56 - loss: 358.7361 - logits_profile_predictions_loss: 357.1999 - logcount_predictions_loss: 0.1617 434/2423 [====>.........................] - ETA: 15:55 - loss: 358.7320 - logits_profile_predictions_loss: 357.1958 - logcount_predictions_loss: 0.1617 435/2423 [====>.........................] - ETA: 15:55 - loss: 358.7279 - logits_profile_predictions_loss: 357.1917 - logcount_predictions_loss: 0.1617 436/2423 [====>.........................] - ETA: 15:54 - loss: 358.7239 - logits_profile_predictions_loss: 357.1877 - logcount_predictions_loss: 0.1617 437/2423 [====>.........................] - ETA: 15:54 - loss: 358.7204 - logits_profile_predictions_loss: 357.1843 - logcount_predictions_loss: 0.1617 438/2423 [====>.........................] - ETA: 15:53 - loss: 358.7168 - logits_profile_predictions_loss: 357.1807 - logcount_predictions_loss: 0.1617 439/2423 [====>.........................] - ETA: 15:53 - loss: 358.7133 - logits_profile_predictions_loss: 357.1772 - logcount_predictions_loss: 0.1617 440/2423 [====>.........................] - ETA: 15:52 - loss: 358.7099 - logits_profile_predictions_loss: 357.1738 - logcount_predictions_loss: 0.1617 441/2423 [====>.........................] - ETA: 15:52 - loss: 358.7063 - logits_profile_predictions_loss: 357.1703 - logcount_predictions_loss: 0.1617 442/2423 [====>.........................] - ETA: 15:51 - loss: 358.7029 - logits_profile_predictions_loss: 357.1669 - logcount_predictions_loss: 0.1617 443/2423 [====>.........................] - ETA: 15:51 - loss: 358.6997 - logits_profile_predictions_loss: 357.1636 - logcount_predictions_loss: 0.1617 444/2423 [====>.........................] - ETA: 15:50 - loss: 358.6965 - logits_profile_predictions_loss: 357.1605 - logcount_predictions_loss: 0.1617 445/2423 [====>.........................] - ETA: 15:50 - loss: 358.6935 - 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2422/2423 [============================>.] - ETA: 0s - loss: 357.0987 - logits_profile_predictions_loss: 355.5813 - logcount_predictions_loss: 0.1597 2423/2423 [==============================] - ETA: 0s - loss: 357.0988 - logits_profile_predictions_loss: 355.5814 - logcount_predictions_loss: 0.1597 2423/2423 [==============================] - 1209s 499ms/step - loss: 357.0989 - logits_profile_predictions_loss: 355.5816 - logcount_predictions_loss: 0.1597 - val_loss: 365.1451 - val_logits_profile_predictions_loss: 363.6999 - val_logcount_predictions_loss: 0.1521 Epoch 00011: val_loss improved from 365.14578 to 365.14505, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 12/50 1/2423 [..............................] - ETA: 20:35 - loss: 340.6630 - logits_profile_predictions_loss: 339.2026 - logcount_predictions_loss: 0.1537 2/2423 [..............................] - ETA: 19:22 - loss: 335.2801 - logits_profile_predictions_loss: 333.8307 - logcount_predictions_loss: 0.1526 3/2423 [..............................] - ETA: 19:21 - loss: 335.9280 - logits_profile_predictions_loss: 334.4684 - logcount_predictions_loss: 0.1536 4/2423 [..............................] - ETA: 19:21 - loss: 335.8309 - logits_profile_predictions_loss: 334.3616 - logcount_predictions_loss: 0.1547 5/2423 [..............................] - ETA: 19:20 - loss: 336.9360 - logits_profile_predictions_loss: 335.4698 - logcount_predictions_loss: 0.1543 6/2423 [..............................] - ETA: 19:20 - loss: 339.1256 - logits_profile_predictions_loss: 337.6608 - logcount_predictions_loss: 0.1542 7/2423 [..............................] - ETA: 19:19 - loss: 341.5463 - logits_profile_predictions_loss: 340.0867 - logcount_predictions_loss: 0.1536 8/2423 [..............................] - ETA: 19:19 - loss: 343.2396 - logits_profile_predictions_loss: 341.7862 - logcount_predictions_loss: 0.1530 9/2423 [..............................] - ETA: 19:18 - loss: 344.4782 - logits_profile_predictions_loss: 343.0326 - logcount_predictions_loss: 0.1522 10/2423 [..............................] - ETA: 19:18 - loss: 346.4466 - logits_profile_predictions_loss: 345.0055 - logcount_predictions_loss: 0.1517 11/2423 [..............................] - ETA: 19:17 - loss: 347.5614 - logits_profile_predictions_loss: 346.1247 - logcount_predictions_loss: 0.1512 12/2423 [..............................] - ETA: 19:16 - loss: 348.2521 - logits_profile_predictions_loss: 346.8214 - logcount_predictions_loss: 0.1506 13/2423 [..............................] - ETA: 19:16 - loss: 348.6417 - logits_profile_predictions_loss: 347.2173 - logcount_predictions_loss: 0.1499 14/2423 [..............................] - ETA: 19:15 - loss: 348.9472 - logits_profile_predictions_loss: 347.5293 - logcount_predictions_loss: 0.1493 15/2423 [..............................] - ETA: 19:14 - loss: 349.2954 - logits_profile_predictions_loss: 347.8844 - logcount_predictions_loss: 0.1485 16/2423 [..............................] - ETA: 19:14 - loss: 349.5981 - logits_profile_predictions_loss: 348.1928 - logcount_predictions_loss: 0.1479 17/2423 [..............................] - ETA: 19:13 - loss: 349.7738 - logits_profile_predictions_loss: 348.3729 - logcount_predictions_loss: 0.1475 18/2423 [..............................] - ETA: 19:13 - loss: 349.8539 - logits_profile_predictions_loss: 348.4570 - logcount_predictions_loss: 0.1470 19/2423 [..............................] - ETA: 19:12 - loss: 350.0624 - logits_profile_predictions_loss: 348.6683 - logcount_predictions_loss: 0.1468 20/2423 [..............................] - ETA: 19:12 - loss: 350.2456 - logits_profile_predictions_loss: 348.8538 - logcount_predictions_loss: 0.1465 21/2423 [..............................] - ETA: 19:11 - loss: 350.4879 - logits_profile_predictions_loss: 349.0981 - logcount_predictions_loss: 0.1463 22/2423 [..............................] - ETA: 19:11 - loss: 350.7195 - logits_profile_predictions_loss: 349.3321 - logcount_predictions_loss: 0.1460 23/2423 [..............................] - ETA: 19:10 - loss: 350.8757 - logits_profile_predictions_loss: 349.4912 - logcount_predictions_loss: 0.1457 24/2423 [..............................] - ETA: 19:10 - loss: 350.9889 - logits_profile_predictions_loss: 349.6072 - logcount_predictions_loss: 0.1454 25/2423 [..............................] - ETA: 19:09 - loss: 351.0893 - logits_profile_predictions_loss: 349.7092 - logcount_predictions_loss: 0.1453 26/2423 [..............................] - ETA: 19:09 - loss: 351.1901 - logits_profile_predictions_loss: 349.8117 - logcount_predictions_loss: 0.1451 27/2423 [..............................] - ETA: 19:08 - loss: 351.2729 - logits_profile_predictions_loss: 349.8963 - logcount_predictions_loss: 0.1449 28/2423 [..............................] - ETA: 19:08 - loss: 351.3349 - logits_profile_predictions_loss: 349.9602 - logcount_predictions_loss: 0.1447 29/2423 [..............................] - ETA: 19:07 - loss: 351.3534 - logits_profile_predictions_loss: 349.9800 - logcount_predictions_loss: 0.1446 30/2423 [..............................] - ETA: 19:07 - loss: 351.3804 - logits_profile_predictions_loss: 350.0085 - logcount_predictions_loss: 0.1444 31/2423 [..............................] - ETA: 19:06 - loss: 351.4360 - logits_profile_predictions_loss: 350.0654 - logcount_predictions_loss: 0.1443 32/2423 [..............................] - ETA: 19:06 - loss: 351.4847 - logits_profile_predictions_loss: 350.1153 - logcount_predictions_loss: 0.1442 33/2423 [..............................] - ETA: 19:05 - loss: 351.5158 - logits_profile_predictions_loss: 350.1471 - logcount_predictions_loss: 0.1441 34/2423 [..............................] - ETA: 19:05 - loss: 351.5253 - logits_profile_predictions_loss: 350.1573 - logcount_predictions_loss: 0.1440 35/2423 [..............................] - ETA: 19:04 - loss: 351.5195 - logits_profile_predictions_loss: 350.1524 - logcount_predictions_loss: 0.1439 36/2423 [..............................] - ETA: 19:04 - loss: 351.4781 - logits_profile_predictions_loss: 350.1121 - logcount_predictions_loss: 0.1438 37/2423 [..............................] - ETA: 19:03 - loss: 351.4378 - logits_profile_predictions_loss: 350.0727 - logcount_predictions_loss: 0.1437 38/2423 [..............................] - ETA: 19:03 - loss: 351.4126 - logits_profile_predictions_loss: 350.0481 - logcount_predictions_loss: 0.1436 39/2423 [..............................] - ETA: 19:02 - loss: 351.3680 - logits_profile_predictions_loss: 350.0040 - logcount_predictions_loss: 0.1436 40/2423 [..............................] - ETA: 19:02 - loss: 351.3489 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1436 41/2423 [..............................] - ETA: 19:01 - loss: 351.3182 - logits_profile_predictions_loss: 349.9547 - logcount_predictions_loss: 0.1435 42/2423 [..............................] - ETA: 19:01 - loss: 351.3001 - logits_profile_predictions_loss: 349.9362 - logcount_predictions_loss: 0.1436 43/2423 [..............................] - ETA: 19:00 - loss: 351.2753 - logits_profile_predictions_loss: 349.9107 - logcount_predictions_loss: 0.1437 44/2423 [..............................] - ETA: 19:00 - loss: 351.2725 - logits_profile_predictions_loss: 349.9070 - logcount_predictions_loss: 0.1437 45/2423 [..............................] - ETA: 18:59 - loss: 351.2841 - logits_profile_predictions_loss: 349.9174 - logcount_predictions_loss: 0.1439 46/2423 [..............................] - ETA: 18:59 - loss: 351.2809 - logits_profile_predictions_loss: 349.9133 - logcount_predictions_loss: 0.1440 47/2423 [..............................] - ETA: 18:59 - loss: 351.2896 - logits_profile_predictions_loss: 349.9209 - logcount_predictions_loss: 0.1441 48/2423 [..............................] - ETA: 18:58 - loss: 351.3091 - logits_profile_predictions_loss: 349.9388 - logcount_predictions_loss: 0.1442 49/2423 [..............................] - ETA: 18:58 - loss: 351.3223 - logits_profile_predictions_loss: 349.9503 - logcount_predictions_loss: 0.1444 50/2423 [..............................] - ETA: 18:57 - loss: 351.3497 - logits_profile_predictions_loss: 349.9761 - logcount_predictions_loss: 0.1446 51/2423 [..............................] - ETA: 18:57 - loss: 351.3829 - logits_profile_predictions_loss: 350.0074 - logcount_predictions_loss: 0.1448 52/2423 [..............................] - ETA: 18:56 - loss: 351.4134 - logits_profile_predictions_loss: 350.0359 - logcount_predictions_loss: 0.1450 53/2423 [..............................] - ETA: 18:56 - loss: 351.4494 - logits_profile_predictions_loss: 350.0698 - logcount_predictions_loss: 0.1452 54/2423 [..............................] - ETA: 18:56 - loss: 351.4794 - logits_profile_predictions_loss: 350.0980 - logcount_predictions_loss: 0.1454 55/2423 [..............................] - ETA: 18:55 - loss: 351.5088 - logits_profile_predictions_loss: 350.1253 - logcount_predictions_loss: 0.1456 56/2423 [..............................] - ETA: 18:55 - loss: 351.5303 - logits_profile_predictions_loss: 350.1448 - logcount_predictions_loss: 0.1458 57/2423 [..............................] - ETA: 18:54 - loss: 351.5324 - logits_profile_predictions_loss: 350.1451 - logcount_predictions_loss: 0.1460 58/2423 [..............................] - ETA: 18:54 - loss: 351.5423 - logits_profile_predictions_loss: 350.1532 - logcount_predictions_loss: 0.1462 59/2423 [..............................] - ETA: 18:53 - loss: 351.5635 - logits_profile_predictions_loss: 350.1722 - logcount_predictions_loss: 0.1465 60/2423 [..............................] - ETA: 18:53 - loss: 351.5855 - logits_profile_predictions_loss: 350.1921 - logcount_predictions_loss: 0.1467 61/2423 [..............................] - ETA: 18:52 - loss: 351.6048 - logits_profile_predictions_loss: 350.2093 - logcount_predictions_loss: 0.1469 62/2423 [..............................] - ETA: 18:52 - loss: 351.6257 - logits_profile_predictions_loss: 350.2281 - logcount_predictions_loss: 0.1471 63/2423 [..............................] - ETA: 18:51 - loss: 351.6499 - logits_profile_predictions_loss: 350.2503 - logcount_predictions_loss: 0.1473 64/2423 [..............................] - ETA: 18:51 - loss: 351.6724 - logits_profile_predictions_loss: 350.2709 - logcount_predictions_loss: 0.1475 65/2423 [..............................] - ETA: 18:50 - loss: 351.7029 - logits_profile_predictions_loss: 350.2997 - logcount_predictions_loss: 0.1477 66/2423 [..............................] - ETA: 18:50 - loss: 351.7312 - logits_profile_predictions_loss: 350.3263 - logcount_predictions_loss: 0.1479 67/2423 [..............................] - ETA: 18:49 - loss: 351.7705 - 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[..............................] - ETA: 18:46 - loss: 352.1641 - logits_profile_predictions_loss: 350.7488 - logcount_predictions_loss: 0.1490 75/2423 [..............................] - ETA: 18:46 - loss: 352.2222 - logits_profile_predictions_loss: 350.8059 - logcount_predictions_loss: 0.1491 76/2423 [..............................] - ETA: 18:45 - loss: 352.2773 - logits_profile_predictions_loss: 350.8601 - logcount_predictions_loss: 0.1492 77/2423 [..............................] - ETA: 18:45 - loss: 352.3280 - logits_profile_predictions_loss: 350.9101 - logcount_predictions_loss: 0.1493 78/2423 [..............................] - ETA: 18:44 - loss: 352.3849 - logits_profile_predictions_loss: 350.9663 - logcount_predictions_loss: 0.1493 79/2423 [..............................] - ETA: 18:44 - loss: 352.4441 - logits_profile_predictions_loss: 351.0250 - logcount_predictions_loss: 0.1494 80/2423 [..............................] - ETA: 18:43 - loss: 352.5059 - 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[>.............................] - ETA: 18:40 - loss: 352.8555 - logits_profile_predictions_loss: 351.4323 - logcount_predictions_loss: 0.1498 88/2423 [>.............................] - ETA: 18:40 - loss: 352.8926 - logits_profile_predictions_loss: 351.4690 - logcount_predictions_loss: 0.1499 89/2423 [>.............................] - ETA: 18:39 - loss: 352.9284 - logits_profile_predictions_loss: 351.5045 - logcount_predictions_loss: 0.1499 90/2423 [>.............................] - ETA: 18:39 - loss: 352.9654 - logits_profile_predictions_loss: 351.5412 - logcount_predictions_loss: 0.1499 91/2423 [>.............................] - ETA: 18:38 - loss: 353.0061 - logits_profile_predictions_loss: 351.5816 - logcount_predictions_loss: 0.1499 92/2423 [>.............................] - ETA: 18:38 - loss: 353.0474 - logits_profile_predictions_loss: 351.6227 - logcount_predictions_loss: 0.1500 93/2423 [>.............................] - ETA: 18:37 - loss: 353.0906 - 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[>.............................] - ETA: 18:34 - loss: 353.3374 - logits_profile_predictions_loss: 351.9110 - logcount_predictions_loss: 0.1502 101/2423 [>.............................] - ETA: 18:33 - loss: 353.3643 - logits_profile_predictions_loss: 351.9378 - logcount_predictions_loss: 0.1502 102/2423 [>.............................] - ETA: 18:33 - loss: 353.3868 - logits_profile_predictions_loss: 351.9602 - logcount_predictions_loss: 0.1502 103/2423 [>.............................] - ETA: 18:33 - loss: 353.4040 - logits_profile_predictions_loss: 351.9773 - logcount_predictions_loss: 0.1502 104/2423 [>.............................] - ETA: 18:32 - loss: 353.4212 - logits_profile_predictions_loss: 351.9945 - logcount_predictions_loss: 0.1502 105/2423 [>.............................] - ETA: 18:32 - loss: 353.4359 - logits_profile_predictions_loss: 352.0091 - logcount_predictions_loss: 0.1502 106/2423 [>.............................] - ETA: 18:31 - loss: 353.4515 - 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[>.............................] - ETA: 18:28 - loss: 353.5501 - logits_profile_predictions_loss: 352.1237 - logcount_predictions_loss: 0.1502 114/2423 [>.............................] - ETA: 18:28 - loss: 353.5600 - logits_profile_predictions_loss: 352.1336 - logcount_predictions_loss: 0.1502 115/2423 [>.............................] - ETA: 18:27 - loss: 353.5672 - logits_profile_predictions_loss: 352.1408 - logcount_predictions_loss: 0.1502 116/2423 [>.............................] - ETA: 18:27 - loss: 353.5751 - logits_profile_predictions_loss: 352.1487 - logcount_predictions_loss: 0.1502 117/2423 [>.............................] - ETA: 18:26 - loss: 353.5838 - logits_profile_predictions_loss: 352.1574 - logcount_predictions_loss: 0.1502 118/2423 [>.............................] - ETA: 18:26 - loss: 353.5939 - logits_profile_predictions_loss: 352.1675 - logcount_predictions_loss: 0.1502 119/2423 [>.............................] - ETA: 18:25 - loss: 353.6027 - 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[============================>.] - ETA: 29s - loss: 355.5575 - logits_profile_predictions_loss: 354.1017 - logcount_predictions_loss: 0.1533 2363/2423 [============================>.] - ETA: 28s - loss: 355.5577 - logits_profile_predictions_loss: 354.1018 - logcount_predictions_loss: 0.1533 2364/2423 [============================>.] - ETA: 28s - loss: 355.5578 - logits_profile_predictions_loss: 354.1019 - logcount_predictions_loss: 0.1533 2365/2423 [============================>.] - ETA: 27s - loss: 355.5579 - logits_profile_predictions_loss: 354.1020 - logcount_predictions_loss: 0.1533 2366/2423 [============================>.] - ETA: 27s - loss: 355.5580 - logits_profile_predictions_loss: 354.1021 - logcount_predictions_loss: 0.1533 2367/2423 [============================>.] - ETA: 26s - loss: 355.5581 - logits_profile_predictions_loss: 354.1022 - logcount_predictions_loss: 0.1533 2368/2423 [============================>.] - ETA: 26s - loss: 355.5582 - logits_profile_predictions_loss: 354.1023 - logcount_predictions_loss: 0.1533 2369/2423 [============================>.] - ETA: 25s - loss: 355.5583 - logits_profile_predictions_loss: 354.1024 - logcount_predictions_loss: 0.1533 2370/2423 [============================>.] - ETA: 25s - loss: 355.5584 - logits_profile_predictions_loss: 354.1025 - logcount_predictions_loss: 0.1533 2371/2423 [============================>.] - ETA: 24s - loss: 355.5585 - logits_profile_predictions_loss: 354.1026 - logcount_predictions_loss: 0.1533 2372/2423 [============================>.] - ETA: 24s - loss: 355.5586 - logits_profile_predictions_loss: 354.1027 - logcount_predictions_loss: 0.1533 2373/2423 [============================>.] - ETA: 24s - loss: 355.5587 - logits_profile_predictions_loss: 354.1028 - logcount_predictions_loss: 0.1533 2374/2423 [============================>.] - ETA: 23s - loss: 355.5588 - logits_profile_predictions_loss: 354.1029 - logcount_predictions_loss: 0.1533 2375/2423 [============================>.] - ETA: 23s - loss: 355.5589 - logits_profile_predictions_loss: 354.1030 - logcount_predictions_loss: 0.1533 2376/2423 [============================>.] - ETA: 22s - loss: 355.5590 - logits_profile_predictions_loss: 354.1031 - logcount_predictions_loss: 0.1533 2377/2423 [============================>.] - ETA: 22s - loss: 355.5591 - logits_profile_predictions_loss: 354.1032 - logcount_predictions_loss: 0.1533 2378/2423 [============================>.] - ETA: 21s - loss: 355.5592 - logits_profile_predictions_loss: 354.1033 - logcount_predictions_loss: 0.1533 2379/2423 [============================>.] - ETA: 21s - loss: 355.5593 - logits_profile_predictions_loss: 354.1034 - logcount_predictions_loss: 0.1533 2380/2423 [============================>.] - ETA: 20s - loss: 355.5594 - logits_profile_predictions_loss: 354.1035 - logcount_predictions_loss: 0.1533 2381/2423 [============================>.] - ETA: 20s - loss: 355.5595 - logits_profile_predictions_loss: 354.1035 - logcount_predictions_loss: 0.1533 2382/2423 [============================>.] - ETA: 19s - loss: 355.5596 - logits_profile_predictions_loss: 354.1036 - logcount_predictions_loss: 0.1533 2383/2423 [============================>.] - ETA: 19s - loss: 355.5597 - logits_profile_predictions_loss: 354.1037 - logcount_predictions_loss: 0.1533 2384/2423 [============================>.] - ETA: 18s - loss: 355.5597 - logits_profile_predictions_loss: 354.1037 - logcount_predictions_loss: 0.1533 2385/2423 [============================>.] - ETA: 18s - loss: 355.5598 - logits_profile_predictions_loss: 354.1038 - logcount_predictions_loss: 0.1533 2386/2423 [============================>.] - ETA: 17s - loss: 355.5599 - logits_profile_predictions_loss: 354.1039 - logcount_predictions_loss: 0.1533 2387/2423 [============================>.] - ETA: 17s - loss: 355.5600 - logits_profile_predictions_loss: 354.1040 - logcount_predictions_loss: 0.1533 2388/2423 [============================>.] - ETA: 16s - loss: 355.5600 - logits_profile_predictions_loss: 354.1040 - logcount_predictions_loss: 0.1533 2389/2423 [============================>.] - ETA: 16s - loss: 355.5601 - logits_profile_predictions_loss: 354.1041 - logcount_predictions_loss: 0.1533 2390/2423 [============================>.] - ETA: 15s - loss: 355.5602 - logits_profile_predictions_loss: 354.1042 - logcount_predictions_loss: 0.1533 2391/2423 [============================>.] - ETA: 15s - loss: 355.5603 - logits_profile_predictions_loss: 354.1043 - logcount_predictions_loss: 0.1533 2392/2423 [============================>.] - ETA: 14s - loss: 355.5604 - logits_profile_predictions_loss: 354.1043 - logcount_predictions_loss: 0.1533 2393/2423 [============================>.] - ETA: 14s - loss: 355.5605 - logits_profile_predictions_loss: 354.1044 - logcount_predictions_loss: 0.1533 2394/2423 [============================>.] - ETA: 13s - loss: 355.5605 - 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[============================>.] - ETA: 10s - loss: 355.5612 - logits_profile_predictions_loss: 354.1051 - logcount_predictions_loss: 0.1533 2402/2423 [============================>.] - ETA: 10s - loss: 355.5613 - logits_profile_predictions_loss: 354.1052 - logcount_predictions_loss: 0.1533 2403/2423 [============================>.] - ETA: 9s - loss: 355.5614 - logits_profile_predictions_loss: 354.1054 - logcount_predictions_loss: 0.1533  2404/2423 [============================>.] - ETA: 9s - loss: 355.5615 - logits_profile_predictions_loss: 354.1055 - logcount_predictions_loss: 0.1533 2405/2423 [============================>.] - ETA: 8s - loss: 355.5616 - logits_profile_predictions_loss: 354.1056 - logcount_predictions_loss: 0.1533 2406/2423 [============================>.] - ETA: 8s - loss: 355.5617 - logits_profile_predictions_loss: 354.1057 - logcount_predictions_loss: 0.1533 2407/2423 [============================>.] - ETA: 7s - loss: 355.5618 - logits_profile_predictions_loss: 354.1057 - logcount_predictions_loss: 0.1533 2408/2423 [============================>.] - ETA: 7s - loss: 355.5619 - logits_profile_predictions_loss: 354.1058 - logcount_predictions_loss: 0.1533 2409/2423 [============================>.] - ETA: 6s - loss: 355.5620 - logits_profile_predictions_loss: 354.1059 - logcount_predictions_loss: 0.1533 2410/2423 [============================>.] - ETA: 6s - loss: 355.5621 - logits_profile_predictions_loss: 354.1060 - logcount_predictions_loss: 0.1533 2411/2423 [============================>.] - ETA: 5s - loss: 355.5622 - logits_profile_predictions_loss: 354.1061 - logcount_predictions_loss: 0.1533 2412/2423 [============================>.] - ETA: 5s - loss: 355.5623 - logits_profile_predictions_loss: 354.1062 - logcount_predictions_loss: 0.1533 2413/2423 [============================>.] - ETA: 4s - loss: 355.5624 - logits_profile_predictions_loss: 354.1063 - logcount_predictions_loss: 0.1533 2414/2423 [============================>.] - ETA: 4s - loss: 355.5625 - logits_profile_predictions_loss: 354.1064 - logcount_predictions_loss: 0.1533 2415/2423 [============================>.] - ETA: 3s - loss: 355.5626 - logits_profile_predictions_loss: 354.1065 - logcount_predictions_loss: 0.1533 2416/2423 [============================>.] - ETA: 3s - loss: 355.5627 - logits_profile_predictions_loss: 354.1066 - logcount_predictions_loss: 0.1533 2417/2423 [============================>.] - ETA: 2s - loss: 355.5628 - logits_profile_predictions_loss: 354.1066 - logcount_predictions_loss: 0.1533 2418/2423 [============================>.] - ETA: 2s - loss: 355.5629 - logits_profile_predictions_loss: 354.1067 - logcount_predictions_loss: 0.1533 2419/2423 [============================>.] - ETA: 1s - loss: 355.5629 - logits_profile_predictions_loss: 354.1068 - logcount_predictions_loss: 0.1533 2420/2423 [============================>.] - ETA: 1s - loss: 355.5630 - logits_profile_predictions_loss: 354.1069 - logcount_predictions_loss: 0.1533 2421/2423 [============================>.] - ETA: 0s - loss: 355.5631 - logits_profile_predictions_loss: 354.1069 - logcount_predictions_loss: 0.1533 2422/2423 [============================>.] - ETA: 0s - loss: 355.5631 - logits_profile_predictions_loss: 354.1070 - logcount_predictions_loss: 0.1533 2423/2423 [==============================] - ETA: 0s - loss: 355.5632 - logits_profile_predictions_loss: 354.1070 - logcount_predictions_loss: 0.1533 2423/2423 [==============================] - 1209s 499ms/step - loss: 355.5632 - logits_profile_predictions_loss: 354.1071 - logcount_predictions_loss: 0.1533 - val_loss: 367.1992 - val_logits_profile_predictions_loss: 365.8272 - val_logcount_predictions_loss: 0.1444 Epoch 00012: val_loss did not improve from 365.14505 Epoch 13/50 1/2423 [..............................] - ETA: 20:39 - loss: 400.5521 - logits_profile_predictions_loss: 398.7327 - logcount_predictions_loss: 0.1915 2/2423 [..............................] - ETA: 19:20 - loss: 384.2883 - logits_profile_predictions_loss: 382.6780 - logcount_predictions_loss: 0.1695 3/2423 [..............................] - ETA: 19:20 - loss: 378.9097 - logits_profile_predictions_loss: 377.4028 - logcount_predictions_loss: 0.1586 4/2423 [..............................] - ETA: 19:20 - loss: 376.4929 - logits_profile_predictions_loss: 375.0206 - logcount_predictions_loss: 0.1550 5/2423 [..............................] - ETA: 19:20 - loss: 375.3930 - logits_profile_predictions_loss: 373.9386 - logcount_predictions_loss: 0.1531 6/2423 [..............................] - ETA: 19:19 - loss: 373.9073 - logits_profile_predictions_loss: 372.4553 - logcount_predictions_loss: 0.1528 7/2423 [..............................] - ETA: 19:18 - loss: 373.0536 - logits_profile_predictions_loss: 371.6143 - logcount_predictions_loss: 0.1515 8/2423 [..............................] - ETA: 19:18 - loss: 372.3564 - logits_profile_predictions_loss: 370.9337 - logcount_predictions_loss: 0.1498 9/2423 [..............................] - ETA: 19:17 - loss: 371.7653 - logits_profile_predictions_loss: 370.3578 - logcount_predictions_loss: 0.1482 10/2423 [..............................] - ETA: 19:17 - loss: 370.8472 - logits_profile_predictions_loss: 369.4510 - logcount_predictions_loss: 0.1470 11/2423 [..............................] - ETA: 19:16 - loss: 370.0091 - logits_profile_predictions_loss: 368.6236 - logcount_predictions_loss: 0.1458 12/2423 [..............................] - ETA: 19:16 - loss: 369.2082 - logits_profile_predictions_loss: 367.8319 - logcount_predictions_loss: 0.1449 13/2423 [..............................] - ETA: 19:15 - loss: 368.5462 - logits_profile_predictions_loss: 367.1747 - logcount_predictions_loss: 0.1444 14/2423 [..............................] - ETA: 19:15 - loss: 367.7620 - logits_profile_predictions_loss: 366.3956 - logcount_predictions_loss: 0.1438 15/2423 [..............................] - ETA: 19:14 - loss: 366.9632 - logits_profile_predictions_loss: 365.6022 - logcount_predictions_loss: 0.1433 16/2423 [..............................] - ETA: 19:14 - loss: 366.6247 - logits_profile_predictions_loss: 365.2684 - logcount_predictions_loss: 0.1428 17/2423 [..............................] - ETA: 19:13 - loss: 366.2067 - logits_profile_predictions_loss: 364.8520 - logcount_predictions_loss: 0.1426 18/2423 [..............................] - ETA: 19:13 - loss: 365.9249 - logits_profile_predictions_loss: 364.5716 - logcount_predictions_loss: 0.1425 19/2423 [..............................] - ETA: 19:12 - loss: 365.6502 - logits_profile_predictions_loss: 364.2984 - logcount_predictions_loss: 0.1423 20/2423 [..............................] - ETA: 19:12 - loss: 365.4678 - logits_profile_predictions_loss: 364.1166 - logcount_predictions_loss: 0.1422 21/2423 [..............................] - ETA: 19:11 - loss: 365.2250 - logits_profile_predictions_loss: 363.8732 - logcount_predictions_loss: 0.1423 22/2423 [..............................] - ETA: 19:11 - loss: 364.9122 - logits_profile_predictions_loss: 363.5598 - logcount_predictions_loss: 0.1424 23/2423 [..............................] - ETA: 19:10 - loss: 364.5510 - logits_profile_predictions_loss: 363.1977 - logcount_predictions_loss: 0.1425 24/2423 [..............................] - ETA: 19:10 - loss: 364.1402 - logits_profile_predictions_loss: 362.7861 - logcount_predictions_loss: 0.1425 25/2423 [..............................] - ETA: 19:09 - loss: 363.8501 - logits_profile_predictions_loss: 362.4937 - logcount_predictions_loss: 0.1428 26/2423 [..............................] - ETA: 19:09 - loss: 363.5600 - logits_profile_predictions_loss: 362.2012 - logcount_predictions_loss: 0.1430 27/2423 [..............................] - ETA: 19:08 - loss: 363.2777 - logits_profile_predictions_loss: 361.9160 - logcount_predictions_loss: 0.1433 28/2423 [..............................] - ETA: 19:08 - loss: 363.0720 - logits_profile_predictions_loss: 361.7071 - logcount_predictions_loss: 0.1437 29/2423 [..............................] - ETA: 19:07 - loss: 362.8893 - logits_profile_predictions_loss: 361.5214 - logcount_predictions_loss: 0.1440 30/2423 [..............................] - ETA: 19:07 - loss: 362.7661 - logits_profile_predictions_loss: 361.3953 - logcount_predictions_loss: 0.1443 31/2423 [..............................] - ETA: 19:06 - loss: 362.6318 - logits_profile_predictions_loss: 361.2583 - logcount_predictions_loss: 0.1446 32/2423 [..............................] - ETA: 19:06 - loss: 362.4559 - logits_profile_predictions_loss: 361.0795 - logcount_predictions_loss: 0.1449 33/2423 [..............................] - ETA: 19:05 - loss: 362.2546 - logits_profile_predictions_loss: 360.8751 - logcount_predictions_loss: 0.1452 34/2423 [..............................] - ETA: 19:05 - loss: 362.0934 - logits_profile_predictions_loss: 360.7108 - logcount_predictions_loss: 0.1455 35/2423 [..............................] - ETA: 19:04 - loss: 361.9071 - logits_profile_predictions_loss: 360.5217 - logcount_predictions_loss: 0.1458 36/2423 [..............................] - ETA: 19:04 - loss: 361.7176 - logits_profile_predictions_loss: 360.3281 - logcount_predictions_loss: 0.1463 37/2423 [..............................] - ETA: 19:04 - loss: 361.5475 - logits_profile_predictions_loss: 360.1540 - logcount_predictions_loss: 0.1467 38/2423 [..............................] - ETA: 19:03 - loss: 361.4054 - logits_profile_predictions_loss: 360.0083 - logcount_predictions_loss: 0.1471 39/2423 [..............................] - ETA: 19:03 - loss: 361.2810 - logits_profile_predictions_loss: 359.8806 - logcount_predictions_loss: 0.1474 40/2423 [..............................] - ETA: 19:02 - loss: 361.1457 - logits_profile_predictions_loss: 359.7420 - logcount_predictions_loss: 0.1478 41/2423 [..............................] - ETA: 19:02 - loss: 360.9993 - logits_profile_predictions_loss: 359.5924 - logcount_predictions_loss: 0.1481 42/2423 [..............................] - ETA: 19:01 - loss: 360.8589 - logits_profile_predictions_loss: 359.4491 - logcount_predictions_loss: 0.1484 43/2423 [..............................] - ETA: 19:01 - loss: 360.7584 - logits_profile_predictions_loss: 359.3458 - logcount_predictions_loss: 0.1487 44/2423 [..............................] - ETA: 19:00 - loss: 360.6609 - logits_profile_predictions_loss: 359.2458 - logcount_predictions_loss: 0.1490 45/2423 [..............................] - ETA: 19:00 - loss: 360.5639 - logits_profile_predictions_loss: 359.1461 - logcount_predictions_loss: 0.1492 46/2423 [..............................] - ETA: 18:59 - loss: 360.4525 - logits_profile_predictions_loss: 359.0323 - logcount_predictions_loss: 0.1495 47/2423 [..............................] - ETA: 18:59 - loss: 360.3164 - logits_profile_predictions_loss: 358.8941 - logcount_predictions_loss: 0.1497 48/2423 [..............................] - ETA: 18:58 - loss: 360.1737 - logits_profile_predictions_loss: 358.7495 - logcount_predictions_loss: 0.1499 49/2423 [..............................] - ETA: 18:58 - loss: 360.0491 - logits_profile_predictions_loss: 358.6234 - logcount_predictions_loss: 0.1501 50/2423 [..............................] - ETA: 18:58 - loss: 359.9222 - logits_profile_predictions_loss: 358.4952 - logcount_predictions_loss: 0.1502 51/2423 [..............................] - ETA: 18:57 - loss: 359.7823 - logits_profile_predictions_loss: 358.3542 - logcount_predictions_loss: 0.1503 52/2423 [..............................] - ETA: 18:57 - loss: 359.6730 - logits_profile_predictions_loss: 358.2440 - logcount_predictions_loss: 0.1504 53/2423 [..............................] - ETA: 18:56 - loss: 359.5602 - logits_profile_predictions_loss: 358.1304 - logcount_predictions_loss: 0.1505 54/2423 [..............................] - ETA: 18:56 - loss: 359.4678 - logits_profile_predictions_loss: 358.0372 - logcount_predictions_loss: 0.1506 55/2423 [..............................] - ETA: 18:55 - loss: 359.3681 - logits_profile_predictions_loss: 357.9370 - logcount_predictions_loss: 0.1506 56/2423 [..............................] - ETA: 18:55 - loss: 359.2731 - logits_profile_predictions_loss: 357.8413 - logcount_predictions_loss: 0.1507 57/2423 [..............................] - ETA: 18:54 - loss: 359.1714 - logits_profile_predictions_loss: 357.7390 - logcount_predictions_loss: 0.1508 58/2423 [..............................] - ETA: 18:54 - loss: 359.0799 - logits_profile_predictions_loss: 357.6466 - logcount_predictions_loss: 0.1509 59/2423 [..............................] - ETA: 18:54 - loss: 358.9986 - logits_profile_predictions_loss: 357.5647 - logcount_predictions_loss: 0.1509 60/2423 [..............................] - ETA: 18:53 - loss: 358.9213 - logits_profile_predictions_loss: 357.4867 - logcount_predictions_loss: 0.1510 61/2423 [..............................] - ETA: 18:53 - loss: 358.8380 - logits_profile_predictions_loss: 357.4029 - logcount_predictions_loss: 0.1511 62/2423 [..............................] - ETA: 18:52 - loss: 358.7668 - logits_profile_predictions_loss: 357.3314 - logcount_predictions_loss: 0.1511 63/2423 [..............................] - ETA: 18:52 - loss: 358.7026 - logits_profile_predictions_loss: 357.2665 - logcount_predictions_loss: 0.1512 64/2423 [..............................] - ETA: 18:52 - loss: 358.6331 - logits_profile_predictions_loss: 357.1963 - logcount_predictions_loss: 0.1512 65/2423 [..............................] - ETA: 18:51 - loss: 358.5716 - logits_profile_predictions_loss: 357.1343 - logcount_predictions_loss: 0.1513 66/2423 [..............................] - ETA: 18:51 - loss: 358.5128 - logits_profile_predictions_loss: 357.0748 - logcount_predictions_loss: 0.1514 67/2423 [..............................] - ETA: 18:50 - loss: 358.4541 - 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[====>.........................] - ETA: 16:05 - loss: 355.1038 - logits_profile_predictions_loss: 353.6797 - logcount_predictions_loss: 0.1499 413/2423 [====>.........................] - ETA: 16:05 - loss: 355.1048 - logits_profile_predictions_loss: 353.6807 - logcount_predictions_loss: 0.1499 414/2423 [====>.........................] - ETA: 16:04 - loss: 355.1056 - logits_profile_predictions_loss: 353.6815 - logcount_predictions_loss: 0.1499 415/2423 [====>.........................] - ETA: 16:04 - loss: 355.1063 - logits_profile_predictions_loss: 353.6821 - logcount_predictions_loss: 0.1499 416/2423 [====>.........................] - ETA: 16:03 - loss: 355.1068 - logits_profile_predictions_loss: 353.6826 - logcount_predictions_loss: 0.1499 417/2423 [====>.........................] - ETA: 16:03 - loss: 355.1075 - logits_profile_predictions_loss: 353.6833 - logcount_predictions_loss: 0.1499 418/2423 [====>.........................] - ETA: 16:02 - loss: 355.1083 - 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[====>.........................] - ETA: 15:59 - loss: 355.1132 - logits_profile_predictions_loss: 353.6888 - logcount_predictions_loss: 0.1499 426/2423 [====>.........................] - ETA: 15:58 - loss: 355.1137 - logits_profile_predictions_loss: 353.6894 - logcount_predictions_loss: 0.1499 427/2423 [====>.........................] - ETA: 15:58 - loss: 355.1145 - logits_profile_predictions_loss: 353.6901 - logcount_predictions_loss: 0.1499 428/2423 [====>.........................] - ETA: 15:57 - loss: 355.1151 - logits_profile_predictions_loss: 353.6907 - logcount_predictions_loss: 0.1499 429/2423 [====>.........................] - ETA: 15:57 - loss: 355.1158 - logits_profile_predictions_loss: 353.6913 - logcount_predictions_loss: 0.1499 430/2423 [====>.........................] - ETA: 15:56 - loss: 355.1162 - logits_profile_predictions_loss: 353.6917 - logcount_predictions_loss: 0.1499 431/2423 [====>.........................] - ETA: 15:56 - loss: 355.1167 - 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[====>.........................] - ETA: 15:53 - loss: 355.1221 - logits_profile_predictions_loss: 353.6975 - logcount_predictions_loss: 0.1500 439/2423 [====>.........................] - ETA: 15:52 - loss: 355.1225 - logits_profile_predictions_loss: 353.6979 - logcount_predictions_loss: 0.1500 440/2423 [====>.........................] - ETA: 15:52 - loss: 355.1232 - logits_profile_predictions_loss: 353.6985 - logcount_predictions_loss: 0.1500 441/2423 [====>.........................] - ETA: 15:51 - loss: 355.1241 - logits_profile_predictions_loss: 353.6995 - logcount_predictions_loss: 0.1500 442/2423 [====>.........................] - ETA: 15:51 - loss: 355.1250 - logits_profile_predictions_loss: 353.7003 - logcount_predictions_loss: 0.1500 443/2423 [====>.........................] - ETA: 15:50 - loss: 355.1261 - logits_profile_predictions_loss: 353.7014 - logcount_predictions_loss: 0.1500 444/2423 [====>.........................] - ETA: 15:50 - loss: 355.1269 - 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[====>.........................] - ETA: 15:46 - loss: 355.1337 - logits_profile_predictions_loss: 353.7088 - logcount_predictions_loss: 0.1500 452/2423 [====>.........................] - ETA: 15:46 - loss: 355.1343 - logits_profile_predictions_loss: 353.7095 - logcount_predictions_loss: 0.1500 453/2423 [====>.........................] - ETA: 15:45 - loss: 355.1350 - logits_profile_predictions_loss: 353.7101 - logcount_predictions_loss: 0.1500 454/2423 [====>.........................] - ETA: 15:45 - loss: 355.1354 - logits_profile_predictions_loss: 353.7106 - logcount_predictions_loss: 0.1500 455/2423 [====>.........................] - ETA: 15:44 - loss: 355.1360 - logits_profile_predictions_loss: 353.7111 - logcount_predictions_loss: 0.1500 456/2423 [====>.........................] - ETA: 15:44 - loss: 355.1363 - logits_profile_predictions_loss: 353.7114 - logcount_predictions_loss: 0.1500 457/2423 [====>.........................] - ETA: 15:43 - loss: 355.1367 - 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[====>.........................] - ETA: 15:40 - loss: 355.1413 - logits_profile_predictions_loss: 353.7163 - logcount_predictions_loss: 0.1500 465/2423 [====>.........................] - ETA: 15:40 - loss: 355.1421 - logits_profile_predictions_loss: 353.7171 - logcount_predictions_loss: 0.1500 466/2423 [====>.........................] - ETA: 15:39 - loss: 355.1428 - logits_profile_predictions_loss: 353.7178 - logcount_predictions_loss: 0.1500 467/2423 [====>.........................] - ETA: 15:39 - loss: 355.1436 - logits_profile_predictions_loss: 353.7185 - logcount_predictions_loss: 0.1500 468/2423 [====>.........................] - ETA: 15:38 - loss: 355.1443 - logits_profile_predictions_loss: 353.7193 - logcount_predictions_loss: 0.1500 469/2423 [====>.........................] - ETA: 15:38 - loss: 355.1451 - logits_profile_predictions_loss: 353.7200 - logcount_predictions_loss: 0.1500 470/2423 [====>.........................] - ETA: 15:37 - loss: 355.1458 - 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[====>.........................] - ETA: 15:34 - loss: 355.1481 - logits_profile_predictions_loss: 353.7229 - logcount_predictions_loss: 0.1500 478/2423 [====>.........................] - ETA: 15:33 - loss: 355.1484 - logits_profile_predictions_loss: 353.7232 - logcount_predictions_loss: 0.1500 479/2423 [====>.........................] - ETA: 15:33 - loss: 355.1486 - logits_profile_predictions_loss: 353.7234 - logcount_predictions_loss: 0.1500 480/2423 [====>.........................] - ETA: 15:32 - loss: 355.1487 - logits_profile_predictions_loss: 353.7235 - logcount_predictions_loss: 0.1500 481/2423 [====>.........................] - ETA: 15:32 - loss: 355.1488 - logits_profile_predictions_loss: 353.7235 - logcount_predictions_loss: 0.1500 482/2423 [====>.........................] - ETA: 15:31 - loss: 355.1490 - logits_profile_predictions_loss: 353.7237 - logcount_predictions_loss: 0.1500 483/2423 [====>.........................] - ETA: 15:31 - loss: 355.1491 - 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[============================>.] - ETA: 23s - loss: 354.5143 - logits_profile_predictions_loss: 353.0888 - logcount_predictions_loss: 0.1500 2376/2423 [============================>.] - ETA: 22s - loss: 354.5142 - logits_profile_predictions_loss: 353.0887 - logcount_predictions_loss: 0.1500 2377/2423 [============================>.] - ETA: 22s - loss: 354.5140 - logits_profile_predictions_loss: 353.0885 - logcount_predictions_loss: 0.1500 2378/2423 [============================>.] - ETA: 21s - loss: 354.5139 - logits_profile_predictions_loss: 353.0883 - logcount_predictions_loss: 0.1500 2379/2423 [============================>.] - ETA: 21s - loss: 354.5137 - logits_profile_predictions_loss: 353.0882 - logcount_predictions_loss: 0.1500 2380/2423 [============================>.] - ETA: 20s - loss: 354.5135 - logits_profile_predictions_loss: 353.0880 - logcount_predictions_loss: 0.1500 2381/2423 [============================>.] - ETA: 20s - loss: 354.5134 - 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[============================>.] - ETA: 16s - loss: 354.5125 - logits_profile_predictions_loss: 353.0870 - logcount_predictions_loss: 0.1500 2389/2423 [============================>.] - ETA: 16s - loss: 354.5124 - logits_profile_predictions_loss: 353.0869 - logcount_predictions_loss: 0.1500 2390/2423 [============================>.] - ETA: 15s - loss: 354.5123 - logits_profile_predictions_loss: 353.0868 - logcount_predictions_loss: 0.1500 2391/2423 [============================>.] - ETA: 15s - loss: 354.5122 - logits_profile_predictions_loss: 353.0867 - logcount_predictions_loss: 0.1500 2392/2423 [============================>.] - ETA: 14s - loss: 354.5121 - logits_profile_predictions_loss: 353.0866 - logcount_predictions_loss: 0.1501 2393/2423 [============================>.] - ETA: 14s - loss: 354.5120 - logits_profile_predictions_loss: 353.0865 - logcount_predictions_loss: 0.1501 2394/2423 [============================>.] - ETA: 13s - loss: 354.5119 - 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[============================>.] - ETA: 10s - loss: 354.5113 - logits_profile_predictions_loss: 353.0857 - logcount_predictions_loss: 0.1501 2402/2423 [============================>.] - ETA: 10s - loss: 354.5112 - logits_profile_predictions_loss: 353.0856 - logcount_predictions_loss: 0.1501 2403/2423 [============================>.] - ETA: 9s - loss: 354.5111 - logits_profile_predictions_loss: 353.0855 - logcount_predictions_loss: 0.1501  2404/2423 [============================>.] - ETA: 9s - loss: 354.5110 - logits_profile_predictions_loss: 353.0855 - logcount_predictions_loss: 0.1501 2405/2423 [============================>.] - ETA: 8s - loss: 354.5110 - logits_profile_predictions_loss: 353.0854 - logcount_predictions_loss: 0.1501 2406/2423 [============================>.] - ETA: 8s - loss: 354.5109 - logits_profile_predictions_loss: 353.0853 - logcount_predictions_loss: 0.1501 2407/2423 [============================>.] - ETA: 7s - loss: 354.5108 - logits_profile_predictions_loss: 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2421/2423 [============================>.] - ETA: 0s - loss: 354.5095 - logits_profile_predictions_loss: 353.0838 - logcount_predictions_loss: 0.1501 2422/2423 [============================>.] - ETA: 0s - loss: 354.5094 - logits_profile_predictions_loss: 353.0837 - logcount_predictions_loss: 0.1501 2423/2423 [==============================] - ETA: 0s - loss: 354.5093 - logits_profile_predictions_loss: 353.0836 - logcount_predictions_loss: 0.1501 2423/2423 [==============================] - 1209s 499ms/step - loss: 354.5092 - logits_profile_predictions_loss: 353.0835 - logcount_predictions_loss: 0.1501 - val_loss: 365.9092 - val_logits_profile_predictions_loss: 364.5244 - val_logcount_predictions_loss: 0.1458 Epoch 00013: val_loss did not improve from 365.14505 Epoch 14/50 1/2423 [..............................] - ETA: 20:33 - loss: 315.0306 - logits_profile_predictions_loss: 313.8195 - logcount_predictions_loss: 0.1275 2/2423 [..............................] - ETA: 19:21 - loss: 324.9525 - logits_profile_predictions_loss: 323.6833 - logcount_predictions_loss: 0.1336 3/2423 [..............................] - ETA: 19:21 - loss: 327.5080 - logits_profile_predictions_loss: 326.2380 - logcount_predictions_loss: 0.1337 4/2423 [..............................] - ETA: 19:21 - loss: 328.3288 - logits_profile_predictions_loss: 327.0579 - logcount_predictions_loss: 0.1338 5/2423 [..............................] - ETA: 19:20 - loss: 330.2464 - logits_profile_predictions_loss: 328.9783 - logcount_predictions_loss: 0.1335 6/2423 [..............................] - ETA: 19:19 - loss: 332.5080 - logits_profile_predictions_loss: 331.2336 - logcount_predictions_loss: 0.1341 7/2423 [..............................] - ETA: 19:18 - loss: 334.1356 - logits_profile_predictions_loss: 332.8551 - logcount_predictions_loss: 0.1348 8/2423 [..............................] - ETA: 19:18 - loss: 334.7180 - logits_profile_predictions_loss: 333.4327 - logcount_predictions_loss: 0.1353 9/2423 [..............................] - ETA: 19:17 - loss: 335.1787 - logits_profile_predictions_loss: 333.8813 - logcount_predictions_loss: 0.1366 10/2423 [..............................] - ETA: 19:17 - loss: 335.9791 - logits_profile_predictions_loss: 334.6743 - logcount_predictions_loss: 0.1373 11/2423 [..............................] - ETA: 19:16 - loss: 336.7101 - logits_profile_predictions_loss: 335.4007 - logcount_predictions_loss: 0.1378 12/2423 [..............................] - ETA: 19:16 - loss: 337.5869 - logits_profile_predictions_loss: 336.2753 - logcount_predictions_loss: 0.1381 13/2423 [..............................] - ETA: 19:15 - loss: 338.1259 - logits_profile_predictions_loss: 336.8122 - logcount_predictions_loss: 0.1383 14/2423 [..............................] - ETA: 19:15 - loss: 338.7661 - logits_profile_predictions_loss: 337.4493 - logcount_predictions_loss: 0.1386 15/2423 [..............................] - ETA: 19:14 - loss: 339.3471 - logits_profile_predictions_loss: 338.0287 - logcount_predictions_loss: 0.1388 16/2423 [..............................] - ETA: 19:14 - loss: 339.9991 - logits_profile_predictions_loss: 338.6765 - logcount_predictions_loss: 0.1392 17/2423 [..............................] - ETA: 19:13 - loss: 340.4902 - logits_profile_predictions_loss: 339.1629 - logcount_predictions_loss: 0.1397 18/2423 [..............................] - ETA: 19:13 - loss: 341.0195 - logits_profile_predictions_loss: 339.6876 - logcount_predictions_loss: 0.1402 19/2423 [..............................] - ETA: 19:12 - loss: 341.4945 - logits_profile_predictions_loss: 340.1590 - logcount_predictions_loss: 0.1406 20/2423 [..............................] - ETA: 19:12 - loss: 341.9880 - logits_profile_predictions_loss: 340.6509 - logcount_predictions_loss: 0.1407 21/2423 [..............................] - ETA: 19:11 - loss: 342.4739 - logits_profile_predictions_loss: 341.1348 - logcount_predictions_loss: 0.1410 22/2423 [..............................] - ETA: 19:11 - loss: 342.9107 - logits_profile_predictions_loss: 341.5704 - logcount_predictions_loss: 0.1411 23/2423 [..............................] - ETA: 19:10 - loss: 343.3025 - logits_profile_predictions_loss: 341.9611 - logcount_predictions_loss: 0.1412 24/2423 [..............................] - ETA: 19:10 - loss: 343.6357 - logits_profile_predictions_loss: 342.2935 - logcount_predictions_loss: 0.1413 25/2423 [..............................] - ETA: 19:09 - loss: 343.9953 - logits_profile_predictions_loss: 342.6518 - logcount_predictions_loss: 0.1414 26/2423 [..............................] - ETA: 19:09 - loss: 344.3438 - logits_profile_predictions_loss: 342.9990 - logcount_predictions_loss: 0.1415 27/2423 [..............................] - ETA: 19:09 - loss: 344.6835 - logits_profile_predictions_loss: 343.3377 - logcount_predictions_loss: 0.1417 28/2423 [..............................] - ETA: 19:08 - loss: 345.0226 - 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[..............................] - ETA: 19:05 - loss: 347.4338 - logits_profile_predictions_loss: 346.0723 - logcount_predictions_loss: 0.1433 36/2423 [..............................] - ETA: 19:05 - loss: 347.7813 - logits_profile_predictions_loss: 346.4179 - logcount_predictions_loss: 0.1435 37/2423 [..............................] - ETA: 19:04 - loss: 348.1047 - logits_profile_predictions_loss: 346.7399 - logcount_predictions_loss: 0.1437 38/2423 [..............................] - ETA: 19:04 - loss: 348.4014 - logits_profile_predictions_loss: 347.0354 - logcount_predictions_loss: 0.1438 39/2423 [..............................] - ETA: 19:03 - loss: 348.6652 - logits_profile_predictions_loss: 347.2982 - logcount_predictions_loss: 0.1439 40/2423 [..............................] - ETA: 19:03 - loss: 348.9242 - logits_profile_predictions_loss: 347.5564 - logcount_predictions_loss: 0.1440 41/2423 [..............................] - ETA: 19:02 - loss: 349.1727 - 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[===>..........................] - ETA: 16:42 - loss: 352.6999 - logits_profile_predictions_loss: 351.3331 - logcount_predictions_loss: 0.1439 335/2423 [===>..........................] - ETA: 16:42 - loss: 352.6974 - logits_profile_predictions_loss: 351.3306 - logcount_predictions_loss: 0.1439 336/2423 [===>..........................] - ETA: 16:41 - loss: 352.6952 - logits_profile_predictions_loss: 351.3285 - logcount_predictions_loss: 0.1439 337/2423 [===>..........................] - ETA: 16:41 - loss: 352.6934 - logits_profile_predictions_loss: 351.3266 - logcount_predictions_loss: 0.1439 338/2423 [===>..........................] - ETA: 16:40 - loss: 352.6916 - logits_profile_predictions_loss: 351.3248 - logcount_predictions_loss: 0.1439 339/2423 [===>..........................] - ETA: 16:40 - loss: 352.6900 - logits_profile_predictions_loss: 351.3233 - logcount_predictions_loss: 0.1439 340/2423 [===>..........................] - ETA: 16:39 - loss: 352.6889 - 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[===>..........................] - ETA: 16:36 - loss: 352.6766 - logits_profile_predictions_loss: 351.3098 - logcount_predictions_loss: 0.1439 348/2423 [===>..........................] - ETA: 16:36 - loss: 352.6750 - logits_profile_predictions_loss: 351.3082 - logcount_predictions_loss: 0.1439 349/2423 [===>..........................] - ETA: 16:35 - loss: 352.6734 - logits_profile_predictions_loss: 351.3066 - logcount_predictions_loss: 0.1439 350/2423 [===>..........................] - ETA: 16:35 - loss: 352.6718 - logits_profile_predictions_loss: 351.3050 - logcount_predictions_loss: 0.1439 351/2423 [===>..........................] - ETA: 16:34 - loss: 352.6703 - logits_profile_predictions_loss: 351.3036 - logcount_predictions_loss: 0.1439 352/2423 [===>..........................] - ETA: 16:34 - loss: 352.6687 - logits_profile_predictions_loss: 351.3019 - logcount_predictions_loss: 0.1439 353/2423 [===>..........................] - ETA: 16:33 - loss: 352.6667 - 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[===>..........................] - ETA: 16:30 - loss: 352.6517 - logits_profile_predictions_loss: 351.2849 - logcount_predictions_loss: 0.1439 361/2423 [===>..........................] - ETA: 16:29 - loss: 352.6500 - logits_profile_predictions_loss: 351.2832 - logcount_predictions_loss: 0.1439 362/2423 [===>..........................] - ETA: 16:29 - loss: 352.6485 - logits_profile_predictions_loss: 351.2817 - logcount_predictions_loss: 0.1439 363/2423 [===>..........................] - ETA: 16:28 - loss: 352.6465 - logits_profile_predictions_loss: 351.2798 - logcount_predictions_loss: 0.1439 364/2423 [===>..........................] - ETA: 16:28 - loss: 352.6445 - logits_profile_predictions_loss: 351.2777 - logcount_predictions_loss: 0.1439 365/2423 [===>..........................] - ETA: 16:27 - loss: 352.6427 - logits_profile_predictions_loss: 351.2759 - logcount_predictions_loss: 0.1439 366/2423 [===>..........................] - ETA: 16:27 - loss: 352.6408 - 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[===>..........................] - ETA: 16:24 - loss: 352.6289 - logits_profile_predictions_loss: 351.2621 - logcount_predictions_loss: 0.1439 374/2423 [===>..........................] - ETA: 16:23 - loss: 352.6274 - logits_profile_predictions_loss: 351.2607 - logcount_predictions_loss: 0.1439 375/2423 [===>..........................] - ETA: 16:23 - loss: 352.6258 - logits_profile_predictions_loss: 351.2591 - logcount_predictions_loss: 0.1439 376/2423 [===>..........................] - ETA: 16:22 - loss: 352.6242 - logits_profile_predictions_loss: 351.2575 - logcount_predictions_loss: 0.1439 377/2423 [===>..........................] - ETA: 16:22 - loss: 352.6229 - logits_profile_predictions_loss: 351.2561 - logcount_predictions_loss: 0.1439 378/2423 [===>..........................] - ETA: 16:21 - loss: 352.6217 - logits_profile_predictions_loss: 351.2549 - logcount_predictions_loss: 0.1439 379/2423 [===>..........................] - ETA: 16:21 - loss: 352.6207 - 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[===>..........................] - ETA: 16:17 - loss: 352.6166 - logits_profile_predictions_loss: 351.2498 - logcount_predictions_loss: 0.1439 387/2423 [===>..........................] - ETA: 16:17 - loss: 352.6165 - logits_profile_predictions_loss: 351.2497 - logcount_predictions_loss: 0.1439 388/2423 [===>..........................] - ETA: 16:16 - loss: 352.6162 - logits_profile_predictions_loss: 351.2494 - logcount_predictions_loss: 0.1439 389/2423 [===>..........................] - ETA: 16:16 - loss: 352.6159 - logits_profile_predictions_loss: 351.2491 - logcount_predictions_loss: 0.1439 390/2423 [===>..........................] - ETA: 16:16 - loss: 352.6157 - logits_profile_predictions_loss: 351.2489 - logcount_predictions_loss: 0.1439 391/2423 [===>..........................] - ETA: 16:15 - loss: 352.6158 - logits_profile_predictions_loss: 351.2490 - logcount_predictions_loss: 0.1439 392/2423 [===>..........................] - ETA: 16:15 - loss: 352.6157 - 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[===>..........................] - ETA: 16:11 - loss: 352.6174 - logits_profile_predictions_loss: 351.2505 - logcount_predictions_loss: 0.1439 400/2423 [===>..........................] - ETA: 16:11 - loss: 352.6175 - logits_profile_predictions_loss: 351.2507 - logcount_predictions_loss: 0.1439 401/2423 [===>..........................] - ETA: 16:10 - loss: 352.6175 - logits_profile_predictions_loss: 351.2507 - logcount_predictions_loss: 0.1439 402/2423 [===>..........................] - ETA: 16:10 - loss: 352.6171 - logits_profile_predictions_loss: 351.2503 - logcount_predictions_loss: 0.1439 403/2423 [===>..........................] - ETA: 16:09 - loss: 352.6167 - logits_profile_predictions_loss: 351.2499 - logcount_predictions_loss: 0.1439 404/2423 [====>.........................] - ETA: 16:09 - loss: 352.6162 - logits_profile_predictions_loss: 351.2494 - logcount_predictions_loss: 0.1439 405/2423 [====>.........................] - ETA: 16:08 - loss: 352.6157 - 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[====>.........................] - ETA: 16:05 - loss: 352.6156 - logits_profile_predictions_loss: 351.2488 - logcount_predictions_loss: 0.1439 413/2423 [====>.........................] - ETA: 16:04 - loss: 352.6156 - logits_profile_predictions_loss: 351.2489 - logcount_predictions_loss: 0.1439 414/2423 [====>.........................] - ETA: 16:04 - loss: 352.6158 - logits_profile_predictions_loss: 351.2491 - logcount_predictions_loss: 0.1439 415/2423 [====>.........................] - ETA: 16:04 - loss: 352.6160 - logits_profile_predictions_loss: 351.2493 - logcount_predictions_loss: 0.1439 416/2423 [====>.........................] - ETA: 16:03 - loss: 352.6162 - logits_profile_predictions_loss: 351.2495 - logcount_predictions_loss: 0.1439 417/2423 [====>.........................] - ETA: 16:03 - loss: 352.6170 - logits_profile_predictions_loss: 351.2503 - logcount_predictions_loss: 0.1439 418/2423 [====>.........................] - ETA: 16:02 - loss: 352.6179 - logits_profile_predictions_loss: 351.2512 - logcount_predictions_loss: 0.1438 419/2423 [====>.........................] - ETA: 16:02 - loss: 352.6189 - logits_profile_predictions_loss: 351.2523 - logcount_predictions_loss: 0.1438 420/2423 [====>.........................] - ETA: 16:01 - loss: 352.6199 - logits_profile_predictions_loss: 351.2533 - logcount_predictions_loss: 0.1438 421/2423 [====>.........................] - ETA: 16:01 - loss: 352.6210 - logits_profile_predictions_loss: 351.2544 - logcount_predictions_loss: 0.1438 422/2423 [====>.........................] - ETA: 16:00 - loss: 352.6219 - logits_profile_predictions_loss: 351.2553 - logcount_predictions_loss: 0.1438 423/2423 [====>.........................] - ETA: 16:00 - loss: 352.6228 - logits_profile_predictions_loss: 351.2562 - logcount_predictions_loss: 0.1438 424/2423 [====>.........................] - ETA: 15:59 - loss: 352.6238 - logits_profile_predictions_loss: 351.2572 - logcount_predictions_loss: 0.1438 425/2423 [====>.........................] - ETA: 15:59 - loss: 352.6247 - logits_profile_predictions_loss: 351.2582 - logcount_predictions_loss: 0.1438 426/2423 [====>.........................] - ETA: 15:58 - loss: 352.6261 - logits_profile_predictions_loss: 351.2595 - logcount_predictions_loss: 0.1438 427/2423 [====>.........................] - ETA: 15:58 - loss: 352.6276 - logits_profile_predictions_loss: 351.2611 - logcount_predictions_loss: 0.1438 428/2423 [====>.........................] - ETA: 15:57 - loss: 352.6291 - logits_profile_predictions_loss: 351.2626 - logcount_predictions_loss: 0.1438 429/2423 [====>.........................] - ETA: 15:57 - loss: 352.6308 - logits_profile_predictions_loss: 351.2643 - logcount_predictions_loss: 0.1438 430/2423 [====>.........................] - ETA: 15:56 - loss: 352.6325 - logits_profile_predictions_loss: 351.2660 - logcount_predictions_loss: 0.1438 431/2423 [====>.........................] - ETA: 15:56 - loss: 352.6342 - logits_profile_predictions_loss: 351.2677 - logcount_predictions_loss: 0.1438 432/2423 [====>.........................] - ETA: 15:55 - loss: 352.6359 - logits_profile_predictions_loss: 351.2694 - logcount_predictions_loss: 0.1438 433/2423 [====>.........................] - ETA: 15:55 - loss: 352.6378 - logits_profile_predictions_loss: 351.2713 - logcount_predictions_loss: 0.1438 434/2423 [====>.........................] - ETA: 15:54 - loss: 352.6395 - logits_profile_predictions_loss: 351.2731 - logcount_predictions_loss: 0.1438 435/2423 [====>.........................] - ETA: 15:54 - loss: 352.6413 - logits_profile_predictions_loss: 351.2749 - logcount_predictions_loss: 0.1438 436/2423 [====>.........................] - ETA: 15:53 - loss: 352.6434 - logits_profile_predictions_loss: 351.2770 - logcount_predictions_loss: 0.1438 437/2423 [====>.........................] - ETA: 15:53 - loss: 352.6457 - logits_profile_predictions_loss: 351.2792 - logcount_predictions_loss: 0.1438 438/2423 [====>.........................] - ETA: 15:53 - loss: 352.6482 - logits_profile_predictions_loss: 351.2818 - logcount_predictions_loss: 0.1438 439/2423 [====>.........................] - ETA: 15:52 - loss: 352.6506 - logits_profile_predictions_loss: 351.2841 - logcount_predictions_loss: 0.1438 440/2423 [====>.........................] - ETA: 15:52 - loss: 352.6528 - logits_profile_predictions_loss: 351.2864 - logcount_predictions_loss: 0.1438 441/2423 [====>.........................] - ETA: 15:51 - loss: 352.6549 - logits_profile_predictions_loss: 351.2885 - logcount_predictions_loss: 0.1438 442/2423 [====>.........................] - ETA: 15:51 - loss: 352.6572 - logits_profile_predictions_loss: 351.2907 - logcount_predictions_loss: 0.1438 443/2423 [====>.........................] - ETA: 15:50 - loss: 352.6594 - logits_profile_predictions_loss: 351.2930 - logcount_predictions_loss: 0.1438 444/2423 [====>.........................] - ETA: 15:50 - loss: 352.6618 - logits_profile_predictions_loss: 351.2954 - logcount_predictions_loss: 0.1438 445/2423 [====>.........................] - ETA: 15:49 - loss: 352.6642 - logits_profile_predictions_loss: 351.2978 - logcount_predictions_loss: 0.1438 446/2423 [====>.........................] - ETA: 15:49 - loss: 352.6664 - logits_profile_predictions_loss: 351.3000 - logcount_predictions_loss: 0.1438 447/2423 [====>.........................] - ETA: 15:48 - loss: 352.6691 - logits_profile_predictions_loss: 351.3026 - logcount_predictions_loss: 0.1438 448/2423 [====>.........................] - ETA: 15:48 - loss: 352.6717 - logits_profile_predictions_loss: 351.3053 - logcount_predictions_loss: 0.1438 449/2423 [====>.........................] - ETA: 15:47 - loss: 352.6743 - logits_profile_predictions_loss: 351.3079 - logcount_predictions_loss: 0.1438 450/2423 [====>.........................] - ETA: 15:47 - loss: 352.6769 - logits_profile_predictions_loss: 351.3104 - logcount_predictions_loss: 0.1438 451/2423 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[============================>.] - ETA: 10s - loss: 352.9179 - logits_profile_predictions_loss: 351.5278 - logcount_predictions_loss: 0.1463 2402/2423 [============================>.] - ETA: 10s - loss: 352.9181 - logits_profile_predictions_loss: 351.5279 - logcount_predictions_loss: 0.1463 2403/2423 [============================>.] - ETA: 9s - loss: 352.9183 - logits_profile_predictions_loss: 351.5281 - logcount_predictions_loss: 0.1463  2404/2423 [============================>.] - ETA: 9s - loss: 352.9184 - logits_profile_predictions_loss: 351.5283 - logcount_predictions_loss: 0.1463 2405/2423 [============================>.] - ETA: 8s - loss: 352.9186 - logits_profile_predictions_loss: 351.5285 - logcount_predictions_loss: 0.1463 2406/2423 [============================>.] - ETA: 8s - loss: 352.9188 - logits_profile_predictions_loss: 351.5287 - logcount_predictions_loss: 0.1463 2407/2423 [============================>.] - ETA: 7s - loss: 352.9190 - logits_profile_predictions_loss: 351.5289 - logcount_predictions_loss: 0.1463 2408/2423 [============================>.] - ETA: 7s - loss: 352.9192 - logits_profile_predictions_loss: 351.5291 - logcount_predictions_loss: 0.1463 2409/2423 [============================>.] - ETA: 6s - loss: 352.9194 - logits_profile_predictions_loss: 351.5293 - logcount_predictions_loss: 0.1463 2410/2423 [============================>.] - ETA: 6s - loss: 352.9196 - logits_profile_predictions_loss: 351.5294 - logcount_predictions_loss: 0.1463 2411/2423 [============================>.] - ETA: 5s - loss: 352.9198 - logits_profile_predictions_loss: 351.5296 - logcount_predictions_loss: 0.1463 2412/2423 [============================>.] - ETA: 5s - loss: 352.9200 - logits_profile_predictions_loss: 351.5299 - logcount_predictions_loss: 0.1463 2413/2423 [============================>.] - ETA: 4s - loss: 352.9202 - logits_profile_predictions_loss: 351.5301 - logcount_predictions_loss: 0.1463 2414/2423 [============================>.] - ETA: 4s - loss: 352.9205 - logits_profile_predictions_loss: 351.5303 - logcount_predictions_loss: 0.1463 2415/2423 [============================>.] - ETA: 3s - loss: 352.9207 - logits_profile_predictions_loss: 351.5305 - logcount_predictions_loss: 0.1463 2416/2423 [============================>.] - ETA: 3s - loss: 352.9209 - logits_profile_predictions_loss: 351.5307 - logcount_predictions_loss: 0.1463 2417/2423 [============================>.] - ETA: 2s - loss: 352.9211 - logits_profile_predictions_loss: 351.5309 - logcount_predictions_loss: 0.1463 2418/2423 [============================>.] - ETA: 2s - loss: 352.9213 - logits_profile_predictions_loss: 351.5311 - logcount_predictions_loss: 0.1463 2419/2423 [============================>.] - ETA: 1s - loss: 352.9215 - logits_profile_predictions_loss: 351.5313 - logcount_predictions_loss: 0.1463 2420/2423 [============================>.] - ETA: 1s - loss: 352.9217 - logits_profile_predictions_loss: 351.5315 - logcount_predictions_loss: 0.1463 2421/2423 [============================>.] - ETA: 0s - loss: 352.9219 - logits_profile_predictions_loss: 351.5317 - logcount_predictions_loss: 0.1463 2422/2423 [============================>.] - ETA: 0s - loss: 352.9221 - logits_profile_predictions_loss: 351.5319 - logcount_predictions_loss: 0.1463 2423/2423 [==============================] - ETA: 0s - loss: 352.9223 - logits_profile_predictions_loss: 351.5321 - logcount_predictions_loss: 0.1463 2423/2423 [==============================] - 1209s 499ms/step - loss: 352.9226 - logits_profile_predictions_loss: 351.5323 - logcount_predictions_loss: 0.1463 - val_loss: 367.8842 - val_logits_profile_predictions_loss: 366.4649 - val_logcount_predictions_loss: 0.1494 Epoch 00014: val_loss did not improve from 365.14505 Epoch 15/50 1/2423 [..............................] - ETA: 20:06 - loss: 369.6503 - logits_profile_predictions_loss: 367.9845 - logcount_predictions_loss: 0.1754 2/2423 [..............................] - ETA: 19:20 - loss: 366.0197 - logits_profile_predictions_loss: 364.3828 - logcount_predictions_loss: 0.1723 3/2423 [..............................] - ETA: 19:20 - loss: 366.3854 - logits_profile_predictions_loss: 364.7639 - logcount_predictions_loss: 0.1707 4/2423 [..............................] - ETA: 19:20 - loss: 361.6047 - logits_profile_predictions_loss: 360.0370 - logcount_predictions_loss: 0.1650 5/2423 [..............................] - ETA: 19:19 - loss: 360.8237 - logits_profile_predictions_loss: 359.2931 - logcount_predictions_loss: 0.1611 6/2423 [..............................] - ETA: 19:19 - loss: 360.9170 - logits_profile_predictions_loss: 359.4177 - logcount_predictions_loss: 0.1578 7/2423 [..............................] - ETA: 19:18 - loss: 360.8202 - logits_profile_predictions_loss: 359.3438 - logcount_predictions_loss: 0.1554 8/2423 [..............................] - ETA: 19:18 - loss: 360.9441 - logits_profile_predictions_loss: 359.4907 - logcount_predictions_loss: 0.1530 9/2423 [..............................] - ETA: 19:17 - loss: 360.6043 - logits_profile_predictions_loss: 359.1689 - logcount_predictions_loss: 0.1511 10/2423 [..............................] - ETA: 19:16 - loss: 359.8490 - logits_profile_predictions_loss: 358.4273 - logcount_predictions_loss: 0.1497 11/2423 [..............................] - ETA: 19:16 - loss: 359.2338 - logits_profile_predictions_loss: 357.8172 - logcount_predictions_loss: 0.1491 12/2423 [..............................] - ETA: 19:15 - loss: 358.5896 - logits_profile_predictions_loss: 357.1758 - logcount_predictions_loss: 0.1488 13/2423 [..............................] - ETA: 19:15 - loss: 358.0146 - logits_profile_predictions_loss: 356.6028 - logcount_predictions_loss: 0.1486 14/2423 [..............................] - ETA: 19:14 - loss: 357.6297 - logits_profile_predictions_loss: 356.2178 - logcount_predictions_loss: 0.1486 15/2423 [..............................] - ETA: 19:14 - loss: 357.2439 - logits_profile_predictions_loss: 355.8310 - logcount_predictions_loss: 0.1487 16/2423 [..............................] - ETA: 19:13 - loss: 357.1088 - logits_profile_predictions_loss: 355.6980 - logcount_predictions_loss: 0.1485 17/2423 [..............................] - ETA: 19:13 - loss: 356.8088 - logits_profile_predictions_loss: 355.3986 - logcount_predictions_loss: 0.1484 18/2423 [..............................] - ETA: 19:12 - loss: 356.4357 - logits_profile_predictions_loss: 355.0233 - logcount_predictions_loss: 0.1487 19/2423 [..............................] - ETA: 19:12 - loss: 356.2058 - logits_profile_predictions_loss: 354.7907 - logcount_predictions_loss: 0.1489 20/2423 [..............................] - ETA: 19:11 - loss: 355.9985 - logits_profile_predictions_loss: 354.5821 - logcount_predictions_loss: 0.1491 21/2423 [..............................] - ETA: 19:11 - loss: 355.7890 - logits_profile_predictions_loss: 354.3676 - logcount_predictions_loss: 0.1496 22/2423 [..............................] - ETA: 19:11 - loss: 355.5055 - logits_profile_predictions_loss: 354.0802 - logcount_predictions_loss: 0.1500 23/2423 [..............................] - ETA: 19:10 - loss: 355.3048 - logits_profile_predictions_loss: 353.8768 - logcount_predictions_loss: 0.1503 24/2423 [..............................] - ETA: 19:10 - loss: 355.1269 - logits_profile_predictions_loss: 353.6972 - logcount_predictions_loss: 0.1505 25/2423 [..............................] - ETA: 19:09 - loss: 354.9768 - logits_profile_predictions_loss: 353.5452 - logcount_predictions_loss: 0.1507 26/2423 [..............................] - ETA: 19:09 - loss: 354.8455 - logits_profile_predictions_loss: 353.4121 - logcount_predictions_loss: 0.1509 27/2423 [..............................] - ETA: 19:08 - loss: 354.6712 - logits_profile_predictions_loss: 353.2370 - logcount_predictions_loss: 0.1510 28/2423 [..............................] - ETA: 19:08 - loss: 354.5225 - logits_profile_predictions_loss: 353.0875 - logcount_predictions_loss: 0.1510 29/2423 [..............................] - ETA: 19:07 - loss: 354.3692 - logits_profile_predictions_loss: 352.9340 - logcount_predictions_loss: 0.1511 30/2423 [..............................] - ETA: 19:07 - loss: 354.2255 - logits_profile_predictions_loss: 352.7905 - logcount_predictions_loss: 0.1510 31/2423 [..............................] - ETA: 19:06 - loss: 354.0536 - logits_profile_predictions_loss: 352.6186 - logcount_predictions_loss: 0.1510 32/2423 [..............................] - ETA: 19:06 - loss: 353.8413 - logits_profile_predictions_loss: 352.4061 - logcount_predictions_loss: 0.1511 33/2423 [..............................] - ETA: 19:05 - loss: 353.6557 - logits_profile_predictions_loss: 352.2209 - logcount_predictions_loss: 0.1510 34/2423 [..............................] - ETA: 19:05 - loss: 353.4692 - logits_profile_predictions_loss: 352.0348 - logcount_predictions_loss: 0.1510 35/2423 [..............................] - ETA: 19:04 - loss: 353.2926 - logits_profile_predictions_loss: 351.8584 - logcount_predictions_loss: 0.1510 36/2423 [..............................] - ETA: 19:04 - loss: 353.1400 - logits_profile_predictions_loss: 351.7058 - logcount_predictions_loss: 0.1510 37/2423 [..............................] - ETA: 19:03 - loss: 352.9863 - logits_profile_predictions_loss: 351.5524 - logcount_predictions_loss: 0.1509 38/2423 [..............................] - ETA: 19:03 - loss: 352.8564 - logits_profile_predictions_loss: 351.4229 - logcount_predictions_loss: 0.1509 39/2423 [..............................] - ETA: 19:02 - loss: 352.7389 - logits_profile_predictions_loss: 351.3062 - logcount_predictions_loss: 0.1508 40/2423 [..............................] - ETA: 19:02 - loss: 352.6109 - logits_profile_predictions_loss: 351.1787 - logcount_predictions_loss: 0.1507 41/2423 [..............................] - ETA: 19:01 - loss: 352.5115 - logits_profile_predictions_loss: 351.0801 - logcount_predictions_loss: 0.1507 42/2423 [..............................] - ETA: 19:01 - loss: 352.4148 - logits_profile_predictions_loss: 350.9841 - logcount_predictions_loss: 0.1506 43/2423 [..............................] - ETA: 19:01 - loss: 352.3505 - logits_profile_predictions_loss: 350.9206 - logcount_predictions_loss: 0.1505 44/2423 [..............................] - ETA: 19:00 - loss: 352.3019 - logits_profile_predictions_loss: 350.8726 - logcount_predictions_loss: 0.1504 45/2423 [..............................] - ETA: 19:00 - loss: 352.2625 - logits_profile_predictions_loss: 350.8337 - logcount_predictions_loss: 0.1504 46/2423 [..............................] - ETA: 18:59 - loss: 352.2355 - logits_profile_predictions_loss: 350.8074 - logcount_predictions_loss: 0.1503 47/2423 [..............................] - ETA: 18:59 - loss: 352.1921 - logits_profile_predictions_loss: 350.7644 - logcount_predictions_loss: 0.1503 48/2423 [..............................] - ETA: 18:58 - loss: 352.1252 - logits_profile_predictions_loss: 350.6982 - logcount_predictions_loss: 0.1502 49/2423 [..............................] - ETA: 18:58 - loss: 352.0490 - logits_profile_predictions_loss: 350.6228 - logcount_predictions_loss: 0.1501 50/2423 [..............................] - ETA: 18:57 - loss: 351.9862 - logits_profile_predictions_loss: 350.5610 - logcount_predictions_loss: 0.1500 51/2423 [..............................] - ETA: 18:57 - loss: 351.9177 - logits_profile_predictions_loss: 350.4933 - logcount_predictions_loss: 0.1499 52/2423 [..............................] - ETA: 18:56 - loss: 351.8620 - logits_profile_predictions_loss: 350.4385 - logcount_predictions_loss: 0.1498 53/2423 [..............................] - ETA: 18:56 - loss: 351.8008 - logits_profile_predictions_loss: 350.3782 - logcount_predictions_loss: 0.1497 54/2423 [..............................] - ETA: 18:56 - loss: 351.7365 - logits_profile_predictions_loss: 350.3149 - logcount_predictions_loss: 0.1496 55/2423 [..............................] - ETA: 18:55 - loss: 351.7076 - logits_profile_predictions_loss: 350.2870 - logcount_predictions_loss: 0.1495 56/2423 [..............................] - ETA: 18:55 - loss: 351.6800 - logits_profile_predictions_loss: 350.2606 - logcount_predictions_loss: 0.1494 57/2423 [..............................] - ETA: 18:54 - loss: 351.6606 - logits_profile_predictions_loss: 350.2424 - logcount_predictions_loss: 0.1493 58/2423 [..............................] - ETA: 18:54 - loss: 351.6405 - logits_profile_predictions_loss: 350.2235 - logcount_predictions_loss: 0.1492 59/2423 [..............................] - ETA: 18:53 - loss: 351.6117 - logits_profile_predictions_loss: 350.1958 - logcount_predictions_loss: 0.1490 60/2423 [..............................] - ETA: 18:53 - loss: 351.5834 - logits_profile_predictions_loss: 350.1687 - logcount_predictions_loss: 0.1489 61/2423 [..............................] - ETA: 18:52 - loss: 351.5516 - logits_profile_predictions_loss: 350.1380 - logcount_predictions_loss: 0.1488 62/2423 [..............................] - ETA: 18:52 - loss: 351.5352 - logits_profile_predictions_loss: 350.1228 - logcount_predictions_loss: 0.1487 63/2423 [..............................] - ETA: 18:51 - loss: 351.5151 - logits_profile_predictions_loss: 350.1039 - logcount_predictions_loss: 0.1485 64/2423 [..............................] - ETA: 18:51 - loss: 351.4908 - logits_profile_predictions_loss: 350.0807 - logcount_predictions_loss: 0.1484 65/2423 [..............................] - ETA: 18:51 - loss: 351.4590 - logits_profile_predictions_loss: 350.0500 - logcount_predictions_loss: 0.1483 66/2423 [..............................] - ETA: 18:50 - loss: 351.4277 - logits_profile_predictions_loss: 350.0198 - logcount_predictions_loss: 0.1482 67/2423 [..............................] - ETA: 18:50 - loss: 351.4093 - logits_profile_predictions_loss: 350.0025 - logcount_predictions_loss: 0.1481 68/2423 [..............................] - ETA: 18:49 - loss: 351.3805 - logits_profile_predictions_loss: 349.9743 - logcount_predictions_loss: 0.1480 69/2423 [..............................] - ETA: 18:49 - loss: 351.3518 - logits_profile_predictions_loss: 349.9462 - logcount_predictions_loss: 0.1480 70/2423 [..............................] - ETA: 18:48 - loss: 351.3272 - logits_profile_predictions_loss: 349.9222 - logcount_predictions_loss: 0.1479 71/2423 [..............................] - ETA: 18:48 - loss: 351.3045 - logits_profile_predictions_loss: 349.9001 - logcount_predictions_loss: 0.1478 72/2423 [..............................] - ETA: 18:47 - loss: 351.2741 - logits_profile_predictions_loss: 349.8704 - logcount_predictions_loss: 0.1478 73/2423 [..............................] - ETA: 18:47 - loss: 351.2397 - logits_profile_predictions_loss: 349.8367 - logcount_predictions_loss: 0.1477 74/2423 [..............................] - ETA: 18:46 - loss: 351.2057 - logits_profile_predictions_loss: 349.8031 - logcount_predictions_loss: 0.1476 75/2423 [..............................] - ETA: 18:46 - loss: 351.1766 - logits_profile_predictions_loss: 349.7744 - logcount_predictions_loss: 0.1476 76/2423 [..............................] - ETA: 18:45 - loss: 351.1446 - logits_profile_predictions_loss: 349.7427 - logcount_predictions_loss: 0.1476 77/2423 [..............................] - ETA: 18:45 - loss: 351.1129 - logits_profile_predictions_loss: 349.7111 - logcount_predictions_loss: 0.1475 78/2423 [..............................] - ETA: 18:44 - loss: 351.0877 - logits_profile_predictions_loss: 349.6860 - logcount_predictions_loss: 0.1475 79/2423 [..............................] - ETA: 18:44 - loss: 351.0655 - logits_profile_predictions_loss: 349.6638 - logcount_predictions_loss: 0.1475 80/2423 [..............................] - ETA: 18:43 - loss: 351.0399 - logits_profile_predictions_loss: 349.6381 - logcount_predictions_loss: 0.1476 81/2423 [>.............................] - ETA: 18:43 - loss: 351.0157 - logits_profile_predictions_loss: 349.6138 - logcount_predictions_loss: 0.1476 82/2423 [>.............................] - ETA: 18:43 - loss: 350.9973 - logits_profile_predictions_loss: 349.5955 - logcount_predictions_loss: 0.1476 83/2423 [>.............................] - ETA: 18:42 - loss: 350.9830 - logits_profile_predictions_loss: 349.5812 - logcount_predictions_loss: 0.1476 84/2423 [>.............................] - ETA: 18:42 - loss: 350.9756 - logits_profile_predictions_loss: 349.5738 - logcount_predictions_loss: 0.1475 85/2423 [>.............................] - ETA: 18:41 - loss: 350.9691 - logits_profile_predictions_loss: 349.5674 - logcount_predictions_loss: 0.1475 86/2423 [>.............................] - ETA: 18:41 - loss: 350.9560 - logits_profile_predictions_loss: 349.5544 - logcount_predictions_loss: 0.1475 87/2423 [>.............................] - ETA: 18:40 - loss: 350.9411 - logits_profile_predictions_loss: 349.5395 - logcount_predictions_loss: 0.1475 88/2423 [>.............................] - ETA: 18:40 - loss: 350.9343 - logits_profile_predictions_loss: 349.5328 - logcount_predictions_loss: 0.1475 89/2423 [>.............................] - ETA: 18:39 - loss: 350.9279 - logits_profile_predictions_loss: 349.5264 - logcount_predictions_loss: 0.1475 90/2423 [>.............................] - ETA: 18:39 - loss: 350.9257 - logits_profile_predictions_loss: 349.5238 - logcount_predictions_loss: 0.1476 91/2423 [>.............................] - ETA: 18:38 - loss: 350.9270 - logits_profile_predictions_loss: 349.5248 - logcount_predictions_loss: 0.1476 92/2423 [>.............................] - ETA: 18:38 - loss: 350.9309 - logits_profile_predictions_loss: 349.5284 - logcount_predictions_loss: 0.1476 93/2423 [>.............................] - ETA: 18:37 - loss: 350.9330 - logits_profile_predictions_loss: 349.5302 - logcount_predictions_loss: 0.1477 94/2423 [>.............................] - ETA: 18:37 - loss: 350.9376 - logits_profile_predictions_loss: 349.5345 - logcount_predictions_loss: 0.1477 95/2423 [>.............................] - ETA: 18:36 - loss: 350.9411 - logits_profile_predictions_loss: 349.5377 - logcount_predictions_loss: 0.1477 96/2423 [>.............................] - ETA: 18:36 - loss: 350.9434 - logits_profile_predictions_loss: 349.5397 - logcount_predictions_loss: 0.1477 97/2423 [>.............................] - ETA: 18:35 - loss: 350.9480 - logits_profile_predictions_loss: 349.5441 - logcount_predictions_loss: 0.1478 98/2423 [>.............................] - ETA: 18:35 - loss: 350.9544 - logits_profile_predictions_loss: 349.5502 - logcount_predictions_loss: 0.1478 99/2423 [>.............................] - ETA: 18:35 - loss: 350.9587 - logits_profile_predictions_loss: 349.5543 - logcount_predictions_loss: 0.1478 100/2423 [>.............................] - ETA: 18:34 - loss: 350.9628 - logits_profile_predictions_loss: 349.5581 - logcount_predictions_loss: 0.1479 101/2423 [>.............................] - ETA: 18:34 - loss: 350.9687 - logits_profile_predictions_loss: 349.5637 - logcount_predictions_loss: 0.1479 102/2423 [>.............................] - ETA: 18:33 - loss: 350.9716 - logits_profile_predictions_loss: 349.5664 - logcount_predictions_loss: 0.1479 103/2423 [>.............................] - ETA: 18:33 - loss: 350.9728 - logits_profile_predictions_loss: 349.5673 - logcount_predictions_loss: 0.1479 104/2423 [>.............................] - ETA: 18:32 - loss: 350.9726 - logits_profile_predictions_loss: 349.5669 - logcount_predictions_loss: 0.1480 105/2423 [>.............................] - ETA: 18:32 - loss: 350.9714 - logits_profile_predictions_loss: 349.5654 - logcount_predictions_loss: 0.1480 106/2423 [>.............................] - ETA: 18:31 - loss: 350.9699 - 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[============================>.] - ETA: 29s - loss: 351.3314 - logits_profile_predictions_loss: 349.9835 - logcount_predictions_loss: 0.1419 2363/2423 [============================>.] - ETA: 28s - loss: 351.3315 - logits_profile_predictions_loss: 349.9836 - logcount_predictions_loss: 0.1419 2364/2423 [============================>.] - ETA: 28s - loss: 351.3316 - logits_profile_predictions_loss: 349.9836 - logcount_predictions_loss: 0.1419 2365/2423 [============================>.] - ETA: 27s - loss: 351.3316 - logits_profile_predictions_loss: 349.9837 - logcount_predictions_loss: 0.1419 2366/2423 [============================>.] - ETA: 27s - loss: 351.3317 - logits_profile_predictions_loss: 349.9838 - logcount_predictions_loss: 0.1419 2367/2423 [============================>.] - ETA: 26s - loss: 351.3318 - logits_profile_predictions_loss: 349.9839 - logcount_predictions_loss: 0.1419 2368/2423 [============================>.] - ETA: 26s - loss: 351.3318 - 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[============================>.] - ETA: 23s - loss: 351.3323 - logits_profile_predictions_loss: 349.9844 - logcount_predictions_loss: 0.1418 2376/2423 [============================>.] - ETA: 22s - loss: 351.3323 - logits_profile_predictions_loss: 349.9845 - logcount_predictions_loss: 0.1418 2377/2423 [============================>.] - ETA: 22s - loss: 351.3324 - logits_profile_predictions_loss: 349.9845 - logcount_predictions_loss: 0.1418 2378/2423 [============================>.] - ETA: 21s - loss: 351.3324 - logits_profile_predictions_loss: 349.9846 - logcount_predictions_loss: 0.1418 2379/2423 [============================>.] - ETA: 21s - loss: 351.3325 - logits_profile_predictions_loss: 349.9847 - logcount_predictions_loss: 0.1418 2380/2423 [============================>.] - ETA: 20s - loss: 351.3326 - logits_profile_predictions_loss: 349.9847 - logcount_predictions_loss: 0.1418 2381/2423 [============================>.] - ETA: 20s - loss: 351.3326 - 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[============================>.] - ETA: 16s - loss: 351.3329 - logits_profile_predictions_loss: 349.9851 - logcount_predictions_loss: 0.1418 2389/2423 [============================>.] - ETA: 16s - loss: 351.3329 - logits_profile_predictions_loss: 349.9851 - logcount_predictions_loss: 0.1418 2390/2423 [============================>.] - ETA: 15s - loss: 351.3330 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1418 2391/2423 [============================>.] - ETA: 15s - loss: 351.3330 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1418 2392/2423 [============================>.] - ETA: 14s - loss: 351.3330 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1418 2393/2423 [============================>.] - ETA: 14s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2394/2423 [============================>.] - ETA: 13s - loss: 351.3330 - 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[============================>.] - ETA: 10s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2402/2423 [============================>.] - ETA: 10s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2403/2423 [============================>.] - ETA: 9s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418  2404/2423 [============================>.] - ETA: 9s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2405/2423 [============================>.] - ETA: 8s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2406/2423 [============================>.] - ETA: 8s - loss: 351.3330 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2407/2423 [============================>.] - ETA: 7s - loss: 351.3330 - logits_profile_predictions_loss: 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2421/2423 [============================>.] - ETA: 0s - loss: 351.3329 - logits_profile_predictions_loss: 349.9853 - logcount_predictions_loss: 0.1418 2422/2423 [============================>.] - ETA: 0s - loss: 351.3328 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1418 2423/2423 [==============================] - ETA: 0s - loss: 351.3328 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1418 2423/2423 [==============================] - 1209s 499ms/step - loss: 351.3328 - logits_profile_predictions_loss: 349.9852 - logcount_predictions_loss: 0.1418 - val_loss: 367.4800 - val_logits_profile_predictions_loss: 366.1157 - val_logcount_predictions_loss: 0.1436 Epoch 00015: val_loss did not improve from 365.14505 Epoch 16/50 1/2423 [..............................] - ETA: 20:39 - loss: 300.6276 - logits_profile_predictions_loss: 299.4349 - logcount_predictions_loss: 0.1255 2/2423 [..............................] - ETA: 19:21 - loss: 317.0238 - logits_profile_predictions_loss: 315.7934 - logcount_predictions_loss: 0.1295 3/2423 [..............................] - ETA: 19:21 - loss: 320.6949 - logits_profile_predictions_loss: 319.4608 - logcount_predictions_loss: 0.1299 4/2423 [..............................] - ETA: 19:20 - loss: 325.2143 - logits_profile_predictions_loss: 323.9842 - logcount_predictions_loss: 0.1295 5/2423 [..............................] - ETA: 19:20 - loss: 329.1053 - logits_profile_predictions_loss: 327.8825 - logcount_predictions_loss: 0.1287 6/2423 [..............................] - ETA: 19:19 - loss: 331.5923 - logits_profile_predictions_loss: 330.3799 - logcount_predictions_loss: 0.1276 7/2423 [..............................] - ETA: 19:18 - loss: 333.6399 - logits_profile_predictions_loss: 332.4370 - logcount_predictions_loss: 0.1266 8/2423 [..............................] - ETA: 19:18 - loss: 335.8184 - logits_profile_predictions_loss: 334.6245 - logcount_predictions_loss: 0.1257 9/2423 [..............................] - ETA: 19:17 - loss: 337.4072 - logits_profile_predictions_loss: 336.2193 - logcount_predictions_loss: 0.1250 10/2423 [..............................] - ETA: 19:16 - loss: 338.8605 - logits_profile_predictions_loss: 337.6784 - logcount_predictions_loss: 0.1244 11/2423 [..............................] - ETA: 19:16 - loss: 339.9207 - logits_profile_predictions_loss: 338.7425 - logcount_predictions_loss: 0.1240 12/2423 [..............................] - ETA: 19:15 - loss: 340.8965 - logits_profile_predictions_loss: 339.7199 - logcount_predictions_loss: 0.1239 13/2423 [..............................] - ETA: 19:15 - loss: 342.0708 - logits_profile_predictions_loss: 340.8904 - logcount_predictions_loss: 0.1243 14/2423 [..............................] - ETA: 19:14 - loss: 343.1822 - logits_profile_predictions_loss: 341.9996 - logcount_predictions_loss: 0.1245 15/2423 [..............................] - ETA: 19:14 - loss: 344.1479 - logits_profile_predictions_loss: 342.9621 - logcount_predictions_loss: 0.1248 16/2423 [..............................] - ETA: 19:13 - loss: 344.9125 - logits_profile_predictions_loss: 343.7249 - logcount_predictions_loss: 0.1250 17/2423 [..............................] - ETA: 19:13 - loss: 345.4469 - logits_profile_predictions_loss: 344.2549 - logcount_predictions_loss: 0.1255 18/2423 [..............................] - ETA: 19:12 - loss: 345.9168 - logits_profile_predictions_loss: 344.7220 - logcount_predictions_loss: 0.1258 19/2423 [..............................] - ETA: 19:12 - loss: 346.5764 - logits_profile_predictions_loss: 345.3769 - logcount_predictions_loss: 0.1263 20/2423 [..............................] - ETA: 19:11 - loss: 347.3036 - logits_profile_predictions_loss: 346.1009 - logcount_predictions_loss: 0.1266 21/2423 [..............................] - ETA: 19:12 - loss: 347.9879 - logits_profile_predictions_loss: 346.7811 - logcount_predictions_loss: 0.1270 22/2423 [..............................] - ETA: 19:12 - loss: 348.5442 - logits_profile_predictions_loss: 347.3338 - logcount_predictions_loss: 0.1274 23/2423 [..............................] - ETA: 19:11 - loss: 349.0871 - logits_profile_predictions_loss: 347.8724 - logcount_predictions_loss: 0.1279 24/2423 [..............................] - ETA: 19:11 - loss: 349.6215 - logits_profile_predictions_loss: 348.4031 - logcount_predictions_loss: 0.1283 25/2423 [..............................] - ETA: 19:10 - loss: 350.0133 - logits_profile_predictions_loss: 348.7920 - logcount_predictions_loss: 0.1286 26/2423 [..............................] - ETA: 19:10 - loss: 350.3719 - logits_profile_predictions_loss: 349.1478 - logcount_predictions_loss: 0.1289 27/2423 [..............................] - ETA: 19:09 - loss: 350.6910 - logits_profile_predictions_loss: 349.4646 - logcount_predictions_loss: 0.1291 28/2423 [..............................] - ETA: 19:09 - loss: 350.9342 - logits_profile_predictions_loss: 349.7065 - logcount_predictions_loss: 0.1292 29/2423 [..............................] - ETA: 19:08 - loss: 351.1547 - logits_profile_predictions_loss: 349.9263 - logcount_predictions_loss: 0.1293 30/2423 [..............................] - ETA: 19:08 - loss: 351.3299 - logits_profile_predictions_loss: 350.1003 - logcount_predictions_loss: 0.1294 31/2423 [..............................] - ETA: 19:07 - loss: 351.5334 - logits_profile_predictions_loss: 350.3028 - logcount_predictions_loss: 0.1295 32/2423 [..............................] - ETA: 19:07 - loss: 351.7345 - logits_profile_predictions_loss: 350.5031 - logcount_predictions_loss: 0.1296 33/2423 [..............................] - ETA: 19:06 - loss: 351.8967 - logits_profile_predictions_loss: 350.6644 - logcount_predictions_loss: 0.1297 34/2423 [..............................] - ETA: 19:06 - loss: 352.0004 - logits_profile_predictions_loss: 350.7672 - logcount_predictions_loss: 0.1298 35/2423 [..............................] - ETA: 19:05 - loss: 352.1091 - logits_profile_predictions_loss: 350.8752 - logcount_predictions_loss: 0.1299 36/2423 [..............................] - ETA: 19:05 - loss: 352.1971 - logits_profile_predictions_loss: 350.9628 - logcount_predictions_loss: 0.1299 37/2423 [..............................] - ETA: 19:04 - loss: 352.2999 - logits_profile_predictions_loss: 351.0641 - logcount_predictions_loss: 0.1301 38/2423 [..............................] - ETA: 19:04 - loss: 352.3579 - logits_profile_predictions_loss: 351.1198 - logcount_predictions_loss: 0.1303 39/2423 [..............................] - ETA: 19:03 - loss: 352.4106 - logits_profile_predictions_loss: 351.1703 - logcount_predictions_loss: 0.1306 40/2423 [..............................] - ETA: 19:03 - loss: 352.4370 - logits_profile_predictions_loss: 351.1948 - logcount_predictions_loss: 0.1308 41/2423 [..............................] - ETA: 19:02 - loss: 352.4352 - 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[..............................] - ETA: 18:59 - loss: 352.3759 - logits_profile_predictions_loss: 351.1244 - logcount_predictions_loss: 0.1317 49/2423 [..............................] - ETA: 18:58 - loss: 352.3852 - logits_profile_predictions_loss: 351.1326 - logcount_predictions_loss: 0.1319 50/2423 [..............................] - ETA: 18:58 - loss: 352.3847 - logits_profile_predictions_loss: 351.1311 - logcount_predictions_loss: 0.1320 51/2423 [..............................] - ETA: 18:57 - loss: 352.3983 - logits_profile_predictions_loss: 351.1435 - logcount_predictions_loss: 0.1321 52/2423 [..............................] - ETA: 18:57 - loss: 352.4388 - logits_profile_predictions_loss: 351.1830 - logcount_predictions_loss: 0.1322 53/2423 [..............................] - ETA: 18:57 - loss: 352.4733 - logits_profile_predictions_loss: 351.2164 - logcount_predictions_loss: 0.1323 54/2423 [..............................] - ETA: 18:56 - loss: 352.5115 - 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logits_profile_predictions_loss: 350.4110 - logcount_predictions_loss: 0.1363 354/2423 [===>..........................] - ETA: 16:33 - loss: 351.7023 - logits_profile_predictions_loss: 350.4076 - logcount_predictions_loss: 0.1363 355/2423 [===>..........................] - ETA: 16:32 - loss: 351.6991 - logits_profile_predictions_loss: 350.4043 - logcount_predictions_loss: 0.1363 356/2423 [===>..........................] - ETA: 16:32 - loss: 351.6958 - logits_profile_predictions_loss: 350.4010 - logcount_predictions_loss: 0.1363 357/2423 [===>..........................] - ETA: 16:31 - loss: 351.6924 - logits_profile_predictions_loss: 350.3976 - logcount_predictions_loss: 0.1363 358/2423 [===>..........................] - ETA: 16:31 - loss: 351.6892 - logits_profile_predictions_loss: 350.3943 - logcount_predictions_loss: 0.1363 359/2423 [===>..........................] - ETA: 16:30 - loss: 351.6858 - logits_profile_predictions_loss: 350.3909 - logcount_predictions_loss: 0.1363 360/2423 [===>..........................] - ETA: 16:30 - loss: 351.6825 - logits_profile_predictions_loss: 350.3876 - logcount_predictions_loss: 0.1363 361/2423 [===>..........................] - ETA: 16:29 - loss: 351.6792 - logits_profile_predictions_loss: 350.3842 - logcount_predictions_loss: 0.1363 362/2423 [===>..........................] - ETA: 16:29 - loss: 351.6760 - logits_profile_predictions_loss: 350.3810 - logcount_predictions_loss: 0.1363 363/2423 [===>..........................] - ETA: 16:28 - loss: 351.6731 - logits_profile_predictions_loss: 350.3780 - logcount_predictions_loss: 0.1363 364/2423 [===>..........................] - ETA: 16:28 - loss: 351.6698 - logits_profile_predictions_loss: 350.3747 - logcount_predictions_loss: 0.1363 365/2423 [===>..........................] - ETA: 16:27 - loss: 351.6665 - logits_profile_predictions_loss: 350.3713 - logcount_predictions_loss: 0.1363 366/2423 [===>..........................] - ETA: 16:27 - loss: 351.6632 - logits_profile_predictions_loss: 350.3680 - logcount_predictions_loss: 0.1363 367/2423 [===>..........................] - ETA: 16:26 - loss: 351.6599 - logits_profile_predictions_loss: 350.3647 - logcount_predictions_loss: 0.1363 368/2423 [===>..........................] - ETA: 16:26 - loss: 351.6566 - logits_profile_predictions_loss: 350.3613 - logcount_predictions_loss: 0.1363 369/2423 [===>..........................] - ETA: 16:25 - loss: 351.6535 - logits_profile_predictions_loss: 350.3582 - logcount_predictions_loss: 0.1364 370/2423 [===>..........................] - ETA: 16:25 - loss: 351.6501 - logits_profile_predictions_loss: 350.3547 - logcount_predictions_loss: 0.1364 371/2423 [===>..........................] - ETA: 16:24 - loss: 351.6467 - logits_profile_predictions_loss: 350.3513 - logcount_predictions_loss: 0.1364 372/2423 [===>..........................] - ETA: 16:24 - loss: 351.6432 - logits_profile_predictions_loss: 350.3478 - logcount_predictions_loss: 0.1364 373/2423 [===>..........................] - ETA: 16:24 - loss: 351.6400 - logits_profile_predictions_loss: 350.3445 - logcount_predictions_loss: 0.1364 374/2423 [===>..........................] - ETA: 16:23 - loss: 351.6366 - logits_profile_predictions_loss: 350.3411 - logcount_predictions_loss: 0.1364 375/2423 [===>..........................] - ETA: 16:23 - loss: 351.6329 - logits_profile_predictions_loss: 350.3374 - logcount_predictions_loss: 0.1364 376/2423 [===>..........................] - ETA: 16:22 - loss: 351.6292 - logits_profile_predictions_loss: 350.3336 - logcount_predictions_loss: 0.1364 377/2423 [===>..........................] - ETA: 16:22 - loss: 351.6253 - logits_profile_predictions_loss: 350.3296 - logcount_predictions_loss: 0.1364 378/2423 [===>..........................] - ETA: 16:21 - loss: 351.6215 - logits_profile_predictions_loss: 350.3258 - logcount_predictions_loss: 0.1364 379/2423 [===>..........................] - ETA: 16:21 - loss: 351.6179 - logits_profile_predictions_loss: 350.3222 - logcount_predictions_loss: 0.1364 380/2423 [===>..........................] - ETA: 16:20 - loss: 351.6141 - logits_profile_predictions_loss: 350.3183 - logcount_predictions_loss: 0.1364 381/2423 [===>..........................] - ETA: 16:20 - loss: 351.6104 - logits_profile_predictions_loss: 350.3146 - logcount_predictions_loss: 0.1364 382/2423 [===>..........................] - ETA: 16:19 - loss: 351.6065 - logits_profile_predictions_loss: 350.3107 - logcount_predictions_loss: 0.1364 383/2423 [===>..........................] - ETA: 16:19 - loss: 351.6029 - logits_profile_predictions_loss: 350.3070 - logcount_predictions_loss: 0.1364 384/2423 [===>..........................] - ETA: 16:18 - loss: 351.5996 - logits_profile_predictions_loss: 350.3036 - logcount_predictions_loss: 0.1364 385/2423 [===>..........................] - ETA: 16:18 - loss: 351.5961 - logits_profile_predictions_loss: 350.3001 - logcount_predictions_loss: 0.1364 386/2423 [===>..........................] - ETA: 16:17 - loss: 351.5926 - logits_profile_predictions_loss: 350.2966 - logcount_predictions_loss: 0.1364 387/2423 [===>..........................] - ETA: 16:17 - loss: 351.5896 - logits_profile_predictions_loss: 350.2935 - logcount_predictions_loss: 0.1364 388/2423 [===>..........................] - ETA: 16:16 - loss: 351.5867 - logits_profile_predictions_loss: 350.2906 - logcount_predictions_loss: 0.1364 389/2423 [===>..........................] - ETA: 16:16 - loss: 351.5838 - logits_profile_predictions_loss: 350.2877 - logcount_predictions_loss: 0.1364 390/2423 [===>..........................] - ETA: 16:15 - loss: 351.5808 - logits_profile_predictions_loss: 350.2846 - logcount_predictions_loss: 0.1364 391/2423 [===>..........................] - ETA: 16:15 - loss: 351.5781 - logits_profile_predictions_loss: 350.2819 - logcount_predictions_loss: 0.1364 392/2423 [===>..........................] - ETA: 16:14 - loss: 351.5753 - logits_profile_predictions_loss: 350.2791 - logcount_predictions_loss: 0.1365 393/2423 [===>..........................] - ETA: 16:14 - loss: 351.5725 - logits_profile_predictions_loss: 350.2762 - logcount_predictions_loss: 0.1365 394/2423 [===>..........................] - ETA: 16:14 - loss: 351.5701 - logits_profile_predictions_loss: 350.2737 - logcount_predictions_loss: 0.1365 395/2423 [===>..........................] - ETA: 16:13 - loss: 351.5678 - logits_profile_predictions_loss: 350.2714 - logcount_predictions_loss: 0.1365 396/2423 [===>..........................] - ETA: 16:13 - loss: 351.5659 - logits_profile_predictions_loss: 350.2695 - logcount_predictions_loss: 0.1365 397/2423 [===>..........................] - ETA: 16:12 - loss: 351.5641 - logits_profile_predictions_loss: 350.2676 - logcount_predictions_loss: 0.1365 398/2423 [===>..........................] - ETA: 16:12 - loss: 351.5622 - logits_profile_predictions_loss: 350.2657 - logcount_predictions_loss: 0.1365 399/2423 [===>..........................] - ETA: 16:11 - loss: 351.5602 - logits_profile_predictions_loss: 350.2636 - logcount_predictions_loss: 0.1365 400/2423 [===>..........................] - ETA: 16:11 - loss: 351.5582 - logits_profile_predictions_loss: 350.2616 - logcount_predictions_loss: 0.1365 401/2423 [===>..........................] - ETA: 16:10 - loss: 351.5562 - logits_profile_predictions_loss: 350.2595 - logcount_predictions_loss: 0.1365 402/2423 [===>..........................] - ETA: 16:10 - loss: 351.5544 - logits_profile_predictions_loss: 350.2577 - logcount_predictions_loss: 0.1365 403/2423 [===>..........................] - ETA: 16:09 - loss: 351.5527 - logits_profile_predictions_loss: 350.2560 - logcount_predictions_loss: 0.1365 404/2423 [====>.........................] - ETA: 16:09 - loss: 351.5512 - logits_profile_predictions_loss: 350.2544 - logcount_predictions_loss: 0.1365 405/2423 [====>.........................] - ETA: 16:08 - loss: 351.5496 - logits_profile_predictions_loss: 350.2527 - logcount_predictions_loss: 0.1365 406/2423 [====>.........................] - ETA: 16:08 - loss: 351.5479 - logits_profile_predictions_loss: 350.2510 - logcount_predictions_loss: 0.1365 407/2423 [====>.........................] - ETA: 16:07 - loss: 351.5460 - logits_profile_predictions_loss: 350.2491 - logcount_predictions_loss: 0.1365 408/2423 [====>.........................] - ETA: 16:07 - loss: 351.5444 - logits_profile_predictions_loss: 350.2474 - logcount_predictions_loss: 0.1365 409/2423 [====>.........................] - ETA: 16:06 - loss: 351.5425 - logits_profile_predictions_loss: 350.2456 - logcount_predictions_loss: 0.1365 410/2423 [====>.........................] - ETA: 16:06 - loss: 351.5408 - logits_profile_predictions_loss: 350.2438 - logcount_predictions_loss: 0.1365 411/2423 [====>.........................] - ETA: 16:05 - loss: 351.5389 - logits_profile_predictions_loss: 350.2419 - logcount_predictions_loss: 0.1365 412/2423 [====>.........................] - ETA: 16:05 - loss: 351.5368 - logits_profile_predictions_loss: 350.2398 - logcount_predictions_loss: 0.1365 413/2423 [====>.........................] - ETA: 16:04 - loss: 351.5349 - logits_profile_predictions_loss: 350.2378 - logcount_predictions_loss: 0.1365 414/2423 [====>.........................] - ETA: 16:04 - loss: 351.5327 - logits_profile_predictions_loss: 350.2356 - logcount_predictions_loss: 0.1365 415/2423 [====>.........................] - ETA: 16:03 - loss: 351.5304 - logits_profile_predictions_loss: 350.2332 - logcount_predictions_loss: 0.1365 416/2423 [====>.........................] - ETA: 16:03 - loss: 351.5279 - logits_profile_predictions_loss: 350.2307 - logcount_predictions_loss: 0.1365 417/2423 [====>.........................] - ETA: 16:03 - loss: 351.5253 - logits_profile_predictions_loss: 350.2281 - logcount_predictions_loss: 0.1366 418/2423 [====>.........................] - ETA: 16:02 - loss: 351.5227 - logits_profile_predictions_loss: 350.2255 - logcount_predictions_loss: 0.1366 419/2423 [====>.........................] - ETA: 16:02 - loss: 351.5199 - logits_profile_predictions_loss: 350.2226 - logcount_predictions_loss: 0.1366 420/2423 [====>.........................] - ETA: 16:01 - loss: 351.5168 - logits_profile_predictions_loss: 350.2196 - logcount_predictions_loss: 0.1366 421/2423 [====>.........................] - ETA: 16:01 - loss: 351.5139 - logits_profile_predictions_loss: 350.2166 - logcount_predictions_loss: 0.1366 422/2423 [====>.........................] - ETA: 16:00 - loss: 351.5107 - logits_profile_predictions_loss: 350.2135 - logcount_predictions_loss: 0.1366 423/2423 [====>.........................] - ETA: 16:00 - loss: 351.5075 - logits_profile_predictions_loss: 350.2102 - logcount_predictions_loss: 0.1366 424/2423 [====>.........................] - ETA: 15:59 - loss: 351.5042 - logits_profile_predictions_loss: 350.2068 - logcount_predictions_loss: 0.1366 425/2423 [====>.........................] - ETA: 15:59 - loss: 351.5009 - logits_profile_predictions_loss: 350.2036 - logcount_predictions_loss: 0.1366 426/2423 [====>.........................] - ETA: 15:58 - loss: 351.4977 - logits_profile_predictions_loss: 350.2003 - logcount_predictions_loss: 0.1366 427/2423 [====>.........................] - ETA: 15:58 - loss: 351.4945 - logits_profile_predictions_loss: 350.1972 - logcount_predictions_loss: 0.1366 428/2423 [====>.........................] - ETA: 15:57 - loss: 351.4915 - logits_profile_predictions_loss: 350.1940 - logcount_predictions_loss: 0.1366 429/2423 [====>.........................] - ETA: 15:57 - loss: 351.4885 - logits_profile_predictions_loss: 350.1910 - logcount_predictions_loss: 0.1366 430/2423 [====>.........................] - ETA: 15:56 - loss: 351.4854 - logits_profile_predictions_loss: 350.1879 - logcount_predictions_loss: 0.1366 431/2423 [====>.........................] - ETA: 15:56 - loss: 351.4823 - logits_profile_predictions_loss: 350.1848 - logcount_predictions_loss: 0.1366 432/2423 [====>.........................] - ETA: 15:55 - loss: 351.4792 - logits_profile_predictions_loss: 350.1817 - logcount_predictions_loss: 0.1366 433/2423 [====>.........................] - ETA: 15:55 - loss: 351.4761 - logits_profile_predictions_loss: 350.1786 - logcount_predictions_loss: 0.1366 434/2423 [====>.........................] - ETA: 15:54 - loss: 351.4728 - logits_profile_predictions_loss: 350.1753 - logcount_predictions_loss: 0.1366 435/2423 [====>.........................] - ETA: 15:54 - loss: 351.4692 - logits_profile_predictions_loss: 350.1717 - logcount_predictions_loss: 0.1366 436/2423 [====>.........................] - ETA: 15:54 - loss: 351.4658 - logits_profile_predictions_loss: 350.1683 - logcount_predictions_loss: 0.1366 437/2423 [====>.........................] - ETA: 15:53 - loss: 351.4627 - logits_profile_predictions_loss: 350.1652 - logcount_predictions_loss: 0.1366 438/2423 [====>.........................] - ETA: 15:53 - loss: 351.4598 - logits_profile_predictions_loss: 350.1622 - logcount_predictions_loss: 0.1366 439/2423 [====>.........................] - ETA: 15:52 - loss: 351.4570 - logits_profile_predictions_loss: 350.1594 - logcount_predictions_loss: 0.1366 440/2423 [====>.........................] - ETA: 15:52 - loss: 351.4542 - logits_profile_predictions_loss: 350.1566 - logcount_predictions_loss: 0.1366 441/2423 [====>.........................] - ETA: 15:51 - loss: 351.4514 - logits_profile_predictions_loss: 350.1538 - logcount_predictions_loss: 0.1366 442/2423 [====>.........................] - ETA: 15:51 - loss: 351.4486 - logits_profile_predictions_loss: 350.1509 - logcount_predictions_loss: 0.1366 443/2423 [====>.........................] - ETA: 15:50 - loss: 351.4458 - logits_profile_predictions_loss: 350.1481 - logcount_predictions_loss: 0.1366 444/2423 [====>.........................] - ETA: 15:50 - loss: 351.4429 - logits_profile_predictions_loss: 350.1452 - logcount_predictions_loss: 0.1366 445/2423 [====>.........................] - ETA: 15:49 - loss: 351.4399 - logits_profile_predictions_loss: 350.1422 - logcount_predictions_loss: 0.1366 446/2423 [====>.........................] - ETA: 15:49 - loss: 351.4369 - logits_profile_predictions_loss: 350.1392 - logcount_predictions_loss: 0.1366 447/2423 [====>.........................] - ETA: 15:48 - loss: 351.4337 - logits_profile_predictions_loss: 350.1359 - logcount_predictions_loss: 0.1366 448/2423 [====>.........................] - ETA: 15:48 - loss: 351.4306 - logits_profile_predictions_loss: 350.1328 - logcount_predictions_loss: 0.1366 449/2423 [====>.........................] - ETA: 15:47 - loss: 351.4276 - logits_profile_predictions_loss: 350.1298 - logcount_predictions_loss: 0.1366 450/2423 [====>.........................] - ETA: 15:47 - loss: 351.4247 - logits_profile_predictions_loss: 350.1268 - logcount_predictions_loss: 0.1366 451/2423 [====>.........................] - ETA: 15:46 - loss: 351.4219 - logits_profile_predictions_loss: 350.1241 - logcount_predictions_loss: 0.1366 452/2423 [====>.........................] - ETA: 15:46 - loss: 351.4192 - logits_profile_predictions_loss: 350.1213 - logcount_predictions_loss: 0.1366 453/2423 [====>.........................] - ETA: 15:45 - loss: 351.4165 - logits_profile_predictions_loss: 350.1185 - logcount_predictions_loss: 0.1366 454/2423 [====>.........................] - ETA: 15:45 - loss: 351.4138 - logits_profile_predictions_loss: 350.1159 - logcount_predictions_loss: 0.1366 455/2423 [====>.........................] - ETA: 15:44 - loss: 351.4111 - logits_profile_predictions_loss: 350.1131 - logcount_predictions_loss: 0.1366 456/2423 [====>.........................] - ETA: 15:44 - loss: 351.4084 - logits_profile_predictions_loss: 350.1104 - logcount_predictions_loss: 0.1366 457/2423 [====>.........................] - ETA: 15:44 - loss: 351.4059 - logits_profile_predictions_loss: 350.1078 - logcount_predictions_loss: 0.1366 458/2423 [====>.........................] - ETA: 15:43 - loss: 351.4035 - logits_profile_predictions_loss: 350.1054 - logcount_predictions_loss: 0.1366 459/2423 [====>.........................] - ETA: 15:43 - loss: 351.4009 - logits_profile_predictions_loss: 350.1028 - logcount_predictions_loss: 0.1367 460/2423 [====>.........................] - ETA: 15:42 - loss: 351.3984 - logits_profile_predictions_loss: 350.1003 - logcount_predictions_loss: 0.1367 461/2423 [====>.........................] - ETA: 15:42 - loss: 351.3961 - logits_profile_predictions_loss: 350.0979 - logcount_predictions_loss: 0.1367 462/2423 [====>.........................] - ETA: 15:41 - loss: 351.3936 - logits_profile_predictions_loss: 350.0954 - logcount_predictions_loss: 0.1367 463/2423 [====>.........................] - ETA: 15:41 - loss: 351.3912 - logits_profile_predictions_loss: 350.0928 - logcount_predictions_loss: 0.1367 464/2423 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[============================>.] - ETA: 35s - loss: 349.8973 - logits_profile_predictions_loss: 348.5923 - logcount_predictions_loss: 0.1374 2350/2423 [============================>.] - ETA: 35s - loss: 349.8972 - logits_profile_predictions_loss: 348.5922 - logcount_predictions_loss: 0.1374 2351/2423 [============================>.] - ETA: 34s - loss: 349.8971 - logits_profile_predictions_loss: 348.5921 - logcount_predictions_loss: 0.1374 2352/2423 [============================>.] - ETA: 34s - loss: 349.8969 - logits_profile_predictions_loss: 348.5920 - logcount_predictions_loss: 0.1374 2353/2423 [============================>.] - ETA: 33s - loss: 349.8968 - logits_profile_predictions_loss: 348.5918 - logcount_predictions_loss: 0.1374 2354/2423 [============================>.] - ETA: 33s - loss: 349.8967 - logits_profile_predictions_loss: 348.5917 - logcount_predictions_loss: 0.1374 2355/2423 [============================>.] - ETA: 32s - loss: 349.8966 - 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[============================>.] - ETA: 29s - loss: 349.8958 - logits_profile_predictions_loss: 348.5908 - logcount_predictions_loss: 0.1374 2363/2423 [============================>.] - ETA: 28s - loss: 349.8957 - logits_profile_predictions_loss: 348.5907 - logcount_predictions_loss: 0.1374 2364/2423 [============================>.] - ETA: 28s - loss: 349.8956 - logits_profile_predictions_loss: 348.5906 - logcount_predictions_loss: 0.1374 2365/2423 [============================>.] - ETA: 27s - loss: 349.8955 - logits_profile_predictions_loss: 348.5904 - logcount_predictions_loss: 0.1374 2366/2423 [============================>.] - ETA: 27s - loss: 349.8954 - logits_profile_predictions_loss: 348.5903 - logcount_predictions_loss: 0.1374 2367/2423 [============================>.] - ETA: 26s - loss: 349.8952 - logits_profile_predictions_loss: 348.5902 - logcount_predictions_loss: 0.1374 2368/2423 [============================>.] - ETA: 26s - loss: 349.8951 - 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[============================>.] - ETA: 23s - loss: 349.8942 - logits_profile_predictions_loss: 348.5891 - logcount_predictions_loss: 0.1374 2376/2423 [============================>.] - ETA: 22s - loss: 349.8941 - logits_profile_predictions_loss: 348.5890 - logcount_predictions_loss: 0.1374 2377/2423 [============================>.] - ETA: 22s - loss: 349.8940 - logits_profile_predictions_loss: 348.5889 - logcount_predictions_loss: 0.1374 2378/2423 [============================>.] - ETA: 21s - loss: 349.8938 - logits_profile_predictions_loss: 348.5887 - logcount_predictions_loss: 0.1374 2379/2423 [============================>.] - ETA: 21s - loss: 349.8937 - logits_profile_predictions_loss: 348.5886 - logcount_predictions_loss: 0.1374 2380/2423 [============================>.] - ETA: 20s - loss: 349.8935 - logits_profile_predictions_loss: 348.5884 - logcount_predictions_loss: 0.1374 2381/2423 [============================>.] - ETA: 20s - loss: 349.8934 - 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[============================>.] - ETA: 16s - loss: 349.8924 - logits_profile_predictions_loss: 348.5873 - logcount_predictions_loss: 0.1374 2389/2423 [============================>.] - ETA: 16s - loss: 349.8923 - logits_profile_predictions_loss: 348.5871 - logcount_predictions_loss: 0.1374 2390/2423 [============================>.] - ETA: 15s - loss: 349.8921 - logits_profile_predictions_loss: 348.5870 - logcount_predictions_loss: 0.1374 2391/2423 [============================>.] - ETA: 15s - loss: 349.8920 - logits_profile_predictions_loss: 348.5869 - logcount_predictions_loss: 0.1374 2392/2423 [============================>.] - ETA: 14s - loss: 349.8919 - logits_profile_predictions_loss: 348.5867 - logcount_predictions_loss: 0.1374 2393/2423 [============================>.] - ETA: 14s - loss: 349.8917 - logits_profile_predictions_loss: 348.5866 - logcount_predictions_loss: 0.1374 2394/2423 [============================>.] - ETA: 13s - loss: 349.8916 - 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[============================>.] - ETA: 10s - loss: 349.8909 - logits_profile_predictions_loss: 348.5857 - logcount_predictions_loss: 0.1374 2402/2423 [============================>.] - ETA: 10s - loss: 349.8908 - logits_profile_predictions_loss: 348.5856 - logcount_predictions_loss: 0.1374 2403/2423 [============================>.] - ETA: 9s - loss: 349.8907 - logits_profile_predictions_loss: 348.5855 - logcount_predictions_loss: 0.1374  2404/2423 [============================>.] - ETA: 9s - loss: 349.8906 - logits_profile_predictions_loss: 348.5854 - logcount_predictions_loss: 0.1374 2405/2423 [============================>.] - ETA: 8s - loss: 349.8905 - logits_profile_predictions_loss: 348.5853 - logcount_predictions_loss: 0.1374 2406/2423 [============================>.] - ETA: 8s - loss: 349.8904 - logits_profile_predictions_loss: 348.5852 - logcount_predictions_loss: 0.1374 2407/2423 [============================>.] - ETA: 7s - loss: 349.8903 - logits_profile_predictions_loss: 348.5851 - logcount_predictions_loss: 0.1374 2408/2423 [============================>.] - ETA: 7s - loss: 349.8902 - logits_profile_predictions_loss: 348.5850 - logcount_predictions_loss: 0.1374 2409/2423 [============================>.] - ETA: 6s - loss: 349.8901 - logits_profile_predictions_loss: 348.5849 - logcount_predictions_loss: 0.1374 2410/2423 [============================>.] - ETA: 6s - loss: 349.8900 - logits_profile_predictions_loss: 348.5848 - logcount_predictions_loss: 0.1374 2411/2423 [============================>.] - ETA: 5s - loss: 349.8899 - logits_profile_predictions_loss: 348.5847 - logcount_predictions_loss: 0.1374 2412/2423 [============================>.] - ETA: 5s - loss: 349.8898 - logits_profile_predictions_loss: 348.5846 - logcount_predictions_loss: 0.1374 2413/2423 [============================>.] - ETA: 4s - loss: 349.8896 - logits_profile_predictions_loss: 348.5844 - logcount_predictions_loss: 0.1374 2414/2423 [============================>.] - ETA: 4s - loss: 349.8895 - logits_profile_predictions_loss: 348.5843 - logcount_predictions_loss: 0.1374 2415/2423 [============================>.] - ETA: 3s - loss: 349.8894 - logits_profile_predictions_loss: 348.5842 - logcount_predictions_loss: 0.1374 2416/2423 [============================>.] - ETA: 3s - loss: 349.8893 - logits_profile_predictions_loss: 348.5841 - logcount_predictions_loss: 0.1374 2417/2423 [============================>.] - ETA: 2s - loss: 349.8893 - logits_profile_predictions_loss: 348.5841 - logcount_predictions_loss: 0.1374 2418/2423 [============================>.] - ETA: 2s - loss: 349.8892 - logits_profile_predictions_loss: 348.5840 - logcount_predictions_loss: 0.1374 2419/2423 [============================>.] - ETA: 1s - loss: 349.8891 - logits_profile_predictions_loss: 348.5839 - logcount_predictions_loss: 0.1374 2420/2423 [============================>.] - ETA: 1s - loss: 349.8890 - logits_profile_predictions_loss: 348.5838 - logcount_predictions_loss: 0.1374 2421/2423 [============================>.] - ETA: 0s - loss: 349.8889 - logits_profile_predictions_loss: 348.5837 - logcount_predictions_loss: 0.1374 2422/2423 [============================>.] - ETA: 0s - loss: 349.8888 - logits_profile_predictions_loss: 348.5836 - logcount_predictions_loss: 0.1374 2423/2423 [==============================] - ETA: 0s - loss: 349.8888 - logits_profile_predictions_loss: 348.5835 - logcount_predictions_loss: 0.1374 2423/2423 [==============================] - 1210s 499ms/step - loss: 349.8887 - logits_profile_predictions_loss: 348.5834 - logcount_predictions_loss: 0.1374 - val_loss: 367.6754 - val_logits_profile_predictions_loss: 366.2744 - val_logcount_predictions_loss: 0.1475 Epoch 00016: val_loss did not improve from 365.14505 Restoring model weights from the end of the best epoch. Epoch 00016: early stopping save model save model without bias 2022-03-23_21-30-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//preprocessing/bigWigs/ENCSR086PIL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(41932, 10) loading nonpeaks... got split:test for bed regions:(41932, 10) 0/328 100/328 200/328 300/328 2022-03-23_21-38-21: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//preprocessing/bigWigs/ENCSR086PIL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(41932, 10) loading nonpeaks... got split:test for bed regions:(41932, 10) 0/328 100/328 200/328 300/328 2022-03-23_21-45-14: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//preprocessing/bigWigs/ENCSR086PIL.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(41932, 10) loading nonpeaks... got split:test for bed regions:(41932, 10) 0/328 100/328 200/328 300/328 2022-03-23_21-49-16: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//footprints 2022-03-23_21-49-16: 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/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/38 [..............................] - ETA: 5:27 3/38 [=>............................] - ETA: 22s  4/38 [==>...........................] - ETA: 28s 5/38 [==>...........................] - ETA: 31s 6/38 [===>..........................] - ETA: 32s 7/38 [====>.........................] - ETA: 32s 8/38 [=====>........................] - ETA: 32s 9/38 [======>.......................] - ETA: 32s 10/38 [======>.......................] - ETA: 31s 11/38 [=======>......................] - ETA: 30s 12/38 [========>.....................] - ETA: 29s 13/38 [=========>....................] - ETA: 28s 14/38 [==========>...................] - ETA: 28s 15/38 [==========>...................] - ETA: 27s 16/38 [===========>..................] - ETA: 25s 17/38 [============>.................] - ETA: 24s 18/38 [=============>................] - ETA: 23s 19/38 [==============>...............] - ETA: 22s 20/38 [==============>...............] - ETA: 21s 21/38 [===============>..............] - ETA: 20s 22/38 [================>.............] - ETA: 19s 23/38 [=================>............] - ETA: 18s 24/38 [=================>............] - ETA: 16s 25/38 [==================>...........] - ETA: 15s 26/38 [===================>..........] - ETA: 14s 27/38 [====================>.........] - ETA: 13s 28/38 [=====================>........] - ETA: 12s 29/38 [=====================>........] - ETA: 10s 30/38 [======================>.......] - ETA: 9s  31/38 [=======================>......] - ETA: 8s 32/38 [========================>.....] - ETA: 7s 33/38 [=========================>....] - ETA: 6s 34/38 [=========================>....] - ETA: 4s 35/38 [==========================>...] - ETA: 3s 36/38 [===========================>..] - ETA: 2s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 61s 1s/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 45s 3/38 [=>............................] - ETA: 44s 4/38 [==>...........................] - ETA: 43s 5/38 [==>...........................] - ETA: 41s 6/38 [===>..........................] - ETA: 40s 7/38 [====>.........................] - ETA: 39s 8/38 [=====>........................] - ETA: 38s 9/38 [======>.......................] - ETA: 36s 10/38 [======>.......................] - ETA: 35s 11/38 [=======>......................] - ETA: 34s 12/38 [========>.....................] - ETA: 33s 13/38 [=========>....................] - ETA: 31s 14/38 [==========>...................] - ETA: 30s 15/38 [==========>...................] - ETA: 29s 16/38 [===========>..................] - ETA: 28s 17/38 [============>.................] - ETA: 26s 18/38 [=============>................] - ETA: 25s 19/38 [==============>...............] - ETA: 24s 20/38 [==============>...............] - ETA: 22s 21/38 [===============>..............] - ETA: 21s 22/38 [================>.............] - ETA: 20s 23/38 [=================>............] - ETA: 19s 24/38 [=================>............] - ETA: 17s 25/38 [==================>...........] - ETA: 16s 26/38 [===================>..........] - ETA: 15s 27/38 [====================>.........] - ETA: 14s 28/38 [=====================>........] - ETA: 12s 29/38 [=====================>........] - ETA: 11s 30/38 [======================>.......] - ETA: 10s 31/38 [=======================>......] - ETA: 8s  32/38 [========================>.....] - ETA: 7s 33/38 [=========================>....] - ETA: 6s 34/38 [=========================>....] - ETA: 5s 35/38 [==========================>...] - ETA: 3s 36/38 [===========================>..] - ETA: 2s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 48s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 45s 3/38 [=>............................] - ETA: 44s 4/38 [==>...........................] - ETA: 43s 5/38 [==>...........................] - ETA: 42s 6/38 [===>..........................] - ETA: 40s 7/38 [====>.........................] - ETA: 39s 8/38 [=====>........................] - ETA: 38s 9/38 [======>.......................] - ETA: 36s 10/38 [======>.......................] - ETA: 35s 11/38 [=======>......................] - ETA: 34s 12/38 [========>.....................] - ETA: 33s 13/38 [=========>....................] - ETA: 31s 14/38 [==========>...................] - ETA: 30s 15/38 [==========>...................] - ETA: 29s 16/38 [===========>..................] - ETA: 28s 17/38 [============>.................] - ETA: 26s 18/38 [=============>................] - ETA: 25s 19/38 [==============>...............] - ETA: 24s 20/38 [==============>...............] - ETA: 22s 21/38 [===============>..............] - ETA: 21s 22/38 [================>.............] - ETA: 20s 23/38 [=================>............] - ETA: 19s 24/38 [=================>............] - ETA: 17s 25/38 [==================>...........] - ETA: 16s 26/38 [===================>..........] - ETA: 15s 27/38 [====================>.........] - ETA: 14s 28/38 [=====================>........] - ETA: 12s 29/38 [=====================>........] - ETA: 11s 30/38 [======================>.......] - ETA: 10s 31/38 [=======================>......] - ETA: 8s  32/38 [========================>.....] - ETA: 7s 33/38 [=========================>....] - ETA: 6s 34/38 [=========================>....] - ETA: 5s 35/38 [==========================>...] - ETA: 3s 36/38 [===========================>..] - ETA: 2s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 48s 1s/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 45s 3/38 [=>............................] - ETA: 44s 4/38 [==>...........................] - ETA: 43s 5/38 [==>...........................] - ETA: 41s 6/38 [===>..........................] - ETA: 40s 7/38 [====>.........................] - ETA: 39s 8/38 [=====>........................] - ETA: 38s 9/38 [======>.......................] - ETA: 36s 10/38 [======>.......................] - ETA: 35s 11/38 [=======>......................] - ETA: 34s 12/38 [========>.....................] - ETA: 33s 13/38 [=========>....................] - ETA: 31s 14/38 [==========>...................] - ETA: 30s 15/38 [==========>...................] - ETA: 29s 16/38 [===========>..................] - ETA: 27s 17/38 [============>.................] - ETA: 26s 18/38 [=============>................] - ETA: 25s 19/38 [==============>...............] - ETA: 24s 20/38 [==============>...............] - ETA: 22s 21/38 [===============>..............] - ETA: 21s 22/38 [================>.............] - ETA: 20s 23/38 [=================>............] - ETA: 19s 24/38 [=================>............] - ETA: 17s 25/38 [==================>...........] - ETA: 16s 26/38 [===================>..........] - ETA: 15s 27/38 [====================>.........] - ETA: 13s 28/38 [=====================>........] - ETA: 12s 29/38 [=====================>........] - ETA: 11s 30/38 [======================>.......] - ETA: 10s 31/38 [=======================>......] - ETA: 8s  32/38 [========================>.....] - ETA: 7s 33/38 [=========================>....] - ETA: 6s 34/38 [=========================>....] - ETA: 5s 35/38 [==========================>...] - ETA: 3s 36/38 [===========================>..] - ETA: 2s 37/38 [============================>.] - ETA: 1s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 48s 1s/step Saving marginal footprints 2022-03-23_21-53-23: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//footprints 2022-03-23_21-53-23: 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/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR086PIL//chrombpnet_model_encsr880cub_bias//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "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: 1:51 3/38 [=>............................] - ETA: 1s  4/38 [==>...........................] - ETA: 2s 5/38 [==>...........................] - ETA: 2s 6/38 [===>..........................] - ETA: 2s 7/38 [====>.........................] - ETA: 2s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 1s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 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 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 7s 114ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 3s 4/38 [==>...........................] - ETA: 3s 5/38 [==>...........................] - ETA: 3s 6/38 [===>..........................] - ETA: 3s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 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 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 4s 101ms/step inserting motif: dnase_2 TGTACTTACGAA 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 3s 4/38 [==>...........................] - ETA: 3s 5/38 [==>...........................] - ETA: 3s 6/38 [===>..........................] - ETA: 3s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 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 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 4s 101ms/step 1/38 [..............................] - ETA: 0s 2/38 [>.............................] - ETA: 3s 3/38 [=>............................] - ETA: 3s 4/38 [==>...........................] - ETA: 3s 5/38 [==>...........................] - ETA: 3s 6/38 [===>..........................] - ETA: 3s 7/38 [====>.........................] - ETA: 3s 8/38 [=====>........................] - ETA: 2s 9/38 [======>.......................] - ETA: 2s 10/38 [======>.......................] - ETA: 2s 11/38 [=======>......................] - ETA: 2s 12/38 [========>.....................] - ETA: 2s 13/38 [=========>....................] - ETA: 2s 14/38 [==========>...................] - ETA: 2s 15/38 [==========>...................] - ETA: 2s 16/38 [===========>..................] - ETA: 2s 17/38 [============>.................] - ETA: 2s 18/38 [=============>................] - ETA: 1s 19/38 [==============>...............] - ETA: 1s 20/38 [==============>...............] - ETA: 1s 21/38 [===============>..............] - ETA: 1s 22/38 [================>.............] - ETA: 1s 23/38 [=================>............] - ETA: 1s 24/38 [=================>............] - ETA: 1s 25/38 [==================>...........] - ETA: 1s 26/38 [===================>..........] - ETA: 1s 27/38 [====================>.........] - ETA: 1s 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 37/38 [============================>.] - ETA: 0s 38/38 [==============================] - ETA: 0s 38/38 [==============================] - 4s 101ms/step Saving marginal footprints