diff --git "a/fold_0/logs.models.fold_0.ENCSR396ZIN/logfile.modelling.fold_0.ENCSR396ZIN.stdout_v1.txt" "b/fold_0/logs.models.fold_0.ENCSR396ZIN/logfile.modelling.fold_0.ENCSR396ZIN.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR396ZIN/logfile.modelling.fold_0.ENCSR396ZIN.stdout_v1.txt" @@ -0,0 +1,441 @@ +2022-02-19_14-28-27: python /scratch/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR396ZIN.bigWig \ + --peaks=data/peaks.bed.gz \ + --nonpeaks=data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=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=reference/ENCSR283TME_bias_0.9.h5 \ + --output_dir=chrombppnet_model_encsr283tme_bias/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 104852 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 104852 +Number of peaks input: 27738 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 27738 +Number of non peaks input: 104851 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 104851 +Number of non peaks input: 27738 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 27738 +Number of peaks after removing outliers: 103697 +Number of nonpeaks after removing outliers: 91120 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/2848 [..............................] - ETA: 2:27:18 6/2848 [..............................] - ETA: 32s  12/2848 [..............................] - ETA: 29s 16/2848 [..............................] - ETA: 31s 22/2848 [..............................] - ETA: 30s 26/2848 [..............................] - ETA: 31s 32/2848 [..............................] - ETA: 30s 36/2848 [..............................] - ETA: 31s 42/2848 [..............................] - ETA: 31s 48/2848 [..............................] - ETA: 30s 52/2848 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ETA: 0s 2848/2848 [==============================] - ETA: 0s 2848/2848 [==============================] - 34s 11ms/step +2022-02-19_14-31-45: python /scratch/chrombpnet/src/training/train.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR396ZIN.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --params=chrombppnet_model_encsr283tme_bias//chrombpnet_model_params.tsv \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet \ + --chr_fold_path=splits/fold_0.json \ + --batch_size=64 \ + --architecture_from_file=/scratch/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': '6.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': 'chrombppnet_model_encsr283tme_bias/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': 'splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(94275, 10) +loading nonpeaks... +got split:train for bed regions:(82610, 10) +loading peaks... +got split:valid for bed regions:(9422, 10) +loading nonpeaks... +got split:valid for bed regions:(8510, 10) +Epoch 1/50 + 1/1621 [..............................] - ETA: 5:15:13 - loss: 707.9617 - logits_profile_predictions_loss: 677.6266 - logcount_predictions_loss: 4.7399 2/1621 [..............................] - ETA: 17:51 - loss: 723.7418 - logits_profile_predictions_loss: 697.3011 - logcount_predictions_loss: 4.1313  3/1621 [..............................] - ETA: 17:45 - loss: 816.3574 - logits_profile_predictions_loss: 727.1869 - logcount_predictions_loss: 13.9329 4/1621 [..............................] - ETA: 17:42 - loss: 838.6818 - logits_profile_predictions_loss: 729.8165 - logcount_predictions_loss: 17.0102 5/1621 [..............................] - ETA: 17:39 - loss: 835.8166 - logits_profile_predictions_loss: 720.9203 - logcount_predictions_loss: 17.9525 6/1621 [..............................] - ETA: 17:37 - loss: 826.6972 - logits_profile_predictions_loss: 710.9772 - logcount_predictions_loss: 18.0812 7/1621 [..............................] - ETA: 17:36 - loss: 817.3325 - logits_profile_predictions_loss: 702.8927 - logcount_predictions_loss: 17.8812 8/1621 [..............................] - ETA: 17:34 - loss: 805.6134 - logits_profile_predictions_loss: 693.4700 - logcount_predictions_loss: 17.5224 9/1621 [..............................] - ETA: 17:32 - loss: 795.9620 - logits_profile_predictions_loss: 686.4279 - logcount_predictions_loss: 17.1147 10/1621 [..............................] - ETA: 17:31 - loss: 788.1927 - logits_profile_predictions_loss: 681.3132 - logcount_predictions_loss: 16.6999 11/1621 [..............................] - ETA: 17:29 - loss: 781.5195 - logits_profile_predictions_loss: 677.2321 - logcount_predictions_loss: 16.2949 12/1621 [..............................] - ETA: 17:28 - loss: 774.8860 - logits_profile_predictions_loss: 673.1400 - logcount_predictions_loss: 15.8978 13/1621 [..............................] - ETA: 17:27 - loss: 769.0753 - logits_profile_predictions_loss: 669.7282 - logcount_predictions_loss: 15.5230 14/1621 [..............................] - ETA: 17:25 - loss: 763.3535 - logits_profile_predictions_loss: 666.2880 - logcount_predictions_loss: 15.1665 15/1621 [..............................] - ETA: 17:24 - loss: 758.4444 - logits_profile_predictions_loss: 663.5192 - logcount_predictions_loss: 14.8321 16/1621 [..............................] - ETA: 17:23 - loss: 753.7962 - logits_profile_predictions_loss: 660.8884 - logcount_predictions_loss: 14.5168 17/1621 [..............................] - ETA: 17:22 - loss: 749.1756 - logits_profile_predictions_loss: 658.1722 - logcount_predictions_loss: 14.2193 18/1621 [..............................] - ETA: 17:21 - loss: 744.7747 - logits_profile_predictions_loss: 655.5692 - logcount_predictions_loss: 13.9384 19/1621 [..............................] - ETA: 17:20 - loss: 740.7464 - logits_profile_predictions_loss: 653.2348 - logcount_predictions_loss: 13.6737 20/1621 [..............................] - ETA: 17:19 - loss: 737.1218 - logits_profile_predictions_loss: 651.1965 - logcount_predictions_loss: 13.4258 21/1621 [..............................] - ETA: 17:19 - loss: 734.0267 - logits_profile_predictions_loss: 649.5840 - logcount_predictions_loss: 13.1942 22/1621 [..............................] - ETA: 17:18 - loss: 731.1605 - logits_profile_predictions_loss: 648.1227 - logcount_predictions_loss: 12.9746 23/1621 [..............................] - ETA: 17:17 - loss: 728.6233 - logits_profile_predictions_loss: 646.9059 - logcount_predictions_loss: 12.7683 24/1621 [..............................] - ETA: 17:16 - loss: 726.4068 - logits_profile_predictions_loss: 645.9432 - logcount_predictions_loss: 12.5724 25/1621 [..............................] - ETA: 17:16 - loss: 724.1754 - logits_profile_predictions_loss: 644.9058 - logcount_predictions_loss: 12.3859 26/1621 [..............................] - ETA: 17:15 - loss: 721.9734 - logits_profile_predictions_loss: 643.8394 - logcount_predictions_loss: 12.2084 27/1621 [..............................] - ETA: 17:14 - loss: 719.8864 - logits_profile_predictions_loss: 642.8346 - logcount_predictions_loss: 12.0393 28/1621 [..............................] - ETA: 17:13 - loss: 717.7709 - logits_profile_predictions_loss: 641.7547 - logcount_predictions_loss: 11.8775 29/1621 [..............................] - ETA: 17:13 - loss: 715.8022 - logits_profile_predictions_loss: 640.7729 - logcount_predictions_loss: 11.7233 30/1621 [..............................] - ETA: 17:12 - loss: 713.7828 - logits_profile_predictions_loss: 639.7005 - logcount_predictions_loss: 11.5754 31/1621 [..............................] - ETA: 17:11 - loss: 711.8378 - logits_profile_predictions_loss: 638.6619 - logcount_predictions_loss: 11.4337 32/1621 [..............................] - ETA: 17:11 - loss: 709.9637 - logits_profile_predictions_loss: 637.6542 - logcount_predictions_loss: 11.2984 33/1621 [..............................] - ETA: 17:10 - loss: 708.1176 - logits_profile_predictions_loss: 636.6416 - logcount_predictions_loss: 11.1681 34/1621 [..............................] - ETA: 17:09 - loss: 706.4689 - logits_profile_predictions_loss: 635.7862 - logcount_predictions_loss: 11.0442 35/1621 [..............................] - ETA: 17:09 - loss: 704.7961 - logits_profile_predictions_loss: 634.8775 - logcount_predictions_loss: 10.9248 36/1621 [..............................] - ETA: 17:08 - loss: 703.2132 - logits_profile_predictions_loss: 634.0276 - logcount_predictions_loss: 10.8103 37/1621 [..............................] - ETA: 17:07 - loss: 701.6150 - logits_profile_predictions_loss: 633.1354 - logcount_predictions_loss: 10.6999 38/1621 [..............................] - ETA: 17:07 - loss: 700.0916 - logits_profile_predictions_loss: 632.2914 - logcount_predictions_loss: 10.5938 39/1621 [..............................] - ETA: 17:06 - loss: 698.6414 - logits_profile_predictions_loss: 631.4942 - logcount_predictions_loss: 10.4917 40/1621 [..............................] - ETA: 17:06 - loss: 697.2685 - logits_profile_predictions_loss: 630.7499 - logcount_predictions_loss: 10.3935 41/1621 [..............................] - ETA: 17:05 - loss: 695.9354 - logits_profile_predictions_loss: 630.0217 - logcount_predictions_loss: 10.2990 42/1621 [..............................] - ETA: 17:04 - loss: 694.6618 - logits_profile_predictions_loss: 629.3323 - logcount_predictions_loss: 10.2077 43/1621 [..............................] - ETA: 17:04 - loss: 693.4354 - logits_profile_predictions_loss: 628.6697 - logcount_predictions_loss: 10.1196 44/1621 [..............................] - ETA: 17:03 - loss: 692.3588 - logits_profile_predictions_loss: 628.1341 - logcount_predictions_loss: 10.0351 45/1621 [..............................] - ETA: 17:03 - loss: 691.3042 - logits_profile_predictions_loss: 627.6032 - logcount_predictions_loss: 9.9533  46/1621 [..............................] - ETA: 17:02 - loss: 690.2395 - logits_profile_predictions_loss: 627.0470 - logcount_predictions_loss: 9.8738 47/1621 [..............................] - ETA: 17:01 - loss: 689.1639 - logits_profile_predictions_loss: 626.4655 - logcount_predictions_loss: 9.7966 48/1621 [..............................] - ETA: 17:01 - loss: 688.0995 - logits_profile_predictions_loss: 625.8799 - logcount_predictions_loss: 9.7218 49/1621 [..............................] - ETA: 17:00 - loss: 687.0519 - logits_profile_predictions_loss: 625.2975 - logcount_predictions_loss: 9.6491 50/1621 [..............................] - ETA: 16:59 - loss: 686.1081 - logits_profile_predictions_loss: 624.8014 - logcount_predictions_loss: 9.5792 51/1621 [..............................] - ETA: 16:59 - loss: 685.1658 - logits_profile_predictions_loss: 624.2947 - logcount_predictions_loss: 9.5111 52/1621 [..............................] - ETA: 16:58 - loss: 684.4003 - logits_profile_predictions_loss: 623.9468 - logcount_predictions_loss: 9.4459 53/1621 [..............................] - ETA: 16:58 - loss: 683.6414 - logits_profile_predictions_loss: 623.5938 - logcount_predictions_loss: 9.3824 54/1621 [..............................] - ETA: 16:57 - loss: 682.8453 - logits_profile_predictions_loss: 623.1940 - logcount_predictions_loss: 9.3205 55/1621 [>.............................] - ETA: 16:57 - loss: 682.0511 - logits_profile_predictions_loss: 622.7860 - logcount_predictions_loss: 9.2602 56/1621 [>.............................] - ETA: 16:56 - loss: 681.2959 - logits_profile_predictions_loss: 622.4056 - logcount_predictions_loss: 9.2016 57/1621 [>.............................] - ETA: 16:56 - loss: 680.5685 - logits_profile_predictions_loss: 622.0428 - logcount_predictions_loss: 9.1446 58/1621 [>.............................] - ETA: 16:55 - loss: 679.8331 - logits_profile_predictions_loss: 621.6647 - logcount_predictions_loss: 9.0888 59/1621 [>.............................] - ETA: 16:55 - loss: 679.1106 - logits_profile_predictions_loss: 621.2897 - logcount_predictions_loss: 9.0345 60/1621 [>.............................] - ETA: 16:54 - loss: 678.3558 - logits_profile_predictions_loss: 620.8757 - logcount_predictions_loss: 8.9813 61/1621 [>.............................] - ETA: 16:54 - loss: 677.6118 - logits_profile_predictions_loss: 620.4640 - logcount_predictions_loss: 8.9293 62/1621 [>.............................] - ETA: 16:53 - loss: 676.8788 - logits_profile_predictions_loss: 620.0560 - logcount_predictions_loss: 8.8785 63/1621 [>.............................] - ETA: 16:53 - loss: 676.1409 - logits_profile_predictions_loss: 619.6358 - logcount_predictions_loss: 8.8289 64/1621 [>.............................] - ETA: 16:52 - loss: 675.3983 - logits_profile_predictions_loss: 619.2039 - logcount_predictions_loss: 8.7804 65/1621 [>.............................] - ETA: 16:52 - loss: 674.6999 - logits_profile_predictions_loss: 618.8079 - logcount_predictions_loss: 8.7331 66/1621 [>.............................] - ETA: 16:51 - loss: 674.0288 - logits_profile_predictions_loss: 618.4316 - logcount_predictions_loss: 8.6871 67/1621 [>.............................] - ETA: 16:51 - loss: 673.4012 - logits_profile_predictions_loss: 618.0900 - logcount_predictions_loss: 8.6424 68/1621 [>.............................] - ETA: 16:50 - loss: 672.7703 - logits_profile_predictions_loss: 617.7391 - logcount_predictions_loss: 8.5986 69/1621 [>.............................] - ETA: 16:49 - loss: 672.1200 - logits_profile_predictions_loss: 617.3641 - logcount_predictions_loss: 8.5556 70/1621 [>.............................] - ETA: 16:49 - loss: 671.4860 - logits_profile_predictions_loss: 616.9994 - logcount_predictions_loss: 8.5135 71/1621 [>.............................] - ETA: 16:48 - loss: 670.9005 - logits_profile_predictions_loss: 616.6762 - logcount_predictions_loss: 8.4725 72/1621 [>.............................] - ETA: 16:48 - loss: 670.3414 - logits_profile_predictions_loss: 616.3734 - logcount_predictions_loss: 8.4325 73/1621 [>.............................] - ETA: 16:47 - loss: 669.7899 - logits_profile_predictions_loss: 616.0729 - logcount_predictions_loss: 8.3933 74/1621 [>.............................] - ETA: 16:47 - loss: 669.2300 - logits_profile_predictions_loss: 615.7589 - logcount_predictions_loss: 8.3548 75/1621 [>.............................] - ETA: 16:46 - loss: 668.6607 - logits_profile_predictions_loss: 615.4315 - logcount_predictions_loss: 8.3170 76/1621 [>.............................] - ETA: 16:46 - loss: 668.1074 - logits_profile_predictions_loss: 615.1145 - logcount_predictions_loss: 8.2801 77/1621 [>.............................] - ETA: 16:45 - loss: 667.5339 - logits_profile_predictions_loss: 614.7736 - logcount_predictions_loss: 8.2438 78/1621 [>.............................] - ETA: 16:45 - loss: 666.9880 - logits_profile_predictions_loss: 614.4547 - logcount_predictions_loss: 8.2083 79/1621 [>.............................] - ETA: 16:44 - loss: 666.4246 - logits_profile_predictions_loss: 614.1147 - logcount_predictions_loss: 8.1734 80/1621 [>.............................] - ETA: 16:44 - loss: 665.8628 - logits_profile_predictions_loss: 613.7727 - logcount_predictions_loss: 8.1391 81/1621 [>.............................] - ETA: 16:43 - loss: 665.2911 - logits_profile_predictions_loss: 613.4175 - logcount_predictions_loss: 8.1052 82/1621 [>.............................] - ETA: 16:42 - loss: 664.7314 - logits_profile_predictions_loss: 613.0701 - logcount_predictions_loss: 8.0721 83/1621 [>.............................] - ETA: 16:42 - loss: 664.1624 - logits_profile_predictions_loss: 612.7101 - logcount_predictions_loss: 8.0394 84/1621 [>.............................] - ETA: 16:41 - loss: 663.6085 - logits_profile_predictions_loss: 612.3609 - logcount_predictions_loss: 8.0074 85/1621 [>.............................] - ETA: 16:41 - loss: 663.0623 - logits_profile_predictions_loss: 612.0155 - logcount_predictions_loss: 7.9760 86/1621 [>.............................] - ETA: 16:40 - loss: 662.5172 - logits_profile_predictions_loss: 611.6685 - logcount_predictions_loss: 7.9451 87/1621 [>.............................] - ETA: 16:40 - loss: 661.9702 - logits_profile_predictions_loss: 611.3165 - logcount_predictions_loss: 7.9146 88/1621 [>.............................] - ETA: 16:39 - loss: 661.4471 - logits_profile_predictions_loss: 610.9845 - logcount_predictions_loss: 7.8848 89/1621 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logits_profile_predictions_loss: 585.0936 - logcount_predictions_loss: 5.9904 239/1621 [===>..........................] - ETA: 15:13 - loss: 623.3196 - logits_profile_predictions_loss: 585.0160 - logcount_predictions_loss: 5.9849 240/1621 [===>..........................] - ETA: 15:13 - loss: 623.2068 - logits_profile_predictions_loss: 584.9379 - logcount_predictions_loss: 5.9795 241/1621 [===>..........................] - ETA: 15:12 - loss: 623.0933 - logits_profile_predictions_loss: 584.8589 - logcount_predictions_loss: 5.9741 242/1621 [===>..........................] - ETA: 15:11 - loss: 622.9841 - logits_profile_predictions_loss: 584.7840 - logcount_predictions_loss: 5.9687 243/1621 [===>..........................] - ETA: 15:11 - loss: 622.8746 - logits_profile_predictions_loss: 584.7084 - logcount_predictions_loss: 5.9634 244/1621 [===>..........................] - ETA: 15:10 - loss: 622.7631 - logits_profile_predictions_loss: 584.6307 - logcount_predictions_loss: 5.9582 245/1621 [===>..........................] - ETA: 15:10 - loss: 622.6527 - logits_profile_predictions_loss: 584.5539 - logcount_predictions_loss: 5.9529 246/1621 [===>..........................] - ETA: 15:09 - loss: 622.5419 - logits_profile_predictions_loss: 584.4765 - logcount_predictions_loss: 5.9477 247/1621 [===>..........................] - ETA: 15:09 - loss: 622.4310 - logits_profile_predictions_loss: 584.3988 - logcount_predictions_loss: 5.9425 248/1621 [===>..........................] - ETA: 15:08 - loss: 622.3219 - logits_profile_predictions_loss: 584.3225 - logcount_predictions_loss: 5.9374 249/1621 [===>..........................] - ETA: 15:07 - loss: 622.2125 - logits_profile_predictions_loss: 584.2457 - logcount_predictions_loss: 5.9323 250/1621 [===>..........................] - ETA: 15:07 - loss: 622.1023 - logits_profile_predictions_loss: 584.1680 - logcount_predictions_loss: 5.9272 251/1621 [===>..........................] - ETA: 15:06 - loss: 621.9961 - logits_profile_predictions_loss: 584.0939 - logcount_predictions_loss: 5.9222 252/1621 [===>..........................] - ETA: 15:06 - loss: 621.8924 - logits_profile_predictions_loss: 584.0221 - logcount_predictions_loss: 5.9172 253/1621 [===>..........................] - ETA: 15:05 - loss: 621.7907 - logits_profile_predictions_loss: 583.9519 - logcount_predictions_loss: 5.9123 254/1621 [===>..........................] - ETA: 15:05 - loss: 621.6876 - logits_profile_predictions_loss: 583.8802 - logcount_predictions_loss: 5.9074 255/1621 [===>..........................] - ETA: 15:04 - loss: 621.5839 - logits_profile_predictions_loss: 583.8078 - logcount_predictions_loss: 5.9025 256/1621 [===>..........................] - ETA: 15:03 - loss: 621.4825 - logits_profile_predictions_loss: 583.7374 - logcount_predictions_loss: 5.8976 257/1621 [===>..........................] - ETA: 15:03 - loss: 621.3808 - logits_profile_predictions_loss: 583.6665 - logcount_predictions_loss: 5.8928 258/1621 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logits_profile_predictions_loss: 583.1911 - logcount_predictions_loss: 5.8602 265/1621 [===>..........................] - ETA: 14:58 - loss: 620.5999 - logits_profile_predictions_loss: 583.1234 - logcount_predictions_loss: 5.8557 266/1621 [===>..........................] - ETA: 14:58 - loss: 620.5016 - logits_profile_predictions_loss: 583.0539 - logcount_predictions_loss: 5.8512 267/1621 [===>..........................] - ETA: 14:57 - loss: 620.4029 - logits_profile_predictions_loss: 582.9839 - logcount_predictions_loss: 5.8467 268/1621 [===>..........................] - ETA: 14:56 - loss: 620.3057 - logits_profile_predictions_loss: 582.9152 - logcount_predictions_loss: 5.8422 269/1621 [===>..........................] - ETA: 14:56 - loss: 620.2078 - logits_profile_predictions_loss: 582.8457 - logcount_predictions_loss: 5.8378 270/1621 [===>..........................] - ETA: 14:55 - loss: 620.1086 - logits_profile_predictions_loss: 582.7748 - logcount_predictions_loss: 5.8334 271/1621 [====>.........................] - ETA: 14:55 - loss: 620.0097 - logits_profile_predictions_loss: 582.7040 - logcount_predictions_loss: 5.8290 272/1621 [====>.........................] - ETA: 14:54 - loss: 619.9109 - logits_profile_predictions_loss: 582.6331 - logcount_predictions_loss: 5.8246 273/1621 [====>.........................] - ETA: 14:53 - loss: 619.8120 - logits_profile_predictions_loss: 582.5620 - logcount_predictions_loss: 5.8203 274/1621 [====>.........................] - ETA: 14:53 - loss: 619.7122 - logits_profile_predictions_loss: 582.4898 - logcount_predictions_loss: 5.8160 275/1621 [====>.........................] - ETA: 14:52 - loss: 619.6141 - logits_profile_predictions_loss: 582.4191 - logcount_predictions_loss: 5.8117 276/1621 [====>.........................] - ETA: 14:52 - loss: 619.5203 - logits_profile_predictions_loss: 582.3525 - logcount_predictions_loss: 5.8074 277/1621 [====>.........................] - ETA: 14:51 - loss: 619.4278 - logits_profile_predictions_loss: 582.2868 - logcount_predictions_loss: 5.8032 278/1621 [====>.........................] - ETA: 14:51 - loss: 619.3358 - logits_profile_predictions_loss: 582.2215 - logcount_predictions_loss: 5.7991 279/1621 [====>.........................] - ETA: 14:50 - loss: 619.2443 - logits_profile_predictions_loss: 582.1566 - logcount_predictions_loss: 5.7949 280/1621 [====>.........................] - ETA: 14:49 - loss: 619.1532 - logits_profile_predictions_loss: 582.0918 - logcount_predictions_loss: 5.7908 281/1621 [====>.........................] - ETA: 14:49 - loss: 619.0624 - logits_profile_predictions_loss: 582.0272 - logcount_predictions_loss: 5.7867 282/1621 [====>.........................] - ETA: 14:48 - loss: 618.9708 - logits_profile_predictions_loss: 581.9617 - logcount_predictions_loss: 5.7826 283/1621 [====>.........................] - ETA: 14:48 - loss: 618.8773 - logits_profile_predictions_loss: 581.8943 - logcount_predictions_loss: 5.7786 284/1621 [====>.........................] - ETA: 14:47 - loss: 618.7840 - logits_profile_predictions_loss: 581.8269 - logcount_predictions_loss: 5.7745 285/1621 [====>.........................] - ETA: 14:46 - loss: 618.6911 - logits_profile_predictions_loss: 581.7598 - logcount_predictions_loss: 5.7705 286/1621 [====>.........................] - ETA: 14:46 - loss: 618.6001 - logits_profile_predictions_loss: 581.6943 - logcount_predictions_loss: 5.7665 287/1621 [====>.........................] - ETA: 14:45 - loss: 618.5084 - logits_profile_predictions_loss: 581.6281 - logcount_predictions_loss: 5.7625 288/1621 [====>.........................] - ETA: 14:45 - loss: 618.4186 - logits_profile_predictions_loss: 581.5635 - logcount_predictions_loss: 5.7586 289/1621 [====>.........................] - ETA: 14:44 - loss: 618.3284 - logits_profile_predictions_loss: 581.4984 - logcount_predictions_loss: 5.7547 290/1621 [====>.........................] - ETA: 14:43 - loss: 618.2396 - logits_profile_predictions_loss: 581.4344 - logcount_predictions_loss: 5.7508 291/1621 [====>.........................] - ETA: 14:43 - loss: 618.1537 - logits_profile_predictions_loss: 581.3731 - logcount_predictions_loss: 5.7469 292/1621 [====>.........................] - ETA: 14:42 - loss: 618.0666 - logits_profile_predictions_loss: 581.3105 - logcount_predictions_loss: 5.7431 293/1621 [====>.........................] - ETA: 14:42 - loss: 617.9792 - logits_profile_predictions_loss: 581.2474 - logcount_predictions_loss: 5.7393 294/1621 [====>.........................] - ETA: 14:41 - loss: 617.8919 - logits_profile_predictions_loss: 581.1845 - logcount_predictions_loss: 5.7355 295/1621 [====>.........................] - ETA: 14:40 - loss: 617.8049 - logits_profile_predictions_loss: 581.1216 - logcount_predictions_loss: 5.7317 296/1621 [====>.........................] - ETA: 14:40 - loss: 617.7192 - logits_profile_predictions_loss: 581.0598 - logcount_predictions_loss: 5.7280 297/1621 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[====>.........................] - ETA: 14:31 - loss: 616.5312 - logits_profile_predictions_loss: 580.1936 - logcount_predictions_loss: 5.6777 311/1621 [====>.........................] - ETA: 14:31 - loss: 616.4476 - logits_profile_predictions_loss: 580.1320 - logcount_predictions_loss: 5.6743 312/1621 [====>.........................] - ETA: 14:30 - loss: 616.3645 - logits_profile_predictions_loss: 580.0708 - logcount_predictions_loss: 5.6709 313/1621 [====>.........................] - ETA: 14:29 - loss: 616.2822 - logits_profile_predictions_loss: 580.0103 - logcount_predictions_loss: 5.6675 314/1621 [====>.........................] - ETA: 14:29 - loss: 616.2021 - logits_profile_predictions_loss: 579.9517 - logcount_predictions_loss: 5.6641 315/1621 [====>.........................] - ETA: 14:28 - loss: 616.1231 - logits_profile_predictions_loss: 579.8941 - logcount_predictions_loss: 5.6607 316/1621 [====>.........................] - ETA: 14:28 - loss: 616.0444 - logits_profile_predictions_loss: 579.8367 - logcount_predictions_loss: 5.6574 317/1621 [====>.........................] - ETA: 14:27 - loss: 615.9647 - logits_profile_predictions_loss: 579.7782 - logcount_predictions_loss: 5.6541 318/1621 [====>.........................] - ETA: 14:26 - loss: 615.8845 - logits_profile_predictions_loss: 579.7192 - logcount_predictions_loss: 5.6508 319/1621 [====>.........................] - ETA: 14:26 - loss: 615.8050 - logits_profile_predictions_loss: 579.6608 - logcount_predictions_loss: 5.6475 320/1621 [====>.........................] - ETA: 14:25 - loss: 615.7251 - logits_profile_predictions_loss: 579.6019 - logcount_predictions_loss: 5.6442 321/1621 [====>.........................] - ETA: 14:25 - loss: 615.6449 - logits_profile_predictions_loss: 579.5425 - logcount_predictions_loss: 5.6410 322/1621 [====>.........................] - ETA: 14:24 - loss: 615.5659 - logits_profile_predictions_loss: 579.4841 - logcount_predictions_loss: 5.6377 323/1621 [====>.........................] - ETA: 14:23 - loss: 615.4873 - logits_profile_predictions_loss: 579.4261 - logcount_predictions_loss: 5.6345 324/1621 [====>.........................] - ETA: 14:23 - loss: 615.4071 - logits_profile_predictions_loss: 579.3664 - logcount_predictions_loss: 5.6313 325/1621 [=====>........................] - ETA: 14:22 - loss: 615.3265 - logits_profile_predictions_loss: 579.3063 - logcount_predictions_loss: 5.6281 326/1621 [=====>........................] - ETA: 14:22 - loss: 615.2452 - logits_profile_predictions_loss: 579.2453 - logcount_predictions_loss: 5.6250 327/1621 [=====>........................] - ETA: 14:21 - loss: 615.1636 - logits_profile_predictions_loss: 579.1840 - logcount_predictions_loss: 5.6218 328/1621 [=====>........................] - ETA: 14:20 - loss: 615.0809 - logits_profile_predictions_loss: 579.1214 - logcount_predictions_loss: 5.6186 329/1621 [=====>........................] - ETA: 14:20 - loss: 614.9987 - logits_profile_predictions_loss: 579.0594 - logcount_predictions_loss: 5.6155 330/1621 [=====>........................] - ETA: 14:19 - loss: 614.9160 - logits_profile_predictions_loss: 578.9968 - logcount_predictions_loss: 5.6123 331/1621 [=====>........................] - ETA: 14:18 - loss: 614.8331 - logits_profile_predictions_loss: 578.9338 - logcount_predictions_loss: 5.6092 332/1621 [=====>........................] - ETA: 14:18 - loss: 614.7499 - logits_profile_predictions_loss: 578.8706 - logcount_predictions_loss: 5.6061 333/1621 [=====>........................] - ETA: 14:17 - loss: 614.6686 - logits_profile_predictions_loss: 578.8090 - logcount_predictions_loss: 5.6030 334/1621 [=====>........................] - ETA: 14:17 - loss: 614.5879 - logits_profile_predictions_loss: 578.7479 - logcount_predictions_loss: 5.6000 335/1621 [=====>........................] - ETA: 14:16 - loss: 614.5081 - logits_profile_predictions_loss: 578.6876 - logcount_predictions_loss: 5.5969 336/1621 [=====>........................] - ETA: 14:15 - loss: 614.4296 - logits_profile_predictions_loss: 578.6283 - logcount_predictions_loss: 5.5939 337/1621 [=====>........................] - ETA: 14:15 - loss: 614.3507 - logits_profile_predictions_loss: 578.5687 - logcount_predictions_loss: 5.5909 338/1621 [=====>........................] - ETA: 14:14 - loss: 614.2712 - logits_profile_predictions_loss: 578.5084 - logcount_predictions_loss: 5.5879 339/1621 [=====>........................] - ETA: 14:14 - loss: 614.1941 - logits_profile_predictions_loss: 578.4504 - logcount_predictions_loss: 5.5849 340/1621 [=====>........................] - ETA: 14:13 - loss: 614.1167 - logits_profile_predictions_loss: 578.3919 - logcount_predictions_loss: 5.5820 341/1621 [=====>........................] - ETA: 14:12 - loss: 614.0384 - logits_profile_predictions_loss: 578.3325 - logcount_predictions_loss: 5.5790 342/1621 [=====>........................] - ETA: 14:12 - loss: 613.9599 - logits_profile_predictions_loss: 578.2729 - logcount_predictions_loss: 5.5761 343/1621 [=====>........................] - ETA: 14:11 - loss: 613.8805 - logits_profile_predictions_loss: 578.2122 - logcount_predictions_loss: 5.5731 344/1621 [=====>........................] - ETA: 14:11 - loss: 613.8010 - logits_profile_predictions_loss: 578.1514 - logcount_predictions_loss: 5.5702 345/1621 [=====>........................] - ETA: 14:10 - loss: 613.7224 - logits_profile_predictions_loss: 578.0914 - logcount_predictions_loss: 5.5673 346/1621 [=====>........................] - ETA: 14:09 - loss: 613.6454 - logits_profile_predictions_loss: 578.0328 - logcount_predictions_loss: 5.5644 347/1621 [=====>........................] - ETA: 14:09 - loss: 613.5698 - logits_profile_predictions_loss: 577.9755 - logcount_predictions_loss: 5.5616 348/1621 [=====>........................] - ETA: 14:08 - loss: 613.4947 - logits_profile_predictions_loss: 577.9185 - logcount_predictions_loss: 5.5587 349/1621 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logits_profile_predictions_loss: 534.0392 - logcount_predictions_loss: 4.1153 1604/1621 [============================>.] - ETA: 11s - loss: 560.3514 - logits_profile_predictions_loss: 534.0185 - logcount_predictions_loss: 4.1145 1605/1621 [============================>.] - ETA: 10s - loss: 560.3252 - logits_profile_predictions_loss: 533.9977 - logcount_predictions_loss: 4.1137 1606/1621 [============================>.] - ETA: 10s - loss: 560.2991 - logits_profile_predictions_loss: 533.9769 - logcount_predictions_loss: 4.1128 1607/1621 [============================>.] - ETA: 9s - loss: 560.2730 - logits_profile_predictions_loss: 533.9562 - logcount_predictions_loss: 4.1120  1608/1621 [============================>.] - ETA: 8s - loss: 560.2469 - logits_profile_predictions_loss: 533.9354 - logcount_predictions_loss: 4.1112 1609/1621 [============================>.] - ETA: 8s - loss: 560.2207 - logits_profile_predictions_loss: 533.9146 - logcount_predictions_loss: 4.1103 1610/1621 [============================>.] - ETA: 7s - loss: 560.1945 - logits_profile_predictions_loss: 533.8938 - logcount_predictions_loss: 4.1095 1611/1621 [============================>.] - ETA: 6s - loss: 560.1684 - logits_profile_predictions_loss: 533.8730 - logcount_predictions_loss: 4.1086 1612/1621 [============================>.] - ETA: 6s - loss: 560.1423 - logits_profile_predictions_loss: 533.8522 - logcount_predictions_loss: 4.1078 1613/1621 [============================>.] - ETA: 5s - loss: 560.1161 - logits_profile_predictions_loss: 533.8314 - logcount_predictions_loss: 4.1070 1614/1621 [============================>.] - ETA: 4s - loss: 560.0900 - logits_profile_predictions_loss: 533.8106 - logcount_predictions_loss: 4.1061 1615/1621 [============================>.] - ETA: 4s - loss: 560.0638 - logits_profile_predictions_loss: 533.7898 - logcount_predictions_loss: 4.1053 1616/1621 [============================>.] - ETA: 3s - loss: 560.0378 - logits_profile_predictions_loss: 533.7691 - logcount_predictions_loss: 4.1045 1617/1621 [============================>.] - ETA: 2s - loss: 560.0117 - logits_profile_predictions_loss: 533.7484 - logcount_predictions_loss: 4.1036 1618/1621 [============================>.] - ETA: 2s - loss: 559.9857 - logits_profile_predictions_loss: 533.7277 - logcount_predictions_loss: 4.1028 1619/1621 [============================>.] - ETA: 1s - loss: 559.9597 - logits_profile_predictions_loss: 533.7070 - logcount_predictions_loss: 4.1020 1620/1621 [============================>.] - ETA: 0s - loss: 559.9336 - logits_profile_predictions_loss: 533.6863 - logcount_predictions_loss: 4.1011 1621/1621 [==============================] - ETA: 0s - loss: 559.9076 - logits_profile_predictions_loss: 533.6656 - logcount_predictions_loss: 4.1003 1621/1621 [==============================] - 1147s 701ms/step - loss: 559.8816 - logits_profile_predictions_loss: 533.6449 - logcount_predictions_loss: 4.0995 - val_loss: 451.0710 - val_logits_profile_predictions_loss: 444.9743 - val_logcount_predictions_loss: 0.9526 + +Epoch 00001: val_loss improved from inf to 451.07095, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 2/50 + 1/1621 [..............................] - ETA: 18:34 - loss: 526.8441 - logits_profile_predictions_loss: 520.8409 - logcount_predictions_loss: 0.9380 2/1621 [..............................] - ETA: 17:28 - loss: 534.2938 - logits_profile_predictions_loss: 528.0068 - logcount_predictions_loss: 0.9824 3/1621 [..............................] - ETA: 17:29 - loss: 519.4020 - logits_profile_predictions_loss: 513.1243 - logcount_predictions_loss: 0.9809 4/1621 [..............................] - ETA: 17:29 - loss: 517.4565 - logits_profile_predictions_loss: 511.0209 - logcount_predictions_loss: 1.0056 5/1621 [..............................] - ETA: 17:29 - loss: 521.4747 - logits_profile_predictions_loss: 514.8256 - logcount_predictions_loss: 1.0389 6/1621 [..............................] - ETA: 17:28 - loss: 523.2548 - logits_profile_predictions_loss: 516.4360 - logcount_predictions_loss: 1.0654 7/1621 [..............................] - ETA: 17:28 - loss: 523.0614 - logits_profile_predictions_loss: 516.1603 - logcount_predictions_loss: 1.0783 8/1621 [..............................] - ETA: 17:28 - loss: 521.8357 - logits_profile_predictions_loss: 514.8561 - logcount_predictions_loss: 1.0905 9/1621 [..............................] - ETA: 17:28 - loss: 519.9076 - logits_profile_predictions_loss: 512.8686 - logcount_predictions_loss: 1.0998 10/1621 [..............................] - ETA: 17:27 - loss: 517.4532 - logits_profile_predictions_loss: 510.3896 - logcount_predictions_loss: 1.1037 11/1621 [..............................] - ETA: 17:27 - loss: 516.2033 - logits_profile_predictions_loss: 509.0896 - logcount_predictions_loss: 1.1115 12/1621 [..............................] - ETA: 17:28 - loss: 514.9600 - logits_profile_predictions_loss: 507.8018 - logcount_predictions_loss: 1.1185 13/1621 [..............................] - ETA: 17:27 - loss: 513.5940 - logits_profile_predictions_loss: 506.4054 - logcount_predictions_loss: 1.1232 14/1621 [..............................] - ETA: 17:27 - loss: 512.3776 - logits_profile_predictions_loss: 505.1652 - logcount_predictions_loss: 1.1269 15/1621 [..............................] - ETA: 17:27 - loss: 511.2675 - logits_profile_predictions_loss: 504.0351 - logcount_predictions_loss: 1.1301 16/1621 [..............................] - ETA: 17:26 - loss: 509.9862 - logits_profile_predictions_loss: 502.7325 - logcount_predictions_loss: 1.1334 17/1621 [..............................] - ETA: 17:26 - loss: 509.2935 - logits_profile_predictions_loss: 502.0054 - logcount_predictions_loss: 1.1388 18/1621 [..............................] - ETA: 17:26 - loss: 508.2939 - logits_profile_predictions_loss: 500.9728 - logcount_predictions_loss: 1.1439 19/1621 [..............................] - ETA: 17:25 - loss: 507.2206 - logits_profile_predictions_loss: 499.8666 - logcount_predictions_loss: 1.1491 20/1621 [..............................] - ETA: 17:25 - loss: 506.1158 - logits_profile_predictions_loss: 498.7371 - logcount_predictions_loss: 1.1529 21/1621 [..............................] - ETA: 17:24 - loss: 505.0238 - logits_profile_predictions_loss: 497.6210 - logcount_predictions_loss: 1.1567 22/1621 [..............................] - ETA: 17:24 - loss: 503.7813 - logits_profile_predictions_loss: 496.3615 - logcount_predictions_loss: 1.1593 23/1621 [..............................] - ETA: 17:24 - loss: 502.7143 - logits_profile_predictions_loss: 495.2783 - logcount_predictions_loss: 1.1619 24/1621 [..............................] - ETA: 17:23 - loss: 501.7522 - logits_profile_predictions_loss: 494.3028 - logcount_predictions_loss: 1.1640 25/1621 [..............................] - ETA: 17:23 - loss: 500.8158 - logits_profile_predictions_loss: 493.3560 - logcount_predictions_loss: 1.1656 26/1621 [..............................] - ETA: 17:22 - loss: 499.9778 - logits_profile_predictions_loss: 492.5082 - logcount_predictions_loss: 1.1671 27/1621 [..............................] - ETA: 17:22 - loss: 499.1084 - logits_profile_predictions_loss: 491.6334 - logcount_predictions_loss: 1.1680 28/1621 [..............................] - ETA: 17:21 - loss: 498.1229 - logits_profile_predictions_loss: 490.6449 - logcount_predictions_loss: 1.1684 29/1621 [..............................] - ETA: 17:21 - loss: 497.1497 - logits_profile_predictions_loss: 489.6701 - logcount_predictions_loss: 1.1687 30/1621 [..............................] - ETA: 17:20 - loss: 496.1343 - logits_profile_predictions_loss: 488.6547 - logcount_predictions_loss: 1.1687 31/1621 [..............................] - ETA: 17:20 - loss: 495.2892 - logits_profile_predictions_loss: 487.8082 - logcount_predictions_loss: 1.1689 32/1621 [..............................] - ETA: 17:19 - loss: 494.5874 - logits_profile_predictions_loss: 487.1054 - logcount_predictions_loss: 1.1691 33/1621 [..............................] - ETA: 17:18 - loss: 493.8090 - logits_profile_predictions_loss: 486.3266 - logcount_predictions_loss: 1.1691 34/1621 [..............................] - ETA: 17:18 - loss: 493.0827 - logits_profile_predictions_loss: 485.6003 - logcount_predictions_loss: 1.1691 35/1621 [..............................] - ETA: 17:17 - loss: 492.3641 - logits_profile_predictions_loss: 484.8832 - logcount_predictions_loss: 1.1689 36/1621 [..............................] - ETA: 17:17 - loss: 491.7550 - logits_profile_predictions_loss: 484.2754 - logcount_predictions_loss: 1.1687 37/1621 [..............................] - ETA: 17:17 - loss: 491.1327 - logits_profile_predictions_loss: 483.6538 - logcount_predictions_loss: 1.1686 38/1621 [..............................] - ETA: 17:16 - loss: 490.5375 - logits_profile_predictions_loss: 483.0586 - logcount_predictions_loss: 1.1686 39/1621 [..............................] - ETA: 17:15 - loss: 489.9920 - logits_profile_predictions_loss: 482.5141 - logcount_predictions_loss: 1.1684 40/1621 [..............................] - ETA: 17:15 - loss: 489.4796 - logits_profile_predictions_loss: 482.0033 - logcount_predictions_loss: 1.1682 41/1621 [..............................] - ETA: 17:14 - loss: 489.0908 - logits_profile_predictions_loss: 481.6147 - logcount_predictions_loss: 1.1681 42/1621 [..............................] - ETA: 17:14 - loss: 488.7464 - logits_profile_predictions_loss: 481.2710 - logcount_predictions_loss: 1.1680 43/1621 [..............................] - ETA: 17:13 - loss: 488.4316 - logits_profile_predictions_loss: 480.9558 - logcount_predictions_loss: 1.1681 44/1621 [..............................] - ETA: 17:13 - loss: 488.1398 - logits_profile_predictions_loss: 480.6640 - logcount_predictions_loss: 1.1681 45/1621 [..............................] - ETA: 17:12 - loss: 487.8139 - logits_profile_predictions_loss: 480.3376 - logcount_predictions_loss: 1.1682 46/1621 [..............................] - ETA: 17:12 - loss: 487.4767 - logits_profile_predictions_loss: 480.0008 - logcount_predictions_loss: 1.1681 47/1621 [..............................] - ETA: 17:11 - loss: 487.1443 - logits_profile_predictions_loss: 479.6689 - logcount_predictions_loss: 1.1680 48/1621 [..............................] - ETA: 17:11 - loss: 486.8442 - logits_profile_predictions_loss: 479.3692 - logcount_predictions_loss: 1.1680 49/1621 [..............................] - ETA: 17:10 - loss: 486.5554 - logits_profile_predictions_loss: 479.0808 - logcount_predictions_loss: 1.1679 50/1621 [..............................] - ETA: 17:10 - loss: 486.2842 - logits_profile_predictions_loss: 478.8094 - logcount_predictions_loss: 1.1679 51/1621 [..............................] - ETA: 17:09 - loss: 485.9847 - logits_profile_predictions_loss: 478.5095 - logcount_predictions_loss: 1.1680 52/1621 [..............................] - ETA: 17:09 - loss: 485.7024 - logits_profile_predictions_loss: 478.2262 - logcount_predictions_loss: 1.1682 53/1621 [..............................] - ETA: 17:08 - loss: 485.4734 - logits_profile_predictions_loss: 477.9962 - logcount_predictions_loss: 1.1683 54/1621 [..............................] - ETA: 17:08 - loss: 485.2324 - logits_profile_predictions_loss: 477.7544 - logcount_predictions_loss: 1.1684 55/1621 [>.............................] - ETA: 17:07 - loss: 484.9954 - logits_profile_predictions_loss: 477.5168 - logcount_predictions_loss: 1.1686 56/1621 [>.............................] - ETA: 17:07 - loss: 484.7698 - logits_profile_predictions_loss: 477.2909 - logcount_predictions_loss: 1.1686 57/1621 [>.............................] - ETA: 17:06 - loss: 484.5476 - logits_profile_predictions_loss: 477.0689 - logcount_predictions_loss: 1.1686 58/1621 [>.............................] - ETA: 17:06 - loss: 484.3493 - logits_profile_predictions_loss: 476.8706 - logcount_predictions_loss: 1.1686 59/1621 [>.............................] - ETA: 17:05 - loss: 484.2033 - logits_profile_predictions_loss: 476.7244 - logcount_predictions_loss: 1.1686 60/1621 [>.............................] - ETA: 17:05 - loss: 484.0767 - logits_profile_predictions_loss: 476.5981 - logcount_predictions_loss: 1.1686 61/1621 [>.............................] - ETA: 17:04 - loss: 483.9195 - logits_profile_predictions_loss: 476.4413 - logcount_predictions_loss: 1.1685 62/1621 [>.............................] - ETA: 17:03 - loss: 483.7369 - logits_profile_predictions_loss: 476.2588 - logcount_predictions_loss: 1.1685 63/1621 [>.............................] - ETA: 17:03 - loss: 483.5619 - logits_profile_predictions_loss: 476.0841 - logcount_predictions_loss: 1.1684 64/1621 [>.............................] - ETA: 17:02 - loss: 483.4356 - logits_profile_predictions_loss: 475.9569 - logcount_predictions_loss: 1.1686 65/1621 [>.............................] - ETA: 17:02 - loss: 483.2980 - logits_profile_predictions_loss: 475.8183 - logcount_predictions_loss: 1.1687 66/1621 [>.............................] - ETA: 17:01 - loss: 483.1610 - logits_profile_predictions_loss: 475.6801 - logcount_predictions_loss: 1.1689 67/1621 [>.............................] - ETA: 17:01 - loss: 483.0163 - logits_profile_predictions_loss: 475.5341 - logcount_predictions_loss: 1.1691 68/1621 [>.............................] - ETA: 17:00 - loss: 482.8638 - logits_profile_predictions_loss: 475.3806 - logcount_predictions_loss: 1.1693 69/1621 [>.............................] - ETA: 16:59 - loss: 482.7183 - logits_profile_predictions_loss: 475.2340 - logcount_predictions_loss: 1.1694 70/1621 [>.............................] - ETA: 16:59 - loss: 482.5671 - logits_profile_predictions_loss: 475.0821 - logcount_predictions_loss: 1.1695 71/1621 [>.............................] - ETA: 16:58 - loss: 482.4240 - logits_profile_predictions_loss: 474.9388 - logcount_predictions_loss: 1.1696 72/1621 [>.............................] - ETA: 16:58 - loss: 482.2677 - logits_profile_predictions_loss: 474.7819 - logcount_predictions_loss: 1.1697 73/1621 [>.............................] - ETA: 16:57 - loss: 482.1316 - logits_profile_predictions_loss: 474.6450 - logcount_predictions_loss: 1.1698 74/1621 [>.............................] - ETA: 16:57 - loss: 481.9762 - logits_profile_predictions_loss: 474.4889 - logcount_predictions_loss: 1.1699 75/1621 [>.............................] - ETA: 16:56 - loss: 481.8377 - logits_profile_predictions_loss: 474.3494 - logcount_predictions_loss: 1.1701 76/1621 [>.............................] - ETA: 16:56 - loss: 481.7248 - logits_profile_predictions_loss: 474.2356 - logcount_predictions_loss: 1.1702 77/1621 [>.............................] - ETA: 16:55 - loss: 481.6239 - logits_profile_predictions_loss: 474.1336 - logcount_predictions_loss: 1.1704 78/1621 [>.............................] - ETA: 16:54 - loss: 481.5437 - logits_profile_predictions_loss: 474.0518 - logcount_predictions_loss: 1.1706 79/1621 [>.............................] - ETA: 16:54 - loss: 481.4641 - logits_profile_predictions_loss: 473.9704 - logcount_predictions_loss: 1.1709 80/1621 [>.............................] - ETA: 16:53 - loss: 481.3864 - logits_profile_predictions_loss: 473.8913 - logcount_predictions_loss: 1.1711 81/1621 [>.............................] - ETA: 16:53 - loss: 481.3120 - logits_profile_predictions_loss: 473.8154 - logcount_predictions_loss: 1.1714 82/1621 [>.............................] - ETA: 16:52 - loss: 481.2188 - logits_profile_predictions_loss: 473.7210 - logcount_predictions_loss: 1.1716 83/1621 [>.............................] - ETA: 16:52 - loss: 481.1146 - logits_profile_predictions_loss: 473.6154 - logcount_predictions_loss: 1.1718 84/1621 [>.............................] - ETA: 16:51 - loss: 481.0177 - logits_profile_predictions_loss: 473.5174 - logcount_predictions_loss: 1.1719 85/1621 [>.............................] - ETA: 16:50 - loss: 480.9064 - logits_profile_predictions_loss: 473.4052 - logcount_predictions_loss: 1.1721 86/1621 [>.............................] - ETA: 16:50 - loss: 480.8036 - logits_profile_predictions_loss: 473.3012 - logcount_predictions_loss: 1.1723 87/1621 [>.............................] - ETA: 16:49 - loss: 480.7042 - logits_profile_predictions_loss: 473.2006 - logcount_predictions_loss: 1.1725 88/1621 [>.............................] - ETA: 16:49 - loss: 480.5994 - logits_profile_predictions_loss: 473.0947 - logcount_predictions_loss: 1.1726 89/1621 [>.............................] - ETA: 16:48 - loss: 480.4870 - logits_profile_predictions_loss: 472.9812 - logcount_predictions_loss: 1.1728 90/1621 [>.............................] - ETA: 16:47 - loss: 480.3824 - logits_profile_predictions_loss: 472.8757 - logcount_predictions_loss: 1.1729 91/1621 [>.............................] - ETA: 16:47 - loss: 480.2805 - logits_profile_predictions_loss: 472.7729 - logcount_predictions_loss: 1.1731 92/1621 [>.............................] - ETA: 16:46 - loss: 480.2036 - logits_profile_predictions_loss: 472.6950 - logcount_predictions_loss: 1.1732 93/1621 [>.............................] - ETA: 16:46 - loss: 480.1141 - logits_profile_predictions_loss: 472.6047 - logcount_predictions_loss: 1.1734 94/1621 [>.............................] - ETA: 16:45 - loss: 480.0207 - logits_profile_predictions_loss: 472.5107 - logcount_predictions_loss: 1.1734 95/1621 [>.............................] - ETA: 16:45 - loss: 479.9354 - logits_profile_predictions_loss: 472.4250 - logcount_predictions_loss: 1.1735 96/1621 [>.............................] - ETA: 16:44 - loss: 479.8344 - logits_profile_predictions_loss: 472.3238 - logcount_predictions_loss: 1.1735 97/1621 [>.............................] - ETA: 16:44 - loss: 479.7357 - 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[>.............................] - ETA: 16:40 - loss: 479.2274 - logits_profile_predictions_loss: 471.7162 - logcount_predictions_loss: 1.1736 105/1621 [>.............................] - ETA: 16:39 - loss: 479.1869 - logits_profile_predictions_loss: 471.6755 - logcount_predictions_loss: 1.1737 106/1621 [>.............................] - ETA: 16:39 - loss: 479.1617 - logits_profile_predictions_loss: 471.6501 - logcount_predictions_loss: 1.1737 107/1621 [>.............................] - ETA: 16:38 - loss: 479.1377 - logits_profile_predictions_loss: 471.6260 - logcount_predictions_loss: 1.1737 108/1621 [>.............................] - ETA: 16:38 - loss: 479.1080 - logits_profile_predictions_loss: 471.5961 - logcount_predictions_loss: 1.1738 109/1621 [=>............................] - ETA: 16:37 - loss: 479.0702 - logits_profile_predictions_loss: 471.5582 - logcount_predictions_loss: 1.1738 110/1621 [=>............................] - ETA: 16:36 - loss: 479.0309 - 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[..............................] - ETA: 17:27 - loss: 436.7257 - logits_profile_predictions_loss: 429.5576 - logcount_predictions_loss: 1.1200 9/1621 [..............................] - ETA: 17:27 - loss: 434.5033 - logits_profile_predictions_loss: 427.3885 - logcount_predictions_loss: 1.1117 10/1621 [..............................] - ETA: 17:27 - loss: 433.5320 - logits_profile_predictions_loss: 426.4397 - logcount_predictions_loss: 1.1082 11/1621 [..............................] - ETA: 17:26 - loss: 432.2241 - logits_profile_predictions_loss: 425.1641 - logcount_predictions_loss: 1.1031 12/1621 [..............................] - ETA: 17:26 - loss: 432.0916 - logits_profile_predictions_loss: 425.0489 - logcount_predictions_loss: 1.1004 13/1621 [..............................] - ETA: 17:26 - loss: 432.2776 - logits_profile_predictions_loss: 425.2467 - logcount_predictions_loss: 1.0986 14/1621 [..............................] - ETA: 17:26 - loss: 432.6889 - 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[============================>.] - ETA: 26s - loss: 444.3697 - logits_profile_predictions_loss: 438.0432 - logcount_predictions_loss: 0.9885 1582/1621 [============================>.] - ETA: 26s - loss: 444.3681 - logits_profile_predictions_loss: 438.0418 - logcount_predictions_loss: 0.9885 1583/1621 [============================>.] - ETA: 25s - loss: 444.3665 - logits_profile_predictions_loss: 438.0403 - logcount_predictions_loss: 0.9885 1584/1621 [============================>.] - ETA: 24s - loss: 444.3649 - logits_profile_predictions_loss: 438.0388 - logcount_predictions_loss: 0.9885 1585/1621 [============================>.] - ETA: 24s - loss: 444.3634 - logits_profile_predictions_loss: 438.0373 - logcount_predictions_loss: 0.9885 1586/1621 [============================>.] - ETA: 23s - loss: 444.3619 - logits_profile_predictions_loss: 438.0359 - logcount_predictions_loss: 0.9884 1587/1621 [============================>.] - ETA: 22s - loss: 444.3603 - 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[============================>.] - ETA: 18s - loss: 444.3500 - logits_profile_predictions_loss: 438.0248 - logcount_predictions_loss: 0.9883 1595/1621 [============================>.] - ETA: 17s - loss: 444.3487 - logits_profile_predictions_loss: 438.0235 - logcount_predictions_loss: 0.9883 1596/1621 [============================>.] - ETA: 16s - loss: 444.3472 - logits_profile_predictions_loss: 438.0221 - logcount_predictions_loss: 0.9883 1597/1621 [============================>.] - ETA: 16s - loss: 444.3458 - logits_profile_predictions_loss: 438.0208 - logcount_predictions_loss: 0.9883 1598/1621 [============================>.] - ETA: 15s - loss: 444.3444 - logits_profile_predictions_loss: 438.0195 - logcount_predictions_loss: 0.9883 1599/1621 [============================>.] - ETA: 14s - loss: 444.3429 - logits_profile_predictions_loss: 438.0182 - logcount_predictions_loss: 0.9883 1600/1621 [============================>.] - ETA: 14s - loss: 444.3415 - logits_profile_predictions_loss: 438.0168 - logcount_predictions_loss: 0.9882 1601/1621 [============================>.] - ETA: 13s - loss: 444.3401 - logits_profile_predictions_loss: 438.0155 - logcount_predictions_loss: 0.9882 1602/1621 [============================>.] - ETA: 12s - loss: 444.3387 - logits_profile_predictions_loss: 438.0142 - logcount_predictions_loss: 0.9882 1603/1621 [============================>.] - ETA: 12s - loss: 444.3372 - logits_profile_predictions_loss: 438.0128 - logcount_predictions_loss: 0.9882 1604/1621 [============================>.] - ETA: 11s - loss: 444.3357 - logits_profile_predictions_loss: 438.0114 - logcount_predictions_loss: 0.9882 1605/1621 [============================>.] - ETA: 10s - loss: 444.3343 - logits_profile_predictions_loss: 438.0100 - logcount_predictions_loss: 0.9882 1606/1621 [============================>.] - ETA: 10s - loss: 444.3329 - logits_profile_predictions_loss: 438.0087 - logcount_predictions_loss: 0.9882 1607/1621 [============================>.] - ETA: 9s - loss: 444.3314 - logits_profile_predictions_loss: 438.0074 - logcount_predictions_loss: 0.9881  1608/1621 [============================>.] - ETA: 8s - loss: 444.3300 - logits_profile_predictions_loss: 438.0061 - logcount_predictions_loss: 0.9881 1609/1621 [============================>.] - ETA: 8s - loss: 444.3286 - logits_profile_predictions_loss: 438.0048 - logcount_predictions_loss: 0.9881 1610/1621 [============================>.] - ETA: 7s - loss: 444.3272 - logits_profile_predictions_loss: 438.0035 - logcount_predictions_loss: 0.9881 1611/1621 [============================>.] - ETA: 6s - loss: 444.3258 - logits_profile_predictions_loss: 438.0022 - logcount_predictions_loss: 0.9881 1612/1621 [============================>.] - ETA: 6s - loss: 444.3244 - logits_profile_predictions_loss: 438.0008 - logcount_predictions_loss: 0.9881 1613/1621 [============================>.] - ETA: 5s - loss: 444.3230 - logits_profile_predictions_loss: 437.9995 - logcount_predictions_loss: 0.9881 1614/1621 [============================>.] - ETA: 4s - loss: 444.3216 - logits_profile_predictions_loss: 437.9982 - logcount_predictions_loss: 0.9880 1615/1621 [============================>.] - ETA: 4s - loss: 444.3201 - logits_profile_predictions_loss: 437.9968 - logcount_predictions_loss: 0.9880 1616/1621 [============================>.] - ETA: 3s - loss: 444.3186 - logits_profile_predictions_loss: 437.9954 - logcount_predictions_loss: 0.9880 1617/1621 [============================>.] - ETA: 2s - loss: 444.3171 - logits_profile_predictions_loss: 437.9940 - logcount_predictions_loss: 0.9880 1618/1621 [============================>.] - ETA: 2s - loss: 444.3157 - logits_profile_predictions_loss: 437.9927 - logcount_predictions_loss: 0.9880 1619/1621 [============================>.] - ETA: 1s - loss: 444.3142 - logits_profile_predictions_loss: 437.9913 - logcount_predictions_loss: 0.9880 1620/1621 [============================>.] - ETA: 0s - loss: 444.3128 - logits_profile_predictions_loss: 437.9900 - logcount_predictions_loss: 0.9879 1621/1621 [==============================] - ETA: 0s - loss: 444.3114 - logits_profile_predictions_loss: 437.9887 - logcount_predictions_loss: 0.9879 1621/1621 [==============================] - 1127s 695ms/step - loss: 444.3100 - logits_profile_predictions_loss: 437.9873 - logcount_predictions_loss: 0.9879 - val_loss: 429.4767 - val_logits_profile_predictions_loss: 424.6384 - val_logcount_predictions_loss: 0.7560 + +Epoch 00003: val_loss improved from 434.64651 to 429.47668, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 4/50 + 1/1621 [..............................] - ETA: 18:32 - loss: 414.9925 - logits_profile_predictions_loss: 409.1494 - logcount_predictions_loss: 0.9130 2/1621 [..............................] - ETA: 17:27 - loss: 463.3582 - logits_profile_predictions_loss: 457.6035 - logcount_predictions_loss: 0.8992 3/1621 [..............................] - ETA: 17:27 - loss: 490.5163 - logits_profile_predictions_loss: 484.6239 - logcount_predictions_loss: 0.9207 4/1621 [..............................] - ETA: 17:27 - loss: 502.2707 - logits_profile_predictions_loss: 496.3703 - logcount_predictions_loss: 0.9219 5/1621 [..............................] - ETA: 17:27 - loss: 505.5745 - logits_profile_predictions_loss: 499.6759 - logcount_predictions_loss: 0.9216 6/1621 [..............................] - ETA: 17:27 - loss: 504.4336 - logits_profile_predictions_loss: 498.5566 - logcount_predictions_loss: 0.9183 7/1621 [..............................] - ETA: 17:27 - loss: 505.8610 - logits_profile_predictions_loss: 500.0264 - logcount_predictions_loss: 0.9116 8/1621 [..............................] - ETA: 17:27 - loss: 505.8449 - logits_profile_predictions_loss: 500.0311 - logcount_predictions_loss: 0.9084 9/1621 [..............................] - ETA: 17:26 - loss: 503.9431 - logits_profile_predictions_loss: 498.1421 - logcount_predictions_loss: 0.9064 10/1621 [..............................] - ETA: 17:27 - loss: 502.4903 - logits_profile_predictions_loss: 496.7069 - logcount_predictions_loss: 0.9037 11/1621 [..............................] - ETA: 17:26 - loss: 500.2331 - logits_profile_predictions_loss: 494.4611 - logcount_predictions_loss: 0.9019 12/1621 [..............................] - ETA: 17:26 - loss: 498.4136 - logits_profile_predictions_loss: 492.6543 - logcount_predictions_loss: 0.8999 13/1621 [..............................] - ETA: 17:26 - loss: 496.2752 - logits_profile_predictions_loss: 490.5305 - logcount_predictions_loss: 0.8976 14/1621 [..............................] - ETA: 17:25 - loss: 494.5935 - logits_profile_predictions_loss: 488.8642 - logcount_predictions_loss: 0.8952 15/1621 [..............................] - ETA: 17:25 - loss: 492.9194 - logits_profile_predictions_loss: 487.2002 - logcount_predictions_loss: 0.8936 16/1621 [..............................] - ETA: 17:25 - loss: 491.5308 - logits_profile_predictions_loss: 485.8199 - logcount_predictions_loss: 0.8923 17/1621 [..............................] - ETA: 17:24 - loss: 490.3224 - logits_profile_predictions_loss: 484.6127 - logcount_predictions_loss: 0.8921 18/1621 [..............................] - ETA: 17:24 - loss: 488.7857 - logits_profile_predictions_loss: 483.0786 - logcount_predictions_loss: 0.8917 19/1621 [..............................] - ETA: 17:24 - loss: 487.1861 - logits_profile_predictions_loss: 481.4801 - logcount_predictions_loss: 0.8916 20/1621 [..............................] - ETA: 17:23 - loss: 485.4140 - logits_profile_predictions_loss: 479.7107 - logcount_predictions_loss: 0.8911 21/1621 [..............................] - ETA: 17:23 - loss: 483.8938 - logits_profile_predictions_loss: 478.1978 - logcount_predictions_loss: 0.8900 22/1621 [..............................] - ETA: 17:22 - loss: 482.3989 - logits_profile_predictions_loss: 476.7105 - logcount_predictions_loss: 0.8888 23/1621 [..............................] - ETA: 17:22 - loss: 480.9182 - logits_profile_predictions_loss: 475.2384 - logcount_predictions_loss: 0.8875 24/1621 [..............................] - ETA: 17:21 - loss: 479.4881 - logits_profile_predictions_loss: 473.8168 - logcount_predictions_loss: 0.8861 25/1621 [..............................] - ETA: 17:21 - loss: 478.1529 - logits_profile_predictions_loss: 472.4899 - logcount_predictions_loss: 0.8848 26/1621 [..............................] - ETA: 17:20 - loss: 476.9056 - logits_profile_predictions_loss: 471.2506 - logcount_predictions_loss: 0.8836 27/1621 [..............................] - ETA: 17:20 - loss: 475.6420 - logits_profile_predictions_loss: 469.9954 - logcount_predictions_loss: 0.8823 28/1621 [..............................] - ETA: 17:19 - loss: 474.3408 - logits_profile_predictions_loss: 468.7034 - logcount_predictions_loss: 0.8809 29/1621 [..............................] - ETA: 17:19 - loss: 473.1413 - logits_profile_predictions_loss: 467.5128 - logcount_predictions_loss: 0.8795 30/1621 [..............................] - ETA: 17:18 - loss: 472.0659 - logits_profile_predictions_loss: 466.4455 - logcount_predictions_loss: 0.8782 31/1621 [..............................] - ETA: 17:18 - loss: 471.0490 - logits_profile_predictions_loss: 465.4331 - logcount_predictions_loss: 0.8775 32/1621 [..............................] - ETA: 17:17 - loss: 469.9511 - logits_profile_predictions_loss: 464.3411 - logcount_predictions_loss: 0.8766 33/1621 [..............................] - ETA: 17:17 - loss: 468.9135 - logits_profile_predictions_loss: 463.3069 - logcount_predictions_loss: 0.8760 34/1621 [..............................] - ETA: 17:16 - loss: 467.9901 - logits_profile_predictions_loss: 462.3852 - logcount_predictions_loss: 0.8758 35/1621 [..............................] - ETA: 17:16 - loss: 467.0970 - logits_profile_predictions_loss: 461.4931 - logcount_predictions_loss: 0.8756 36/1621 [..............................] - ETA: 17:15 - loss: 466.2927 - logits_profile_predictions_loss: 460.6880 - logcount_predictions_loss: 0.8757 37/1621 [..............................] - ETA: 17:15 - loss: 465.5978 - logits_profile_predictions_loss: 459.9935 - logcount_predictions_loss: 0.8757 38/1621 [..............................] - ETA: 17:14 - loss: 464.9482 - logits_profile_predictions_loss: 459.3439 - logcount_predictions_loss: 0.8757 39/1621 [..............................] - ETA: 17:13 - loss: 464.3052 - logits_profile_predictions_loss: 458.7001 - logcount_predictions_loss: 0.8758 40/1621 [..............................] - ETA: 17:13 - loss: 463.7125 - logits_profile_predictions_loss: 458.1062 - logcount_predictions_loss: 0.8760 41/1621 [..............................] - ETA: 17:12 - loss: 463.1025 - logits_profile_predictions_loss: 457.4948 - logcount_predictions_loss: 0.8762 42/1621 [..............................] - ETA: 17:12 - loss: 462.5235 - logits_profile_predictions_loss: 456.9151 - logcount_predictions_loss: 0.8763 43/1621 [..............................] - ETA: 17:11 - loss: 462.0473 - logits_profile_predictions_loss: 456.4382 - logcount_predictions_loss: 0.8764 44/1621 [..............................] - ETA: 17:11 - loss: 461.6011 - logits_profile_predictions_loss: 455.9913 - logcount_predictions_loss: 0.8765 45/1621 [..............................] - ETA: 17:10 - loss: 461.1716 - logits_profile_predictions_loss: 455.5595 - logcount_predictions_loss: 0.8769 46/1621 [..............................] - ETA: 17:10 - loss: 460.7182 - logits_profile_predictions_loss: 455.1009 - logcount_predictions_loss: 0.8777 47/1621 [..............................] - ETA: 17:09 - loss: 460.3043 - logits_profile_predictions_loss: 454.6798 - logcount_predictions_loss: 0.8788 48/1621 [..............................] - ETA: 17:09 - loss: 459.8826 - logits_profile_predictions_loss: 454.2512 - logcount_predictions_loss: 0.8799 49/1621 [..............................] - ETA: 17:08 - loss: 459.5055 - logits_profile_predictions_loss: 453.8663 - logcount_predictions_loss: 0.8811 50/1621 [..............................] - ETA: 17:07 - loss: 459.1607 - logits_profile_predictions_loss: 453.5136 - logcount_predictions_loss: 0.8824 51/1621 [..............................] - ETA: 17:07 - loss: 458.7975 - logits_profile_predictions_loss: 453.1433 - logcount_predictions_loss: 0.8835 52/1621 [..............................] - ETA: 17:06 - loss: 458.4497 - logits_profile_predictions_loss: 452.7879 - logcount_predictions_loss: 0.8847 53/1621 [..............................] - ETA: 17:06 - loss: 458.0740 - logits_profile_predictions_loss: 452.4044 - logcount_predictions_loss: 0.8859 54/1621 [..............................] - ETA: 17:05 - loss: 457.7194 - logits_profile_predictions_loss: 452.0416 - logcount_predictions_loss: 0.8872 55/1621 [>.............................] - ETA: 17:05 - loss: 457.3666 - logits_profile_predictions_loss: 451.6806 - logcount_predictions_loss: 0.8885 56/1621 [>.............................] - ETA: 17:04 - loss: 457.0516 - logits_profile_predictions_loss: 451.3571 - logcount_predictions_loss: 0.8898 57/1621 [>.............................] - ETA: 17:04 - loss: 456.7351 - logits_profile_predictions_loss: 451.0329 - logcount_predictions_loss: 0.8910 58/1621 [>.............................] - ETA: 17:03 - loss: 456.4352 - logits_profile_predictions_loss: 450.7256 - logcount_predictions_loss: 0.8921 59/1621 [>.............................] - ETA: 17:03 - loss: 456.1449 - logits_profile_predictions_loss: 450.4290 - logcount_predictions_loss: 0.8931 60/1621 [>.............................] - ETA: 17:02 - loss: 455.8419 - logits_profile_predictions_loss: 450.1204 - logcount_predictions_loss: 0.8940 61/1621 [>.............................] - ETA: 17:02 - loss: 455.5276 - logits_profile_predictions_loss: 449.8006 - logcount_predictions_loss: 0.8949 62/1621 [>.............................] - ETA: 17:01 - loss: 455.2074 - logits_profile_predictions_loss: 449.4754 - logcount_predictions_loss: 0.8956 63/1621 [>.............................] - ETA: 17:01 - loss: 454.8902 - logits_profile_predictions_loss: 449.1534 - logcount_predictions_loss: 0.8964 64/1621 [>.............................] - ETA: 17:00 - loss: 454.5961 - logits_profile_predictions_loss: 448.8544 - logcount_predictions_loss: 0.8971 65/1621 [>.............................] - ETA: 16:59 - loss: 454.2964 - logits_profile_predictions_loss: 448.5501 - logcount_predictions_loss: 0.8979 66/1621 [>.............................] - ETA: 16:59 - loss: 454.0449 - logits_profile_predictions_loss: 448.2935 - logcount_predictions_loss: 0.8987 67/1621 [>.............................] - ETA: 16:58 - loss: 453.7944 - logits_profile_predictions_loss: 448.0381 - logcount_predictions_loss: 0.8994 68/1621 [>.............................] - ETA: 16:58 - loss: 453.5759 - 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[>.............................] - ETA: 16:54 - loss: 452.2433 - logits_profile_predictions_loss: 446.4563 - logcount_predictions_loss: 0.9042 76/1621 [>.............................] - ETA: 16:53 - loss: 452.0885 - logits_profile_predictions_loss: 446.2991 - logcount_predictions_loss: 0.9046 77/1621 [>.............................] - ETA: 16:53 - loss: 451.9370 - logits_profile_predictions_loss: 446.1453 - logcount_predictions_loss: 0.9050 78/1621 [>.............................] - ETA: 16:52 - loss: 451.7704 - logits_profile_predictions_loss: 445.9767 - logcount_predictions_loss: 0.9053 79/1621 [>.............................] - ETA: 16:52 - loss: 451.6010 - logits_profile_predictions_loss: 445.8053 - logcount_predictions_loss: 0.9056 80/1621 [>.............................] - ETA: 16:51 - loss: 451.4209 - logits_profile_predictions_loss: 445.6232 - logcount_predictions_loss: 0.9059 81/1621 [>.............................] - ETA: 16:51 - loss: 451.2436 - 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[====>.........................] - ETA: 14:33 - loss: 439.7914 - logits_profile_predictions_loss: 433.9709 - logcount_predictions_loss: 0.9094 310/1621 [====>.........................] - ETA: 14:33 - loss: 439.7773 - logits_profile_predictions_loss: 433.9567 - logcount_predictions_loss: 0.9095 311/1621 [====>.........................] - ETA: 14:32 - loss: 439.7622 - logits_profile_predictions_loss: 433.9415 - logcount_predictions_loss: 0.9095 312/1621 [====>.........................] - ETA: 14:31 - loss: 439.7474 - logits_profile_predictions_loss: 433.9267 - logcount_predictions_loss: 0.9095 313/1621 [====>.........................] - ETA: 14:31 - loss: 439.7322 - logits_profile_predictions_loss: 433.9113 - logcount_predictions_loss: 0.9095 314/1621 [====>.........................] - ETA: 14:30 - loss: 439.7168 - logits_profile_predictions_loss: 433.8958 - logcount_predictions_loss: 0.9095 315/1621 [====>.........................] - ETA: 14:29 - loss: 439.7007 - 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[====>.........................] - ETA: 14:25 - loss: 439.5926 - logits_profile_predictions_loss: 433.7711 - logcount_predictions_loss: 0.9096 323/1621 [====>.........................] - ETA: 14:24 - loss: 439.5768 - logits_profile_predictions_loss: 433.7551 - logcount_predictions_loss: 0.9096 324/1621 [====>.........................] - ETA: 14:23 - loss: 439.5608 - logits_profile_predictions_loss: 433.7391 - logcount_predictions_loss: 0.9096 325/1621 [=====>........................] - ETA: 14:23 - loss: 439.5443 - logits_profile_predictions_loss: 433.7225 - logcount_predictions_loss: 0.9096 326/1621 [=====>........................] - ETA: 14:22 - loss: 439.5273 - logits_profile_predictions_loss: 433.7055 - logcount_predictions_loss: 0.9096 327/1621 [=====>........................] - ETA: 14:22 - loss: 439.5105 - logits_profile_predictions_loss: 433.6886 - logcount_predictions_loss: 0.9097 328/1621 [=====>........................] - ETA: 14:21 - loss: 439.4941 - 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[=====>........................] - ETA: 14:16 - loss: 439.3833 - logits_profile_predictions_loss: 433.5607 - logcount_predictions_loss: 0.9098 336/1621 [=====>........................] - ETA: 14:16 - loss: 439.3687 - logits_profile_predictions_loss: 433.5460 - logcount_predictions_loss: 0.9098 337/1621 [=====>........................] - ETA: 14:15 - loss: 439.3548 - logits_profile_predictions_loss: 433.5321 - logcount_predictions_loss: 0.9098 338/1621 [=====>........................] - ETA: 14:14 - loss: 439.3410 - logits_profile_predictions_loss: 433.5181 - logcount_predictions_loss: 0.9098 339/1621 [=====>........................] - ETA: 14:14 - loss: 439.3265 - logits_profile_predictions_loss: 433.5035 - logcount_predictions_loss: 0.9098 340/1621 [=====>........................] - ETA: 14:13 - loss: 439.3127 - logits_profile_predictions_loss: 433.4896 - logcount_predictions_loss: 0.9098 341/1621 [=====>........................] - ETA: 14:12 - loss: 439.2993 - 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[=====>........................] - ETA: 14:08 - loss: 439.1965 - logits_profile_predictions_loss: 433.3722 - logcount_predictions_loss: 0.9100 349/1621 [=====>........................] - ETA: 14:07 - loss: 439.1819 - logits_profile_predictions_loss: 433.3574 - logcount_predictions_loss: 0.9101 350/1621 [=====>........................] - ETA: 14:07 - loss: 439.1670 - logits_profile_predictions_loss: 433.3424 - logcount_predictions_loss: 0.9101 351/1621 [=====>........................] - ETA: 14:06 - loss: 439.1524 - logits_profile_predictions_loss: 433.3276 - logcount_predictions_loss: 0.9101 352/1621 [=====>........................] - ETA: 14:05 - loss: 439.1382 - logits_profile_predictions_loss: 433.3132 - logcount_predictions_loss: 0.9101 353/1621 [=====>........................] - ETA: 14:05 - loss: 439.1232 - logits_profile_predictions_loss: 433.2980 - logcount_predictions_loss: 0.9102 354/1621 [=====>........................] - ETA: 14:04 - loss: 439.1077 - 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[=====>........................] - ETA: 13:59 - loss: 438.9978 - logits_profile_predictions_loss: 433.1716 - logcount_predictions_loss: 0.9103 362/1621 [=====>........................] - ETA: 13:59 - loss: 438.9811 - logits_profile_predictions_loss: 433.1547 - logcount_predictions_loss: 0.9104 363/1621 [=====>........................] - ETA: 13:58 - loss: 438.9640 - logits_profile_predictions_loss: 433.1375 - logcount_predictions_loss: 0.9104 364/1621 [=====>........................] - ETA: 13:57 - loss: 438.9463 - logits_profile_predictions_loss: 433.1197 - logcount_predictions_loss: 0.9104 365/1621 [=====>........................] - ETA: 13:57 - loss: 438.9301 - logits_profile_predictions_loss: 433.1033 - logcount_predictions_loss: 0.9104 366/1621 [=====>........................] - ETA: 13:56 - loss: 438.9136 - logits_profile_predictions_loss: 433.0867 - logcount_predictions_loss: 0.9104 367/1621 [=====>........................] - ETA: 13:56 - loss: 438.8973 - 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429.6245 - logcount_predictions_loss: 0.9101 1616/1621 [============================>.] - ETA: 3s - loss: 435.4482 - logits_profile_predictions_loss: 429.6233 - logcount_predictions_loss: 0.9101 1617/1621 [============================>.] - ETA: 2s - loss: 435.4470 - logits_profile_predictions_loss: 429.6221 - logcount_predictions_loss: 0.9101 1618/1621 [============================>.] - ETA: 2s - loss: 435.4457 - logits_profile_predictions_loss: 429.6208 - logcount_predictions_loss: 0.9101 1619/1621 [============================>.] - ETA: 1s - loss: 435.4444 - logits_profile_predictions_loss: 429.6196 - logcount_predictions_loss: 0.9101 1620/1621 [============================>.] - ETA: 0s - loss: 435.4431 - logits_profile_predictions_loss: 429.6183 - logcount_predictions_loss: 0.9101 1621/1621 [==============================] - ETA: 0s - loss: 435.4417 - logits_profile_predictions_loss: 429.6170 - logcount_predictions_loss: 0.9101 1621/1621 [==============================] - 1123s 693ms/step - loss: 435.4404 - logits_profile_predictions_loss: 429.6157 - logcount_predictions_loss: 0.9101 - val_loss: 422.5796 - val_logits_profile_predictions_loss: 417.7562 - val_logcount_predictions_loss: 0.7536 + +Epoch 00004: val_loss improved from 429.47668 to 422.57956, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 5/50 + 1/1621 [..............................] - ETA: 18:53 - loss: 373.1371 - logits_profile_predictions_loss: 365.2016 - logcount_predictions_loss: 1.2399 2/1621 [..............................] - ETA: 17:28 - loss: 401.7380 - logits_profile_predictions_loss: 394.3524 - logcount_predictions_loss: 1.1540 3/1621 [..............................] - ETA: 17:28 - loss: 418.2285 - logits_profile_predictions_loss: 411.1777 - logcount_predictions_loss: 1.1017 4/1621 [..............................] - ETA: 17:28 - loss: 423.5818 - logits_profile_predictions_loss: 416.8128 - logcount_predictions_loss: 1.0576 5/1621 [..............................] - 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[===>..........................] - ETA: 15:07 - loss: 435.3414 - logits_profile_predictions_loss: 429.5220 - logcount_predictions_loss: 0.9093 260/1621 [===>..........................] - ETA: 15:06 - loss: 435.3192 - logits_profile_predictions_loss: 429.5002 - logcount_predictions_loss: 0.9092 261/1621 [===>..........................] - ETA: 15:05 - loss: 435.2977 - logits_profile_predictions_loss: 429.4792 - logcount_predictions_loss: 0.9091 262/1621 [===>..........................] - ETA: 15:05 - loss: 435.2754 - logits_profile_predictions_loss: 429.4574 - logcount_predictions_loss: 0.9091 263/1621 [===>..........................] - ETA: 15:04 - loss: 435.2537 - logits_profile_predictions_loss: 429.4361 - logcount_predictions_loss: 0.9090 264/1621 [===>..........................] - ETA: 15:03 - loss: 435.2341 - logits_profile_predictions_loss: 429.4169 - logcount_predictions_loss: 0.9089 265/1621 [===>..........................] - ETA: 15:03 - loss: 435.2123 - 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[=====>........................] - ETA: 14:00 - loss: 434.0834 - logits_profile_predictions_loss: 428.3030 - logcount_predictions_loss: 0.9032 364/1621 [=====>........................] - ETA: 13:59 - loss: 434.0775 - logits_profile_predictions_loss: 428.2973 - logcount_predictions_loss: 0.9031 365/1621 [=====>........................] - ETA: 13:58 - loss: 434.0710 - logits_profile_predictions_loss: 428.2911 - logcount_predictions_loss: 0.9031 366/1621 [=====>........................] - ETA: 13:58 - loss: 434.0644 - logits_profile_predictions_loss: 428.2848 - logcount_predictions_loss: 0.9031 367/1621 [=====>........................] - ETA: 13:57 - loss: 434.0572 - logits_profile_predictions_loss: 428.2777 - logcount_predictions_loss: 0.9030 368/1621 [=====>........................] - ETA: 13:56 - loss: 434.0497 - logits_profile_predictions_loss: 428.2705 - logcount_predictions_loss: 0.9030 369/1621 [=====>........................] - ETA: 13:56 - loss: 434.0421 - 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logits_profile_predictions_loss: 414.4967 - logcount_predictions_loss: 0.8214 236/1621 [===>..........................] - ETA: 15:21 - loss: 419.7614 - logits_profile_predictions_loss: 414.5049 - logcount_predictions_loss: 0.8213 237/1621 [===>..........................] - ETA: 15:20 - loss: 419.7690 - logits_profile_predictions_loss: 414.5128 - logcount_predictions_loss: 0.8213 238/1621 [===>..........................] - ETA: 15:20 - loss: 419.7767 - logits_profile_predictions_loss: 414.5208 - logcount_predictions_loss: 0.8212 239/1621 [===>..........................] - ETA: 15:19 - loss: 419.7846 - logits_profile_predictions_loss: 414.5289 - logcount_predictions_loss: 0.8212 240/1621 [===>..........................] - ETA: 15:19 - loss: 419.7931 - logits_profile_predictions_loss: 414.5377 - logcount_predictions_loss: 0.8212 241/1621 [===>..........................] - ETA: 15:18 - loss: 419.8024 - logits_profile_predictions_loss: 414.5473 - logcount_predictions_loss: 0.8211 242/1621 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[===>..........................] - ETA: 15:01 - loss: 419.8616 - logits_profile_predictions_loss: 414.6100 - logcount_predictions_loss: 0.8206 269/1621 [===>..........................] - ETA: 15:00 - loss: 419.8600 - logits_profile_predictions_loss: 414.6083 - logcount_predictions_loss: 0.8206 270/1621 [===>..........................] - ETA: 14:59 - loss: 419.8584 - logits_profile_predictions_loss: 414.6067 - logcount_predictions_loss: 0.8206 271/1621 [====>.........................] - ETA: 14:59 - loss: 419.8553 - logits_profile_predictions_loss: 414.6037 - logcount_predictions_loss: 0.8206 272/1621 [====>.........................] - ETA: 14:58 - loss: 419.8533 - logits_profile_predictions_loss: 414.6016 - logcount_predictions_loss: 0.8206 273/1621 [====>.........................] - ETA: 14:57 - loss: 419.8506 - logits_profile_predictions_loss: 414.5989 - logcount_predictions_loss: 0.8206 274/1621 [====>.........................] - ETA: 14:57 - loss: 419.8491 - 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logits_profile_predictions_loss: 414.5903 - logcount_predictions_loss: 0.8207 288/1621 [====>.........................] - ETA: 14:48 - loss: 419.8410 - logits_profile_predictions_loss: 414.5888 - logcount_predictions_loss: 0.8207 289/1621 [====>.........................] - ETA: 14:47 - loss: 419.8405 - logits_profile_predictions_loss: 414.5882 - logcount_predictions_loss: 0.8207 290/1621 [====>.........................] - ETA: 14:47 - loss: 419.8394 - logits_profile_predictions_loss: 414.5871 - logcount_predictions_loss: 0.8207 291/1621 [====>.........................] - ETA: 14:46 - loss: 419.8399 - logits_profile_predictions_loss: 414.5876 - logcount_predictions_loss: 0.8207 292/1621 [====>.........................] - ETA: 14:45 - loss: 419.8401 - logits_profile_predictions_loss: 414.5876 - logcount_predictions_loss: 0.8207 293/1621 [====>.........................] - ETA: 14:45 - loss: 419.8400 - logits_profile_predictions_loss: 414.5875 - logcount_predictions_loss: 0.8207 294/1621 [====>.........................] - ETA: 14:44 - loss: 419.8410 - logits_profile_predictions_loss: 414.5885 - logcount_predictions_loss: 0.8207 295/1621 [====>.........................] - ETA: 14:43 - loss: 419.8430 - logits_profile_predictions_loss: 414.5903 - logcount_predictions_loss: 0.8207 296/1621 [====>.........................] - ETA: 14:43 - loss: 419.8450 - logits_profile_predictions_loss: 414.5923 - logcount_predictions_loss: 0.8207 297/1621 [====>.........................] - ETA: 14:42 - loss: 419.8456 - logits_profile_predictions_loss: 414.5928 - logcount_predictions_loss: 0.8208 298/1621 [====>.........................] - ETA: 14:41 - loss: 419.8470 - logits_profile_predictions_loss: 414.5941 - logcount_predictions_loss: 0.8208 299/1621 [====>.........................] - ETA: 14:41 - loss: 419.8485 - logits_profile_predictions_loss: 414.5955 - logcount_predictions_loss: 0.8208 300/1621 [====>.........................] - ETA: 14:40 - loss: 419.8496 - logits_profile_predictions_loss: 414.5965 - logcount_predictions_loss: 0.8208 301/1621 [====>.........................] - ETA: 14:39 - loss: 419.8500 - logits_profile_predictions_loss: 414.5968 - logcount_predictions_loss: 0.8208 302/1621 [====>.........................] - ETA: 14:39 - loss: 419.8503 - logits_profile_predictions_loss: 414.5970 - logcount_predictions_loss: 0.8208 303/1621 [====>.........................] - ETA: 14:38 - loss: 419.8497 - logits_profile_predictions_loss: 414.5964 - logcount_predictions_loss: 0.8208 304/1621 [====>.........................] - ETA: 14:38 - loss: 419.8499 - logits_profile_predictions_loss: 414.5964 - logcount_predictions_loss: 0.8209 305/1621 [====>.........................] - ETA: 14:37 - loss: 419.8507 - logits_profile_predictions_loss: 414.5971 - logcount_predictions_loss: 0.8209 306/1621 [====>.........................] - ETA: 14:36 - loss: 419.8511 - logits_profile_predictions_loss: 414.5974 - logcount_predictions_loss: 0.8209 307/1621 [====>.........................] - ETA: 14:36 - loss: 419.8523 - logits_profile_predictions_loss: 414.5984 - logcount_predictions_loss: 0.8209 308/1621 [====>.........................] - ETA: 14:35 - loss: 419.8540 - logits_profile_predictions_loss: 414.6000 - logcount_predictions_loss: 0.8209 309/1621 [====>.........................] - ETA: 14:34 - loss: 419.8554 - logits_profile_predictions_loss: 414.6013 - logcount_predictions_loss: 0.8210 310/1621 [====>.........................] - ETA: 14:34 - loss: 419.8576 - logits_profile_predictions_loss: 414.6034 - logcount_predictions_loss: 0.8210 311/1621 [====>.........................] - ETA: 14:33 - loss: 419.8609 - logits_profile_predictions_loss: 414.6067 - logcount_predictions_loss: 0.8210 312/1621 [====>.........................] - ETA: 14:32 - loss: 419.8643 - logits_profile_predictions_loss: 414.6100 - logcount_predictions_loss: 0.8210 313/1621 [====>.........................] - ETA: 14:32 - loss: 419.8692 - logits_profile_predictions_loss: 414.6148 - logcount_predictions_loss: 0.8210 314/1621 [====>.........................] - ETA: 14:31 - loss: 419.8738 - logits_profile_predictions_loss: 414.6192 - logcount_predictions_loss: 0.8210 315/1621 [====>.........................] - ETA: 14:30 - loss: 419.8788 - logits_profile_predictions_loss: 414.6241 - logcount_predictions_loss: 0.8211 316/1621 [====>.........................] - ETA: 14:30 - loss: 419.8844 - logits_profile_predictions_loss: 414.6296 - logcount_predictions_loss: 0.8211 317/1621 [====>.........................] - ETA: 14:29 - loss: 419.8899 - logits_profile_predictions_loss: 414.6349 - logcount_predictions_loss: 0.8211 318/1621 [====>.........................] - ETA: 14:28 - loss: 419.8941 - logits_profile_predictions_loss: 414.6390 - logcount_predictions_loss: 0.8211 319/1621 [====>.........................] - ETA: 14:28 - loss: 419.8986 - logits_profile_predictions_loss: 414.6434 - logcount_predictions_loss: 0.8211 320/1621 [====>.........................] - ETA: 14:27 - loss: 419.9026 - logits_profile_predictions_loss: 414.6473 - logcount_predictions_loss: 0.8212 321/1621 [====>.........................] - ETA: 14:26 - loss: 419.9065 - logits_profile_predictions_loss: 414.6511 - logcount_predictions_loss: 0.8212 322/1621 [====>.........................] - ETA: 14:26 - loss: 419.9114 - logits_profile_predictions_loss: 414.6557 - logcount_predictions_loss: 0.8212 323/1621 [====>.........................] - ETA: 14:25 - loss: 419.9155 - logits_profile_predictions_loss: 414.6597 - logcount_predictions_loss: 0.8212 324/1621 [====>.........................] - ETA: 14:25 - loss: 419.9196 - logits_profile_predictions_loss: 414.6636 - logcount_predictions_loss: 0.8213 325/1621 [=====>........................] - ETA: 14:24 - loss: 419.9235 - logits_profile_predictions_loss: 414.6674 - logcount_predictions_loss: 0.8213 326/1621 [=====>........................] - ETA: 14:23 - loss: 419.9284 - logits_profile_predictions_loss: 414.6721 - logcount_predictions_loss: 0.8213 327/1621 [=====>........................] - ETA: 14:23 - loss: 419.9342 - logits_profile_predictions_loss: 414.6777 - logcount_predictions_loss: 0.8213 328/1621 [=====>........................] - ETA: 14:22 - loss: 419.9402 - logits_profile_predictions_loss: 414.6835 - logcount_predictions_loss: 0.8214 329/1621 [=====>........................] - ETA: 14:21 - loss: 419.9458 - logits_profile_predictions_loss: 414.6890 - logcount_predictions_loss: 0.8214 330/1621 [=====>........................] - ETA: 14:21 - loss: 419.9509 - logits_profile_predictions_loss: 414.6938 - logcount_predictions_loss: 0.8214 331/1621 [=====>........................] - ETA: 14:20 - loss: 419.9568 - logits_profile_predictions_loss: 414.6995 - logcount_predictions_loss: 0.8215 332/1621 [=====>........................] - ETA: 14:19 - loss: 419.9630 - logits_profile_predictions_loss: 414.7056 - logcount_predictions_loss: 0.8215 333/1621 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[============================>.] - ETA: 9s - loss: 420.7023 - logits_profile_predictions_loss: 415.4219 - logcount_predictions_loss: 0.8251  1608/1621 [============================>.] - ETA: 8s - loss: 420.7029 - logits_profile_predictions_loss: 415.4226 - logcount_predictions_loss: 0.8250 1609/1621 [============================>.] - ETA: 8s - loss: 420.7035 - logits_profile_predictions_loss: 415.4232 - logcount_predictions_loss: 0.8250 1610/1621 [============================>.] - ETA: 7s - loss: 420.7041 - logits_profile_predictions_loss: 415.4238 - logcount_predictions_loss: 0.8250 1611/1621 [============================>.] - ETA: 6s - loss: 420.7047 - logits_profile_predictions_loss: 415.4244 - logcount_predictions_loss: 0.8250 1612/1621 [============================>.] - ETA: 6s - loss: 420.7053 - logits_profile_predictions_loss: 415.4250 - logcount_predictions_loss: 0.8250 1613/1621 [============================>.] - ETA: 5s - loss: 420.7058 - logits_profile_predictions_loss: 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loss: 420.7096 - logits_profile_predictions_loss: 415.4294 - logcount_predictions_loss: 0.8250 1621/1621 [==============================] - ETA: 0s - loss: 420.7101 - logits_profile_predictions_loss: 415.4300 - logcount_predictions_loss: 0.8250 1621/1621 [==============================] - 1125s 694ms/step - loss: 420.7106 - logits_profile_predictions_loss: 415.4305 - logcount_predictions_loss: 0.8250 - val_loss: 425.0157 - val_logits_profile_predictions_loss: 420.6933 - val_logcount_predictions_loss: 0.6754 + +Epoch 00006: val_loss did not improve from 422.57956 +Epoch 7/50 + 1/1621 [..............................] - ETA: 19:04 - loss: 456.9583 - logits_profile_predictions_loss: 451.5288 - logcount_predictions_loss: 0.8484 2/1621 [..............................] - ETA: 17:30 - loss: 460.3997 - logits_profile_predictions_loss: 454.6998 - logcount_predictions_loss: 0.8906 3/1621 [..............................] - ETA: 17:30 - loss: 448.5605 - logits_profile_predictions_loss: 442.9393 - logcount_predictions_loss: 0.8783 4/1621 [..............................] - ETA: 17:30 - loss: 445.7595 - logits_profile_predictions_loss: 440.1656 - logcount_predictions_loss: 0.8741 5/1621 [..............................] - ETA: 17:29 - loss: 439.0348 - logits_profile_predictions_loss: 433.5056 - logcount_predictions_loss: 0.8639 6/1621 [..............................] - ETA: 17:29 - loss: 435.2949 - logits_profile_predictions_loss: 429.8149 - logcount_predictions_loss: 0.8563 7/1621 [..............................] - ETA: 17:28 - loss: 431.5979 - logits_profile_predictions_loss: 426.1787 - logcount_predictions_loss: 0.8467 8/1621 [..............................] - ETA: 17:28 - loss: 429.2870 - logits_profile_predictions_loss: 423.9255 - logcount_predictions_loss: 0.8377 9/1621 [..............................] - ETA: 17:27 - loss: 426.9512 - logits_profile_predictions_loss: 421.6322 - logcount_predictions_loss: 0.8311 10/1621 [..............................] - ETA: 17:27 - loss: 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17/1621 [..............................] - ETA: 17:24 - loss: 423.5371 - logits_profile_predictions_loss: 418.4397 - logcount_predictions_loss: 0.7965 18/1621 [..............................] - ETA: 17:23 - loss: 422.8879 - logits_profile_predictions_loss: 417.8099 - logcount_predictions_loss: 0.7935 19/1621 [..............................] - ETA: 17:23 - loss: 422.5324 - logits_profile_predictions_loss: 417.4672 - logcount_predictions_loss: 0.7914 20/1621 [..............................] - ETA: 17:22 - loss: 422.2468 - logits_profile_predictions_loss: 417.1921 - logcount_predictions_loss: 0.7898 21/1621 [..............................] - ETA: 17:22 - loss: 422.0741 - logits_profile_predictions_loss: 417.0256 - logcount_predictions_loss: 0.7888 22/1621 [..............................] - ETA: 17:21 - loss: 421.8953 - logits_profile_predictions_loss: 416.8498 - logcount_predictions_loss: 0.7884 23/1621 [..............................] - ETA: 17:21 - loss: 421.7612 - logits_profile_predictions_loss: 416.7185 - logcount_predictions_loss: 0.7879 24/1621 [..............................] - ETA: 17:20 - loss: 421.5407 - logits_profile_predictions_loss: 416.5035 - logcount_predictions_loss: 0.7871 25/1621 [..............................] - ETA: 17:20 - loss: 421.2309 - logits_profile_predictions_loss: 416.1986 - logcount_predictions_loss: 0.7863 26/1621 [..............................] - ETA: 17:20 - loss: 420.9474 - logits_profile_predictions_loss: 415.9166 - logcount_predictions_loss: 0.7861 27/1621 [..............................] - ETA: 17:19 - loss: 420.6836 - logits_profile_predictions_loss: 415.6533 - logcount_predictions_loss: 0.7860 28/1621 [..............................] - ETA: 17:19 - loss: 420.4606 - logits_profile_predictions_loss: 415.4296 - logcount_predictions_loss: 0.7861 29/1621 [..............................] - ETA: 17:18 - loss: 420.2998 - logits_profile_predictions_loss: 415.2672 - logcount_predictions_loss: 0.7863 30/1621 [..............................] - ETA: 17:18 - loss: 420.1385 - logits_profile_predictions_loss: 415.1034 - logcount_predictions_loss: 0.7867 31/1621 [..............................] - ETA: 17:17 - loss: 419.9250 - logits_profile_predictions_loss: 414.8868 - logcount_predictions_loss: 0.7872 32/1621 [..............................] - ETA: 17:17 - loss: 419.7745 - logits_profile_predictions_loss: 414.7334 - logcount_predictions_loss: 0.7877 33/1621 [..............................] - ETA: 17:16 - loss: 419.6616 - logits_profile_predictions_loss: 414.6172 - logcount_predictions_loss: 0.7882 34/1621 [..............................] - ETA: 17:16 - loss: 419.5114 - logits_profile_predictions_loss: 414.4641 - logcount_predictions_loss: 0.7887 35/1621 [..............................] - ETA: 17:15 - loss: 419.3946 - logits_profile_predictions_loss: 414.3448 - logcount_predictions_loss: 0.7890 36/1621 [..............................] - ETA: 17:15 - loss: 419.2881 - logits_profile_predictions_loss: 414.2363 - logcount_predictions_loss: 0.7894 37/1621 [..............................] - ETA: 17:14 - loss: 419.2054 - logits_profile_predictions_loss: 414.1500 - logcount_predictions_loss: 0.7899 38/1621 [..............................] - ETA: 17:14 - loss: 419.0697 - logits_profile_predictions_loss: 414.0119 - logcount_predictions_loss: 0.7903 39/1621 [..............................] - ETA: 17:13 - loss: 418.9594 - logits_profile_predictions_loss: 413.8990 - logcount_predictions_loss: 0.7907 40/1621 [..............................] - ETA: 17:13 - loss: 418.8408 - logits_profile_predictions_loss: 413.7779 - logcount_predictions_loss: 0.7911 41/1621 [..............................] - ETA: 17:12 - loss: 418.6934 - logits_profile_predictions_loss: 413.6296 - logcount_predictions_loss: 0.7912 42/1621 [..............................] - ETA: 17:12 - loss: 418.4919 - logits_profile_predictions_loss: 413.4279 - logcount_predictions_loss: 0.7913 43/1621 [..............................] - ETA: 17:11 - loss: 418.2992 - logits_profile_predictions_loss: 413.2351 - logcount_predictions_loss: 0.7913 44/1621 [..............................] - ETA: 17:11 - loss: 418.1080 - logits_profile_predictions_loss: 413.0448 - logcount_predictions_loss: 0.7911 45/1621 [..............................] - ETA: 17:10 - loss: 417.9691 - logits_profile_predictions_loss: 412.9066 - logcount_predictions_loss: 0.7910 46/1621 [..............................] - ETA: 17:10 - loss: 417.8253 - logits_profile_predictions_loss: 412.7637 - logcount_predictions_loss: 0.7909 47/1621 [..............................] - ETA: 17:09 - loss: 417.7023 - logits_profile_predictions_loss: 412.6417 - logcount_predictions_loss: 0.7907 48/1621 [..............................] - ETA: 17:08 - loss: 417.5934 - logits_profile_predictions_loss: 412.5338 - logcount_predictions_loss: 0.7906 49/1621 [..............................] - ETA: 17:08 - loss: 417.4935 - logits_profile_predictions_loss: 412.4345 - logcount_predictions_loss: 0.7905 50/1621 [..............................] - ETA: 17:07 - loss: 417.4145 - logits_profile_predictions_loss: 412.3562 - logcount_predictions_loss: 0.7904 51/1621 [..............................] - ETA: 17:07 - loss: 417.3326 - logits_profile_predictions_loss: 412.2751 - logcount_predictions_loss: 0.7902 52/1621 [..............................] - ETA: 17:06 - loss: 417.2849 - logits_profile_predictions_loss: 412.2280 - logcount_predictions_loss: 0.7901 53/1621 [..............................] - ETA: 17:06 - loss: 417.2569 - logits_profile_predictions_loss: 412.2004 - logcount_predictions_loss: 0.7901 54/1621 [..............................] - ETA: 17:05 - loss: 417.2622 - logits_profile_predictions_loss: 412.2061 - logcount_predictions_loss: 0.7900 55/1621 [>.............................] - ETA: 17:04 - loss: 417.2953 - logits_profile_predictions_loss: 412.2388 - logcount_predictions_loss: 0.7901 56/1621 [>.............................] - ETA: 17:04 - loss: 417.3140 - logits_profile_predictions_loss: 412.2572 - logcount_predictions_loss: 0.7901 57/1621 [>.............................] - ETA: 17:03 - loss: 417.3244 - logits_profile_predictions_loss: 412.2674 - logcount_predictions_loss: 0.7902 58/1621 [>.............................] - ETA: 17:03 - loss: 417.3144 - logits_profile_predictions_loss: 412.2574 - logcount_predictions_loss: 0.7902 59/1621 [>.............................] - ETA: 17:02 - loss: 417.2927 - logits_profile_predictions_loss: 412.2357 - logcount_predictions_loss: 0.7902 60/1621 [>.............................] - ETA: 17:02 - loss: 417.2560 - logits_profile_predictions_loss: 412.1994 - logcount_predictions_loss: 0.7901 61/1621 [>.............................] - ETA: 17:01 - loss: 417.2283 - logits_profile_predictions_loss: 412.1724 - logcount_predictions_loss: 0.7900 62/1621 [>.............................] - ETA: 17:01 - loss: 417.2071 - logits_profile_predictions_loss: 412.1518 - logcount_predictions_loss: 0.7899 63/1621 [>.............................] - ETA: 17:00 - loss: 417.2001 - logits_profile_predictions_loss: 412.1454 - logcount_predictions_loss: 0.7898 64/1621 [>.............................] - ETA: 17:00 - loss: 417.2091 - logits_profile_predictions_loss: 412.1549 - logcount_predictions_loss: 0.7897 65/1621 [>.............................] - ETA: 16:59 - loss: 417.2247 - logits_profile_predictions_loss: 412.1710 - logcount_predictions_loss: 0.7896 66/1621 [>.............................] - ETA: 16:58 - loss: 417.2333 - logits_profile_predictions_loss: 412.1802 - logcount_predictions_loss: 0.7895 67/1621 [>.............................] - ETA: 16:58 - loss: 417.2466 - logits_profile_predictions_loss: 412.1943 - logcount_predictions_loss: 0.7894 68/1621 [>.............................] - ETA: 16:57 - loss: 417.2458 - logits_profile_predictions_loss: 412.1945 - logcount_predictions_loss: 0.7893 69/1621 [>.............................] - ETA: 16:57 - loss: 417.2514 - logits_profile_predictions_loss: 412.2013 - logcount_predictions_loss: 0.7891 70/1621 [>.............................] - ETA: 16:56 - loss: 417.2812 - logits_profile_predictions_loss: 412.2322 - logcount_predictions_loss: 0.7889 71/1621 [>.............................] - ETA: 16:56 - loss: 417.3309 - logits_profile_predictions_loss: 412.2828 - logcount_predictions_loss: 0.7888 72/1621 [>.............................] - ETA: 16:55 - loss: 417.3702 - logits_profile_predictions_loss: 412.3231 - logcount_predictions_loss: 0.7886 73/1621 [>.............................] - ETA: 16:55 - loss: 417.3921 - logits_profile_predictions_loss: 412.3462 - logcount_predictions_loss: 0.7884 74/1621 [>.............................] - ETA: 16:54 - loss: 417.3990 - logits_profile_predictions_loss: 412.3542 - logcount_predictions_loss: 0.7882 75/1621 [>.............................] - ETA: 16:54 - loss: 417.3857 - logits_profile_predictions_loss: 412.3421 - logcount_predictions_loss: 0.7881 76/1621 [>.............................] - ETA: 16:53 - loss: 417.3668 - logits_profile_predictions_loss: 412.3241 - logcount_predictions_loss: 0.7879 77/1621 [>.............................] - ETA: 16:53 - loss: 417.3502 - logits_profile_predictions_loss: 412.3085 - logcount_predictions_loss: 0.7878 78/1621 [>.............................] - ETA: 16:52 - loss: 417.3313 - logits_profile_predictions_loss: 412.2904 - logcount_predictions_loss: 0.7876 79/1621 [>.............................] - ETA: 16:51 - loss: 417.3105 - logits_profile_predictions_loss: 412.2705 - logcount_predictions_loss: 0.7875 80/1621 [>.............................] - ETA: 16:51 - loss: 417.2780 - logits_profile_predictions_loss: 412.2391 - logcount_predictions_loss: 0.7873 81/1621 [>.............................] - ETA: 16:50 - loss: 417.2474 - logits_profile_predictions_loss: 412.2097 - logcount_predictions_loss: 0.7871 82/1621 [>.............................] - ETA: 16:50 - loss: 417.2230 - logits_profile_predictions_loss: 412.1866 - logcount_predictions_loss: 0.7869 83/1621 [>.............................] - ETA: 16:49 - loss: 417.1890 - logits_profile_predictions_loss: 412.1539 - logcount_predictions_loss: 0.7867 84/1621 [>.............................] - ETA: 16:49 - loss: 417.1451 - logits_profile_predictions_loss: 412.1111 - logcount_predictions_loss: 0.7866 85/1621 [>.............................] - ETA: 16:48 - loss: 417.0876 - logits_profile_predictions_loss: 412.0548 - logcount_predictions_loss: 0.7864 86/1621 [>.............................] - ETA: 16:48 - loss: 417.0187 - logits_profile_predictions_loss: 411.9873 - logcount_predictions_loss: 0.7862 87/1621 [>.............................] - ETA: 16:47 - loss: 416.9612 - logits_profile_predictions_loss: 411.9312 - logcount_predictions_loss: 0.7859 88/1621 [>.............................] - ETA: 16:47 - loss: 416.9005 - 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[>.............................] - ETA: 16:43 - loss: 416.4456 - logits_profile_predictions_loss: 411.4275 - logcount_predictions_loss: 0.7841 96/1621 [>.............................] - ETA: 16:42 - loss: 416.3641 - logits_profile_predictions_loss: 411.3478 - logcount_predictions_loss: 0.7838 97/1621 [>.............................] - ETA: 16:42 - loss: 416.2956 - logits_profile_predictions_loss: 411.2811 - logcount_predictions_loss: 0.7835 98/1621 [>.............................] - ETA: 16:41 - loss: 416.2379 - logits_profile_predictions_loss: 411.2251 - logcount_predictions_loss: 0.7833 99/1621 [>.............................] - ETA: 16:40 - loss: 416.1699 - logits_profile_predictions_loss: 411.1588 - logcount_predictions_loss: 0.7830 100/1621 [>.............................] - ETA: 16:40 - loss: 416.1037 - logits_profile_predictions_loss: 411.0942 - logcount_predictions_loss: 0.7827 101/1621 [>.............................] - ETA: 16:39 - loss: 416.0385 - logits_profile_predictions_loss: 411.0306 - logcount_predictions_loss: 0.7825 102/1621 [>.............................] - ETA: 16:39 - loss: 415.9715 - logits_profile_predictions_loss: 410.9650 - logcount_predictions_loss: 0.7823 103/1621 [>.............................] - ETA: 16:38 - loss: 415.9051 - logits_profile_predictions_loss: 410.9002 - logcount_predictions_loss: 0.7820 104/1621 [>.............................] - ETA: 16:38 - loss: 415.8386 - logits_profile_predictions_loss: 410.8353 - logcount_predictions_loss: 0.7818 105/1621 [>.............................] - ETA: 16:37 - loss: 415.7725 - logits_profile_predictions_loss: 410.7708 - logcount_predictions_loss: 0.7815 106/1621 [>.............................] - ETA: 16:36 - loss: 415.7161 - logits_profile_predictions_loss: 410.7159 - logcount_predictions_loss: 0.7813 107/1621 [>.............................] - ETA: 16:36 - loss: 415.6616 - logits_profile_predictions_loss: 410.6629 - logcount_predictions_loss: 0.7810 108/1621 [>.............................] - ETA: 16:35 - loss: 415.6128 - logits_profile_predictions_loss: 410.6155 - logcount_predictions_loss: 0.7808 109/1621 [=>............................] - ETA: 16:35 - loss: 415.5641 - logits_profile_predictions_loss: 410.5681 - logcount_predictions_loss: 0.7806 110/1621 [=>............................] - ETA: 16:34 - loss: 415.5117 - logits_profile_predictions_loss: 410.5169 - logcount_predictions_loss: 0.7804 111/1621 [=>............................] - ETA: 16:34 - loss: 415.4543 - logits_profile_predictions_loss: 410.4607 - logcount_predictions_loss: 0.7802 112/1621 [=>............................] - ETA: 16:33 - loss: 415.3993 - logits_profile_predictions_loss: 410.4068 - logcount_predictions_loss: 0.7801 113/1621 [=>............................] - ETA: 16:33 - loss: 415.3521 - logits_profile_predictions_loss: 410.3607 - logcount_predictions_loss: 0.7799 114/1621 [=>............................] - ETA: 16:32 - loss: 415.3126 - logits_profile_predictions_loss: 410.3221 - logcount_predictions_loss: 0.7798 115/1621 [=>............................] - ETA: 16:32 - loss: 415.2706 - logits_profile_predictions_loss: 410.2811 - logcount_predictions_loss: 0.7796 116/1621 [=>............................] - ETA: 16:31 - loss: 415.2363 - logits_profile_predictions_loss: 410.2476 - logcount_predictions_loss: 0.7795 117/1621 [=>............................] - ETA: 16:30 - loss: 415.2020 - logits_profile_predictions_loss: 410.2141 - logcount_predictions_loss: 0.7794 118/1621 [=>............................] - ETA: 16:30 - loss: 415.1604 - logits_profile_predictions_loss: 410.1731 - logcount_predictions_loss: 0.7793 119/1621 [=>............................] - ETA: 16:29 - loss: 415.1259 - logits_profile_predictions_loss: 410.1392 - logcount_predictions_loss: 0.7792 120/1621 [=>............................] - ETA: 16:29 - loss: 415.0998 - logits_profile_predictions_loss: 410.1134 - logcount_predictions_loss: 0.7791 121/1621 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[..............................] - ETA: 17:27 - loss: 468.4780 - logits_profile_predictions_loss: 463.2162 - logcount_predictions_loss: 0.8222 14/1621 [..............................] - ETA: 17:26 - loss: 465.0518 - logits_profile_predictions_loss: 459.8115 - logcount_predictions_loss: 0.8188 15/1621 [..............................] - ETA: 17:26 - loss: 461.7561 - logits_profile_predictions_loss: 456.5307 - logcount_predictions_loss: 0.8165 16/1621 [..............................] - ETA: 17:26 - loss: 458.7711 - logits_profile_predictions_loss: 453.5640 - logcount_predictions_loss: 0.8136 17/1621 [..............................] - ETA: 17:25 - loss: 455.9200 - logits_profile_predictions_loss: 450.7350 - logcount_predictions_loss: 0.8102 18/1621 [..............................] - ETA: 17:24 - loss: 453.3960 - logits_profile_predictions_loss: 448.2258 - logcount_predictions_loss: 0.8078 19/1621 [..............................] - ETA: 17:24 - loss: 450.9460 - 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[==>...........................] - ETA: 15:41 - loss: 416.0594 - logits_profile_predictions_loss: 411.3783 - logcount_predictions_loss: 0.7314 209/1621 [==>...........................] - ETA: 15:40 - loss: 416.0433 - logits_profile_predictions_loss: 411.3629 - logcount_predictions_loss: 0.7313 210/1621 [==>...........................] - ETA: 15:39 - loss: 416.0277 - logits_profile_predictions_loss: 411.3479 - logcount_predictions_loss: 0.7312 211/1621 [==>...........................] - ETA: 15:39 - loss: 416.0125 - logits_profile_predictions_loss: 411.3333 - logcount_predictions_loss: 0.7311 212/1621 [==>...........................] - ETA: 15:38 - loss: 415.9969 - logits_profile_predictions_loss: 411.3183 - logcount_predictions_loss: 0.7310 213/1621 [==>...........................] - ETA: 15:37 - loss: 415.9811 - logits_profile_predictions_loss: 411.3032 - logcount_predictions_loss: 0.7309 214/1621 [==>...........................] - ETA: 15:37 - loss: 415.9645 - 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logits_profile_predictions_loss: 411.1149 - logcount_predictions_loss: 0.7295 228/1621 [===>..........................] - ETA: 15:28 - loss: 415.7697 - logits_profile_predictions_loss: 411.1015 - logcount_predictions_loss: 0.7294 229/1621 [===>..........................] - ETA: 15:27 - loss: 415.7552 - logits_profile_predictions_loss: 411.0875 - logcount_predictions_loss: 0.7293 230/1621 [===>..........................] - ETA: 15:27 - loss: 415.7400 - logits_profile_predictions_loss: 411.0728 - logcount_predictions_loss: 0.7292 231/1621 [===>..........................] - ETA: 15:26 - loss: 415.7268 - logits_profile_predictions_loss: 411.0603 - logcount_predictions_loss: 0.7291 232/1621 [===>..........................] - ETA: 15:25 - loss: 415.7128 - logits_profile_predictions_loss: 411.0468 - logcount_predictions_loss: 0.7290 233/1621 [===>..........................] - ETA: 15:25 - loss: 415.6990 - logits_profile_predictions_loss: 411.0335 - logcount_predictions_loss: 0.7290 234/1621 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logits_profile_predictions_loss: 410.9508 - logcount_predictions_loss: 0.7284 241/1621 [===>..........................] - ETA: 15:20 - loss: 415.6000 - logits_profile_predictions_loss: 410.9384 - logcount_predictions_loss: 0.7284 242/1621 [===>..........................] - ETA: 15:19 - loss: 415.5868 - logits_profile_predictions_loss: 410.9256 - logcount_predictions_loss: 0.7283 243/1621 [===>..........................] - ETA: 15:18 - loss: 415.5733 - logits_profile_predictions_loss: 410.9126 - logcount_predictions_loss: 0.7282 244/1621 [===>..........................] - ETA: 15:18 - loss: 415.5597 - logits_profile_predictions_loss: 410.8995 - logcount_predictions_loss: 0.7281 245/1621 [===>..........................] - ETA: 15:17 - loss: 415.5463 - logits_profile_predictions_loss: 410.8866 - logcount_predictions_loss: 0.7281 246/1621 [===>..........................] - ETA: 15:17 - loss: 415.5340 - logits_profile_predictions_loss: 410.8748 - logcount_predictions_loss: 0.7280 247/1621 [===>..........................] - ETA: 15:16 - loss: 415.5220 - logits_profile_predictions_loss: 410.8633 - logcount_predictions_loss: 0.7279 248/1621 [===>..........................] - ETA: 15:15 - loss: 415.5106 - logits_profile_predictions_loss: 410.8524 - logcount_predictions_loss: 0.7278 249/1621 [===>..........................] - ETA: 15:15 - loss: 415.4988 - logits_profile_predictions_loss: 410.8410 - logcount_predictions_loss: 0.7278 250/1621 [===>..........................] - ETA: 15:14 - loss: 415.4878 - logits_profile_predictions_loss: 410.8305 - logcount_predictions_loss: 0.7277 251/1621 [===>..........................] - ETA: 15:13 - loss: 415.4761 - logits_profile_predictions_loss: 410.8192 - logcount_predictions_loss: 0.7276 252/1621 [===>..........................] - ETA: 15:13 - loss: 415.4643 - logits_profile_predictions_loss: 410.8079 - logcount_predictions_loss: 0.7276 253/1621 [===>..........................] - ETA: 15:12 - loss: 415.4543 - logits_profile_predictions_loss: 410.7983 - logcount_predictions_loss: 0.7275 254/1621 [===>..........................] - ETA: 15:11 - loss: 415.4437 - logits_profile_predictions_loss: 410.7881 - logcount_predictions_loss: 0.7274 255/1621 [===>..........................] - ETA: 15:11 - loss: 415.4338 - logits_profile_predictions_loss: 410.7786 - logcount_predictions_loss: 0.7274 256/1621 [===>..........................] - ETA: 15:10 - loss: 415.4239 - logits_profile_predictions_loss: 410.7691 - logcount_predictions_loss: 0.7273 257/1621 [===>..........................] - ETA: 15:10 - loss: 415.4140 - logits_profile_predictions_loss: 410.7596 - logcount_predictions_loss: 0.7272 258/1621 [===>..........................] - ETA: 15:09 - loss: 415.4027 - logits_profile_predictions_loss: 410.7488 - logcount_predictions_loss: 0.7272 259/1621 [===>..........................] - ETA: 15:08 - loss: 415.3922 - logits_profile_predictions_loss: 410.7386 - logcount_predictions_loss: 0.7271 260/1621 [===>..........................] - ETA: 15:08 - loss: 415.3825 - logits_profile_predictions_loss: 410.7293 - logcount_predictions_loss: 0.7270 261/1621 [===>..........................] - ETA: 15:07 - loss: 415.3732 - logits_profile_predictions_loss: 410.7205 - logcount_predictions_loss: 0.7270 262/1621 [===>..........................] - ETA: 15:06 - loss: 415.3639 - logits_profile_predictions_loss: 410.7115 - logcount_predictions_loss: 0.7269 263/1621 [===>..........................] - ETA: 15:06 - loss: 415.3545 - logits_profile_predictions_loss: 410.7025 - logcount_predictions_loss: 0.7269 264/1621 [===>..........................] - ETA: 15:05 - loss: 415.3458 - logits_profile_predictions_loss: 410.6941 - logcount_predictions_loss: 0.7268 265/1621 [===>..........................] - ETA: 15:04 - loss: 415.3383 - logits_profile_predictions_loss: 410.6870 - logcount_predictions_loss: 0.7268 266/1621 [===>..........................] - ETA: 15:04 - loss: 415.3321 - logits_profile_predictions_loss: 410.6810 - logcount_predictions_loss: 0.7267 267/1621 [===>..........................] - ETA: 15:03 - loss: 415.3258 - logits_profile_predictions_loss: 410.6750 - logcount_predictions_loss: 0.7267 268/1621 [===>..........................] - ETA: 15:02 - loss: 415.3194 - logits_profile_predictions_loss: 410.6689 - logcount_predictions_loss: 0.7266 269/1621 [===>..........................] - ETA: 15:02 - loss: 415.3148 - logits_profile_predictions_loss: 410.6646 - logcount_predictions_loss: 0.7266 270/1621 [===>..........................] - ETA: 15:01 - loss: 415.3104 - logits_profile_predictions_loss: 410.6605 - logcount_predictions_loss: 0.7265 271/1621 [====>.........................] - ETA: 15:01 - loss: 415.3062 - logits_profile_predictions_loss: 410.6565 - logcount_predictions_loss: 0.7265 272/1621 [====>.........................] - ETA: 15:00 - loss: 415.3020 - logits_profile_predictions_loss: 410.6526 - logcount_predictions_loss: 0.7265 273/1621 [====>.........................] - ETA: 14:59 - loss: 415.2977 - logits_profile_predictions_loss: 410.6485 - logcount_predictions_loss: 0.7264 274/1621 [====>.........................] - ETA: 14:59 - loss: 415.2938 - logits_profile_predictions_loss: 410.6449 - logcount_predictions_loss: 0.7264 275/1621 [====>.........................] - ETA: 14:58 - loss: 415.2892 - logits_profile_predictions_loss: 410.6406 - logcount_predictions_loss: 0.7263 276/1621 [====>.........................] - ETA: 14:57 - loss: 415.2841 - logits_profile_predictions_loss: 410.6356 - logcount_predictions_loss: 0.7263 277/1621 [====>.........................] - ETA: 14:57 - loss: 415.2785 - logits_profile_predictions_loss: 410.6303 - logcount_predictions_loss: 0.7263 278/1621 [====>.........................] - ETA: 14:56 - loss: 415.2727 - logits_profile_predictions_loss: 410.6247 - logcount_predictions_loss: 0.7262 279/1621 [====>.........................] - ETA: 14:55 - loss: 415.2661 - logits_profile_predictions_loss: 410.6183 - logcount_predictions_loss: 0.7262 280/1621 [====>.........................] - ETA: 14:55 - loss: 415.2590 - logits_profile_predictions_loss: 410.6114 - logcount_predictions_loss: 0.7262 281/1621 [====>.........................] - ETA: 14:54 - loss: 415.2523 - logits_profile_predictions_loss: 410.6049 - logcount_predictions_loss: 0.7261 282/1621 [====>.........................] - ETA: 14:53 - loss: 415.2465 - logits_profile_predictions_loss: 410.5993 - logcount_predictions_loss: 0.7261 283/1621 [====>.........................] - ETA: 14:53 - loss: 415.2397 - logits_profile_predictions_loss: 410.5926 - logcount_predictions_loss: 0.7261 284/1621 [====>.........................] - ETA: 14:52 - loss: 415.2339 - logits_profile_predictions_loss: 410.5870 - logcount_predictions_loss: 0.7261 285/1621 [====>.........................] - ETA: 14:51 - loss: 415.2274 - logits_profile_predictions_loss: 410.5807 - logcount_predictions_loss: 0.7260 286/1621 [====>.........................] - ETA: 14:51 - loss: 415.2205 - logits_profile_predictions_loss: 410.5739 - logcount_predictions_loss: 0.7260 287/1621 [====>.........................] - ETA: 14:50 - loss: 415.2142 - logits_profile_predictions_loss: 410.5679 - logcount_predictions_loss: 0.7260 288/1621 [====>.........................] - ETA: 14:50 - loss: 415.2074 - logits_profile_predictions_loss: 410.5613 - logcount_predictions_loss: 0.7259 289/1621 [====>.........................] - ETA: 14:49 - loss: 415.2008 - logits_profile_predictions_loss: 410.5549 - logcount_predictions_loss: 0.7259 290/1621 [====>.........................] - ETA: 14:48 - loss: 415.1932 - logits_profile_predictions_loss: 410.5475 - logcount_predictions_loss: 0.7259 291/1621 [====>.........................] - ETA: 14:48 - loss: 415.1852 - logits_profile_predictions_loss: 410.5398 - logcount_predictions_loss: 0.7258 292/1621 [====>.........................] - ETA: 14:47 - loss: 415.1778 - 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[====>.........................] - ETA: 14:42 - loss: 415.1235 - logits_profile_predictions_loss: 410.4796 - logcount_predictions_loss: 0.7256 300/1621 [====>.........................] - ETA: 14:42 - loss: 415.1158 - logits_profile_predictions_loss: 410.4720 - logcount_predictions_loss: 0.7256 301/1621 [====>.........................] - ETA: 14:41 - loss: 415.1080 - logits_profile_predictions_loss: 410.4644 - logcount_predictions_loss: 0.7255 302/1621 [====>.........................] - ETA: 14:41 - loss: 415.1012 - logits_profile_predictions_loss: 410.4578 - logcount_predictions_loss: 0.7255 303/1621 [====>.........................] - ETA: 14:40 - loss: 415.0958 - logits_profile_predictions_loss: 410.4525 - logcount_predictions_loss: 0.7255 304/1621 [====>.........................] - ETA: 14:39 - loss: 415.0896 - logits_profile_predictions_loss: 410.4466 - logcount_predictions_loss: 0.7255 305/1621 [====>.........................] - ETA: 14:39 - loss: 415.0835 - 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[============================>.] - ETA: 23s - loss: 408.5590 - logits_profile_predictions_loss: 404.0243 - logcount_predictions_loss: 0.7085 1587/1621 [============================>.] - ETA: 22s - loss: 408.5557 - logits_profile_predictions_loss: 404.0210 - logcount_predictions_loss: 0.7085 1588/1621 [============================>.] - ETA: 22s - loss: 408.5524 - logits_profile_predictions_loss: 404.0177 - logcount_predictions_loss: 0.7085 1589/1621 [============================>.] - ETA: 21s - loss: 408.5490 - logits_profile_predictions_loss: 404.0144 - logcount_predictions_loss: 0.7085 1590/1621 [============================>.] - ETA: 20s - loss: 408.5456 - logits_profile_predictions_loss: 404.0111 - logcount_predictions_loss: 0.7085 1591/1621 [============================>.] - ETA: 20s - loss: 408.5423 - logits_profile_predictions_loss: 404.0078 - logcount_predictions_loss: 0.7085 1592/1621 [============================>.] - ETA: 19s - loss: 408.5389 - 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[============================>.] - ETA: 14s - loss: 408.5152 - logits_profile_predictions_loss: 403.9812 - logcount_predictions_loss: 0.7084 1600/1621 [============================>.] - ETA: 14s - loss: 408.5119 - logits_profile_predictions_loss: 403.9779 - logcount_predictions_loss: 0.7084 1601/1621 [============================>.] - ETA: 13s - loss: 408.5085 - logits_profile_predictions_loss: 403.9746 - logcount_predictions_loss: 0.7084 1602/1621 [============================>.] - ETA: 12s - loss: 408.5051 - logits_profile_predictions_loss: 403.9713 - logcount_predictions_loss: 0.7084 1603/1621 [============================>.] - ETA: 12s - loss: 408.5018 - logits_profile_predictions_loss: 403.9680 - logcount_predictions_loss: 0.7084 1604/1621 [============================>.] - ETA: 11s - loss: 408.4985 - logits_profile_predictions_loss: 403.9647 - logcount_predictions_loss: 0.7084 1605/1621 [============================>.] - ETA: 10s - loss: 408.4951 - 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[============================>.] - ETA: 6s - loss: 408.4719 - logits_profile_predictions_loss: 403.9386 - logcount_predictions_loss: 0.7083 1613/1621 [============================>.] - ETA: 5s - loss: 408.4686 - logits_profile_predictions_loss: 403.9353 - logcount_predictions_loss: 0.7083 1614/1621 [============================>.] - ETA: 4s - loss: 408.4652 - logits_profile_predictions_loss: 403.9320 - logcount_predictions_loss: 0.7083 1615/1621 [============================>.] - ETA: 4s - loss: 408.4618 - logits_profile_predictions_loss: 403.9287 - logcount_predictions_loss: 0.7083 1616/1621 [============================>.] - ETA: 3s - loss: 408.4584 - logits_profile_predictions_loss: 403.9254 - logcount_predictions_loss: 0.7083 1617/1621 [============================>.] - ETA: 2s - loss: 408.4550 - logits_profile_predictions_loss: 403.9220 - logcount_predictions_loss: 0.7083 1618/1621 [============================>.] - ETA: 2s - loss: 408.4516 - logits_profile_predictions_loss: 403.9187 - logcount_predictions_loss: 0.7083 1619/1621 [============================>.] - ETA: 1s - loss: 408.4482 - logits_profile_predictions_loss: 403.9153 - logcount_predictions_loss: 0.7082 1620/1621 [============================>.] - ETA: 0s - loss: 408.4448 - logits_profile_predictions_loss: 403.9120 - logcount_predictions_loss: 0.7082 1621/1621 [==============================] - ETA: 0s - loss: 408.4415 - logits_profile_predictions_loss: 403.9087 - logcount_predictions_loss: 0.7082 1621/1621 [==============================] - 1125s 694ms/step - loss: 408.4381 - logits_profile_predictions_loss: 403.9054 - logcount_predictions_loss: 0.7082 - val_loss: 414.6708 - val_logits_profile_predictions_loss: 410.2186 - val_logcount_predictions_loss: 0.6956 + +Epoch 00008: val_loss improved from 422.57956 to 414.67084, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 9/50 + 1/1621 [..............................] - ETA: 18:29 - loss: 312.6149 - logits_profile_predictions_loss: 308.7721 - logcount_predictions_loss: 0.6004 2/1621 [..............................] - ETA: 17:28 - loss: 320.4784 - logits_profile_predictions_loss: 316.7381 - logcount_predictions_loss: 0.5844 3/1621 [..............................] - ETA: 17:28 - loss: 334.7916 - logits_profile_predictions_loss: 331.0245 - logcount_predictions_loss: 0.5886 4/1621 [..............................] - ETA: 17:28 - loss: 342.3409 - logits_profile_predictions_loss: 338.5806 - logcount_predictions_loss: 0.5876 5/1621 [..............................] - ETA: 17:28 - loss: 350.4853 - logits_profile_predictions_loss: 346.7156 - logcount_predictions_loss: 0.5890 6/1621 [..............................] - ETA: 17:28 - loss: 356.6772 - logits_profile_predictions_loss: 352.9079 - logcount_predictions_loss: 0.5890 7/1621 [..............................] - ETA: 17:28 - loss: 360.5596 - logits_profile_predictions_loss: 356.7706 - logcount_predictions_loss: 0.5920 8/1621 [..............................] - ETA: 17:28 - loss: 363.0491 - logits_profile_predictions_loss: 359.2242 - logcount_predictions_loss: 0.5976 9/1621 [..............................] - ETA: 17:27 - loss: 365.1688 - logits_profile_predictions_loss: 361.3109 - logcount_predictions_loss: 0.6028 10/1621 [..............................] - ETA: 17:27 - loss: 367.3541 - logits_profile_predictions_loss: 363.4697 - logcount_predictions_loss: 0.6069 11/1621 [..............................] - ETA: 17:27 - loss: 369.2369 - logits_profile_predictions_loss: 365.3229 - logcount_predictions_loss: 0.6116 12/1621 [..............................] - ETA: 17:26 - loss: 370.7953 - logits_profile_predictions_loss: 366.8532 - logcount_predictions_loss: 0.6159 13/1621 [..............................] - ETA: 17:26 - loss: 372.4124 - logits_profile_predictions_loss: 368.4529 - logcount_predictions_loss: 0.6187 14/1621 [..............................] - ETA: 17:25 - loss: 373.8304 - 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[..............................] - ETA: 17:22 - loss: 380.4056 - logits_profile_predictions_loss: 376.3758 - logcount_predictions_loss: 0.6297 22/1621 [..............................] - ETA: 17:22 - loss: 381.6387 - logits_profile_predictions_loss: 377.6036 - logcount_predictions_loss: 0.6305 23/1621 [..............................] - ETA: 17:21 - loss: 382.7037 - logits_profile_predictions_loss: 378.6625 - logcount_predictions_loss: 0.6315 24/1621 [..............................] - ETA: 17:21 - loss: 383.7105 - logits_profile_predictions_loss: 379.6606 - logcount_predictions_loss: 0.6328 25/1621 [..............................] - ETA: 17:20 - loss: 384.6050 - logits_profile_predictions_loss: 380.5462 - logcount_predictions_loss: 0.6342 26/1621 [..............................] - ETA: 17:20 - loss: 385.4017 - logits_profile_predictions_loss: 381.3345 - logcount_predictions_loss: 0.6355 27/1621 [..............................] - ETA: 17:20 - loss: 386.0919 - 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[..............................] - ETA: 17:16 - loss: 389.3424 - logits_profile_predictions_loss: 385.2150 - logcount_predictions_loss: 0.6449 35/1621 [..............................] - ETA: 17:16 - loss: 389.7149 - logits_profile_predictions_loss: 385.5802 - logcount_predictions_loss: 0.6461 36/1621 [..............................] - ETA: 17:15 - loss: 390.1126 - logits_profile_predictions_loss: 385.9722 - logcount_predictions_loss: 0.6469 37/1621 [..............................] - ETA: 17:15 - loss: 390.5106 - logits_profile_predictions_loss: 386.3649 - logcount_predictions_loss: 0.6478 38/1621 [..............................] - ETA: 17:14 - loss: 390.8700 - logits_profile_predictions_loss: 386.7181 - logcount_predictions_loss: 0.6487 39/1621 [..............................] - ETA: 17:14 - loss: 391.1905 - logits_profile_predictions_loss: 387.0317 - logcount_predictions_loss: 0.6498 40/1621 [..............................] - ETA: 17:13 - loss: 391.4992 - logits_profile_predictions_loss: 387.3339 - logcount_predictions_loss: 0.6508 41/1621 [..............................] - ETA: 17:12 - loss: 391.7473 - logits_profile_predictions_loss: 387.5760 - logcount_predictions_loss: 0.6518 42/1621 [..............................] - ETA: 17:12 - loss: 391.9683 - logits_profile_predictions_loss: 387.7919 - logcount_predictions_loss: 0.6526 43/1621 [..............................] - ETA: 17:11 - loss: 392.2137 - logits_profile_predictions_loss: 388.0324 - logcount_predictions_loss: 0.6533 44/1621 [..............................] - ETA: 17:11 - loss: 392.4702 - logits_profile_predictions_loss: 388.2848 - logcount_predictions_loss: 0.6540 45/1621 [..............................] - ETA: 17:10 - loss: 392.7356 - logits_profile_predictions_loss: 388.5460 - logcount_predictions_loss: 0.6546 46/1621 [..............................] - ETA: 17:10 - loss: 392.9891 - logits_profile_predictions_loss: 388.7964 - logcount_predictions_loss: 0.6551 47/1621 [..............................] - ETA: 17:09 - loss: 393.2140 - logits_profile_predictions_loss: 389.0186 - logcount_predictions_loss: 0.6555 48/1621 [..............................] - ETA: 17:09 - loss: 393.4178 - logits_profile_predictions_loss: 389.2196 - logcount_predictions_loss: 0.6560 49/1621 [..............................] - ETA: 17:08 - loss: 393.5816 - logits_profile_predictions_loss: 389.3808 - logcount_predictions_loss: 0.6564 50/1621 [..............................] - ETA: 17:07 - loss: 393.6976 - logits_profile_predictions_loss: 389.4946 - logcount_predictions_loss: 0.6567 51/1621 [..............................] - ETA: 17:07 - loss: 393.7925 - logits_profile_predictions_loss: 389.5874 - logcount_predictions_loss: 0.6571 52/1621 [..............................] - ETA: 17:06 - loss: 393.8394 - logits_profile_predictions_loss: 389.6324 - logcount_predictions_loss: 0.6574 53/1621 [..............................] - ETA: 17:06 - loss: 393.8890 - logits_profile_predictions_loss: 389.6805 - logcount_predictions_loss: 0.6576 54/1621 [..............................] - ETA: 17:05 - loss: 393.9521 - logits_profile_predictions_loss: 389.7423 - logcount_predictions_loss: 0.6578 55/1621 [>.............................] - ETA: 17:05 - loss: 394.0211 - logits_profile_predictions_loss: 389.8102 - logcount_predictions_loss: 0.6580 56/1621 [>.............................] - ETA: 17:04 - loss: 394.0822 - logits_profile_predictions_loss: 389.8701 - logcount_predictions_loss: 0.6582 57/1621 [>.............................] - ETA: 17:04 - loss: 394.1495 - logits_profile_predictions_loss: 389.9362 - logcount_predictions_loss: 0.6583 58/1621 [>.............................] - ETA: 17:03 - loss: 394.1898 - logits_profile_predictions_loss: 389.9753 - logcount_predictions_loss: 0.6585 59/1621 [>.............................] - ETA: 17:03 - loss: 394.2324 - logits_profile_predictions_loss: 390.0169 - logcount_predictions_loss: 0.6587 60/1621 [>.............................] - ETA: 17:02 - loss: 394.2673 - logits_profile_predictions_loss: 390.0511 - logcount_predictions_loss: 0.6588 61/1621 [>.............................] - ETA: 17:02 - loss: 394.3107 - logits_profile_predictions_loss: 390.0937 - logcount_predictions_loss: 0.6589 62/1621 [>.............................] - ETA: 17:01 - loss: 394.3296 - logits_profile_predictions_loss: 390.1114 - logcount_predictions_loss: 0.6591 63/1621 [>.............................] - ETA: 17:01 - loss: 394.3386 - logits_profile_predictions_loss: 390.1193 - logcount_predictions_loss: 0.6593 64/1621 [>.............................] - ETA: 17:00 - loss: 394.3339 - logits_profile_predictions_loss: 390.1137 - logcount_predictions_loss: 0.6594 65/1621 [>.............................] - ETA: 17:00 - loss: 394.3323 - logits_profile_predictions_loss: 390.1116 - logcount_predictions_loss: 0.6595 66/1621 [>.............................] - ETA: 16:59 - loss: 394.3381 - 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[>.............................] - ETA: 16:55 - loss: 394.3191 - logits_profile_predictions_loss: 390.0924 - logcount_predictions_loss: 0.6604 74/1621 [>.............................] - ETA: 16:55 - loss: 394.3134 - logits_profile_predictions_loss: 390.0860 - logcount_predictions_loss: 0.6605 75/1621 [>.............................] - ETA: 16:54 - loss: 394.3001 - logits_profile_predictions_loss: 390.0722 - logcount_predictions_loss: 0.6606 76/1621 [>.............................] - ETA: 16:54 - loss: 394.2862 - logits_profile_predictions_loss: 390.0577 - logcount_predictions_loss: 0.6607 77/1621 [>.............................] - ETA: 16:53 - loss: 394.2768 - logits_profile_predictions_loss: 390.0476 - logcount_predictions_loss: 0.6608 78/1621 [>.............................] - ETA: 16:53 - loss: 394.2787 - logits_profile_predictions_loss: 390.0490 - logcount_predictions_loss: 0.6609 79/1621 [>.............................] - ETA: 16:52 - loss: 394.2927 - logits_profile_predictions_loss: 390.0624 - logcount_predictions_loss: 0.6610 80/1621 [>.............................] - ETA: 16:52 - loss: 394.3149 - logits_profile_predictions_loss: 390.0842 - logcount_predictions_loss: 0.6611 81/1621 [>.............................] - ETA: 16:51 - loss: 394.3354 - logits_profile_predictions_loss: 390.1042 - logcount_predictions_loss: 0.6611 82/1621 [>.............................] - ETA: 16:50 - loss: 394.3535 - logits_profile_predictions_loss: 390.1221 - logcount_predictions_loss: 0.6612 83/1621 [>.............................] - ETA: 16:50 - loss: 394.3735 - logits_profile_predictions_loss: 390.1420 - logcount_predictions_loss: 0.6612 84/1621 [>.............................] - ETA: 16:49 - loss: 394.3947 - logits_profile_predictions_loss: 390.1631 - logcount_predictions_loss: 0.6612 85/1621 [>.............................] - ETA: 16:49 - loss: 394.4235 - logits_profile_predictions_loss: 390.1918 - logcount_predictions_loss: 0.6612 86/1621 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logits_profile_predictions_loss: 391.9439 - logcount_predictions_loss: 0.6697 262/1621 [===>..........................] - ETA: 15:00 - loss: 396.2348 - logits_profile_predictions_loss: 391.9483 - logcount_predictions_loss: 0.6698 263/1621 [===>..........................] - ETA: 14:59 - loss: 396.2387 - logits_profile_predictions_loss: 391.9521 - logcount_predictions_loss: 0.6698 264/1621 [===>..........................] - ETA: 14:59 - loss: 396.2421 - logits_profile_predictions_loss: 391.9554 - logcount_predictions_loss: 0.6698 265/1621 [===>..........................] - ETA: 14:58 - loss: 396.2457 - logits_profile_predictions_loss: 391.9588 - logcount_predictions_loss: 0.6698 266/1621 [===>..........................] - ETA: 14:58 - loss: 396.2482 - logits_profile_predictions_loss: 391.9612 - logcount_predictions_loss: 0.6698 267/1621 [===>..........................] - ETA: 14:57 - loss: 396.2522 - logits_profile_predictions_loss: 391.9651 - logcount_predictions_loss: 0.6699 268/1621 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[====>.........................] - ETA: 14:32 - loss: 396.6022 - logits_profile_predictions_loss: 392.3123 - logcount_predictions_loss: 0.6703 308/1621 [====>.........................] - ETA: 14:31 - loss: 396.6139 - logits_profile_predictions_loss: 392.3239 - logcount_predictions_loss: 0.6703 309/1621 [====>.........................] - ETA: 14:31 - loss: 396.6252 - logits_profile_predictions_loss: 392.3352 - logcount_predictions_loss: 0.6703 310/1621 [====>.........................] - ETA: 14:30 - loss: 396.6367 - logits_profile_predictions_loss: 392.3466 - logcount_predictions_loss: 0.6703 311/1621 [====>.........................] - ETA: 14:29 - loss: 396.6478 - logits_profile_predictions_loss: 392.3577 - logcount_predictions_loss: 0.6703 312/1621 [====>.........................] - ETA: 14:29 - loss: 396.6587 - logits_profile_predictions_loss: 392.3685 - logcount_predictions_loss: 0.6703 313/1621 [====>.........................] - ETA: 14:28 - loss: 396.6699 - 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[====>.........................] - ETA: 14:24 - loss: 396.7452 - logits_profile_predictions_loss: 392.4547 - logcount_predictions_loss: 0.6704 321/1621 [====>.........................] - ETA: 14:23 - loss: 396.7564 - logits_profile_predictions_loss: 392.4658 - logcount_predictions_loss: 0.6704 322/1621 [====>.........................] - ETA: 14:22 - loss: 396.7681 - logits_profile_predictions_loss: 392.4775 - logcount_predictions_loss: 0.6704 323/1621 [====>.........................] - ETA: 14:22 - loss: 396.7799 - logits_profile_predictions_loss: 392.4893 - logcount_predictions_loss: 0.6704 324/1621 [====>.........................] - ETA: 14:21 - loss: 396.7910 - logits_profile_predictions_loss: 392.5003 - logcount_predictions_loss: 0.6704 325/1621 [=====>........................] - ETA: 14:20 - loss: 396.8022 - logits_profile_predictions_loss: 392.5114 - logcount_predictions_loss: 0.6704 326/1621 [=====>........................] - ETA: 14:20 - loss: 396.8131 - 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[=====>........................] - ETA: 14:15 - loss: 396.8960 - logits_profile_predictions_loss: 392.6048 - logcount_predictions_loss: 0.6705 334/1621 [=====>........................] - ETA: 14:15 - loss: 396.9078 - logits_profile_predictions_loss: 392.6166 - logcount_predictions_loss: 0.6705 335/1621 [=====>........................] - ETA: 14:14 - loss: 396.9193 - logits_profile_predictions_loss: 392.6281 - logcount_predictions_loss: 0.6705 336/1621 [=====>........................] - ETA: 14:13 - loss: 396.9310 - logits_profile_predictions_loss: 392.6397 - logcount_predictions_loss: 0.6705 337/1621 [=====>........................] - ETA: 14:13 - loss: 396.9430 - logits_profile_predictions_loss: 392.6517 - logcount_predictions_loss: 0.6705 338/1621 [=====>........................] - ETA: 14:12 - loss: 396.9548 - logits_profile_predictions_loss: 392.6635 - logcount_predictions_loss: 0.6705 339/1621 [=====>........................] - ETA: 14:11 - loss: 396.9676 - logits_profile_predictions_loss: 392.6763 - logcount_predictions_loss: 0.6705 340/1621 [=====>........................] - ETA: 14:11 - loss: 396.9801 - logits_profile_predictions_loss: 392.6887 - logcount_predictions_loss: 0.6705 341/1621 [=====>........................] - ETA: 14:10 - loss: 396.9922 - logits_profile_predictions_loss: 392.7008 - logcount_predictions_loss: 0.6705 342/1621 [=====>........................] - ETA: 14:09 - loss: 397.0037 - logits_profile_predictions_loss: 392.7124 - logcount_predictions_loss: 0.6705 343/1621 [=====>........................] - ETA: 14:09 - loss: 397.0153 - logits_profile_predictions_loss: 392.7239 - logcount_predictions_loss: 0.6705 344/1621 [=====>........................] - ETA: 14:08 - loss: 397.0261 - logits_profile_predictions_loss: 392.7347 - logcount_predictions_loss: 0.6705 345/1621 [=====>........................] - ETA: 14:08 - loss: 397.0368 - logits_profile_predictions_loss: 392.7453 - logcount_predictions_loss: 0.6705 346/1621 [=====>........................] - ETA: 14:07 - loss: 397.0477 - logits_profile_predictions_loss: 392.7563 - logcount_predictions_loss: 0.6705 347/1621 [=====>........................] - ETA: 14:06 - loss: 397.0579 - logits_profile_predictions_loss: 392.7664 - logcount_predictions_loss: 0.6705 348/1621 [=====>........................] - ETA: 14:06 - loss: 397.0677 - logits_profile_predictions_loss: 392.7762 - logcount_predictions_loss: 0.6705 349/1621 [=====>........................] - ETA: 14:05 - loss: 397.0769 - logits_profile_predictions_loss: 392.7854 - logcount_predictions_loss: 0.6705 350/1621 [=====>........................] - ETA: 14:04 - loss: 397.0864 - logits_profile_predictions_loss: 392.7949 - logcount_predictions_loss: 0.6705 351/1621 [=====>........................] - ETA: 14:04 - loss: 397.0957 - logits_profile_predictions_loss: 392.8041 - logcount_predictions_loss: 0.6705 352/1621 [=====>........................] - ETA: 14:03 - loss: 397.1046 - logits_profile_predictions_loss: 392.8131 - logcount_predictions_loss: 0.6705 353/1621 [=====>........................] - ETA: 14:02 - loss: 397.1131 - logits_profile_predictions_loss: 392.8216 - logcount_predictions_loss: 0.6705 354/1621 [=====>........................] - ETA: 14:02 - loss: 397.1218 - logits_profile_predictions_loss: 392.8303 - logcount_predictions_loss: 0.6705 355/1621 [=====>........................] - ETA: 14:01 - loss: 397.1307 - logits_profile_predictions_loss: 392.8392 - logcount_predictions_loss: 0.6705 356/1621 [=====>........................] - ETA: 14:00 - loss: 397.1396 - logits_profile_predictions_loss: 392.8480 - logcount_predictions_loss: 0.6705 357/1621 [=====>........................] - ETA: 14:00 - loss: 397.1483 - logits_profile_predictions_loss: 392.8567 - logcount_predictions_loss: 0.6706 358/1621 [=====>........................] - ETA: 13:59 - loss: 397.1565 - logits_profile_predictions_loss: 392.8649 - logcount_predictions_loss: 0.6706 359/1621 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427.0065 - logits_profile_predictions_loss: 422.4430 - logcount_predictions_loss: 0.7130 11/1621 [..............................] - ETA: 17:27 - loss: 424.8390 - logits_profile_predictions_loss: 420.2722 - logcount_predictions_loss: 0.7136 12/1621 [..............................] - ETA: 17:27 - loss: 423.5110 - logits_profile_predictions_loss: 418.9464 - logcount_predictions_loss: 0.7132 13/1621 [..............................] - ETA: 17:27 - loss: 422.5675 - logits_profile_predictions_loss: 418.0083 - logcount_predictions_loss: 0.7124 14/1621 [..............................] - ETA: 17:27 - loss: 421.5715 - logits_profile_predictions_loss: 417.0082 - logcount_predictions_loss: 0.7130 15/1621 [..............................] - ETA: 17:26 - loss: 420.7217 - logits_profile_predictions_loss: 416.1611 - logcount_predictions_loss: 0.7126 16/1621 [..............................] - ETA: 17:26 - loss: 419.7636 - logits_profile_predictions_loss: 415.2037 - logcount_predictions_loss: 0.7125 17/1621 [..............................] - ETA: 17:26 - loss: 418.5235 - logits_profile_predictions_loss: 413.9689 - logcount_predictions_loss: 0.7116 18/1621 [..............................] - ETA: 17:25 - loss: 417.5253 - logits_profile_predictions_loss: 412.9685 - logcount_predictions_loss: 0.7120 19/1621 [..............................] - ETA: 17:25 - loss: 416.6590 - logits_profile_predictions_loss: 412.1016 - logcount_predictions_loss: 0.7121 20/1621 [..............................] - ETA: 17:24 - loss: 415.8878 - logits_profile_predictions_loss: 411.3341 - logcount_predictions_loss: 0.7115 21/1621 [..............................] - ETA: 17:24 - loss: 415.0296 - logits_profile_predictions_loss: 410.4791 - logcount_predictions_loss: 0.7110 22/1621 [..............................] - ETA: 17:23 - loss: 414.0590 - logits_profile_predictions_loss: 409.5120 - logcount_predictions_loss: 0.7105 23/1621 [..............................] - ETA: 17:23 - loss: 413.1199 - logits_profile_predictions_loss: 408.5780 - logcount_predictions_loss: 0.7097 24/1621 [..............................] - ETA: 17:22 - loss: 412.4125 - logits_profile_predictions_loss: 407.8749 - logcount_predictions_loss: 0.7090 25/1621 [..............................] - ETA: 17:22 - loss: 411.7238 - logits_profile_predictions_loss: 407.1908 - logcount_predictions_loss: 0.7083 26/1621 [..............................] - ETA: 17:21 - loss: 411.0074 - logits_profile_predictions_loss: 406.4789 - logcount_predictions_loss: 0.7076 27/1621 [..............................] - ETA: 17:21 - loss: 410.3153 - logits_profile_predictions_loss: 405.7926 - logcount_predictions_loss: 0.7067 28/1621 [..............................] - ETA: 17:20 - loss: 409.7373 - logits_profile_predictions_loss: 405.2196 - logcount_predictions_loss: 0.7059 29/1621 [..............................] - ETA: 17:20 - loss: 409.1610 - logits_profile_predictions_loss: 404.6493 - logcount_predictions_loss: 0.7049 30/1621 [..............................] - ETA: 17:19 - loss: 408.6233 - logits_profile_predictions_loss: 404.1189 - logcount_predictions_loss: 0.7038 31/1621 [..............................] - ETA: 17:19 - loss: 408.1341 - logits_profile_predictions_loss: 403.6384 - logcount_predictions_loss: 0.7025 32/1621 [..............................] - ETA: 17:18 - loss: 407.8340 - logits_profile_predictions_loss: 403.3466 - logcount_predictions_loss: 0.7012 33/1621 [..............................] - ETA: 17:18 - loss: 407.5380 - logits_profile_predictions_loss: 403.0563 - logcount_predictions_loss: 0.7003 34/1621 [..............................] - ETA: 17:17 - loss: 407.2754 - logits_profile_predictions_loss: 402.7998 - logcount_predictions_loss: 0.6993 35/1621 [..............................] - ETA: 17:17 - loss: 406.9831 - logits_profile_predictions_loss: 402.5133 - logcount_predictions_loss: 0.6984 36/1621 [..............................] - ETA: 17:16 - loss: 406.6808 - logits_profile_predictions_loss: 402.2164 - logcount_predictions_loss: 0.6976 37/1621 [..............................] - ETA: 17:16 - loss: 406.3714 - logits_profile_predictions_loss: 401.9127 - logcount_predictions_loss: 0.6967 38/1621 [..............................] - ETA: 17:15 - loss: 406.0842 - logits_profile_predictions_loss: 401.6324 - logcount_predictions_loss: 0.6956 39/1621 [..............................] - ETA: 17:14 - loss: 405.8225 - logits_profile_predictions_loss: 401.3760 - logcount_predictions_loss: 0.6948 40/1621 [..............................] - ETA: 17:14 - loss: 405.5334 - logits_profile_predictions_loss: 401.0919 - logcount_predictions_loss: 0.6940 41/1621 [..............................] - ETA: 17:13 - loss: 405.2311 - logits_profile_predictions_loss: 400.7947 - logcount_predictions_loss: 0.6932 42/1621 [..............................] - ETA: 17:13 - loss: 404.9218 - logits_profile_predictions_loss: 400.4896 - logcount_predictions_loss: 0.6925 43/1621 [..............................] - ETA: 17:12 - loss: 404.6561 - logits_profile_predictions_loss: 400.2273 - logcount_predictions_loss: 0.6920 44/1621 [..............................] - ETA: 17:12 - loss: 404.3695 - logits_profile_predictions_loss: 399.9436 - logcount_predictions_loss: 0.6915 45/1621 [..............................] - ETA: 17:11 - loss: 404.0800 - logits_profile_predictions_loss: 399.6568 - logcount_predictions_loss: 0.6911 46/1621 [..............................] - ETA: 17:11 - loss: 403.8036 - logits_profile_predictions_loss: 399.3836 - logcount_predictions_loss: 0.6906 47/1621 [..............................] - ETA: 17:10 - loss: 403.5183 - logits_profile_predictions_loss: 399.1015 - logcount_predictions_loss: 0.6901 48/1621 [..............................] - ETA: 17:09 - loss: 403.2487 - logits_profile_predictions_loss: 398.8352 - logcount_predictions_loss: 0.6896 49/1621 [..............................] - ETA: 17:09 - loss: 402.9885 - logits_profile_predictions_loss: 398.5779 - logcount_predictions_loss: 0.6891 50/1621 [..............................] - ETA: 17:08 - loss: 402.7611 - logits_profile_predictions_loss: 398.3531 - logcount_predictions_loss: 0.6887 51/1621 [..............................] - ETA: 17:08 - loss: 402.5620 - logits_profile_predictions_loss: 398.1561 - logcount_predictions_loss: 0.6884 52/1621 [..............................] - ETA: 17:07 - loss: 402.3691 - logits_profile_predictions_loss: 397.9657 - logcount_predictions_loss: 0.6880 53/1621 [..............................] - ETA: 17:07 - loss: 402.1607 - logits_profile_predictions_loss: 397.7602 - logcount_predictions_loss: 0.6876 54/1621 [..............................] - ETA: 17:06 - loss: 401.9826 - logits_profile_predictions_loss: 397.5850 - logcount_predictions_loss: 0.6871 55/1621 [>.............................] - ETA: 17:06 - loss: 401.8083 - logits_profile_predictions_loss: 397.4132 - logcount_predictions_loss: 0.6867 56/1621 [>.............................] - ETA: 17:05 - loss: 401.6563 - logits_profile_predictions_loss: 397.2636 - logcount_predictions_loss: 0.6864 57/1621 [>.............................] - ETA: 17:05 - loss: 401.4981 - logits_profile_predictions_loss: 397.1075 - logcount_predictions_loss: 0.6860 58/1621 [>.............................] - ETA: 17:04 - loss: 401.3825 - logits_profile_predictions_loss: 396.9941 - logcount_predictions_loss: 0.6857 59/1621 [>.............................] - ETA: 17:04 - loss: 401.2466 - logits_profile_predictions_loss: 396.8605 - logcount_predictions_loss: 0.6853 60/1621 [>.............................] - ETA: 17:03 - loss: 401.0703 - logits_profile_predictions_loss: 396.6867 - logcount_predictions_loss: 0.6849 61/1621 [>.............................] - ETA: 17:03 - loss: 400.9015 - logits_profile_predictions_loss: 396.5203 - logcount_predictions_loss: 0.6846 62/1621 [>.............................] - ETA: 17:02 - loss: 400.7493 - logits_profile_predictions_loss: 396.3708 - logcount_predictions_loss: 0.6841 63/1621 [>.............................] - ETA: 17:01 - loss: 400.6019 - logits_profile_predictions_loss: 396.2261 - logcount_predictions_loss: 0.6837 64/1621 [>.............................] - ETA: 17:01 - loss: 400.4648 - logits_profile_predictions_loss: 396.0918 - logcount_predictions_loss: 0.6833 65/1621 [>.............................] - ETA: 17:00 - loss: 400.3424 - logits_profile_predictions_loss: 395.9721 - logcount_predictions_loss: 0.6829 66/1621 [>.............................] - ETA: 17:00 - loss: 400.2167 - logits_profile_predictions_loss: 395.8492 - logcount_predictions_loss: 0.6824 67/1621 [>.............................] - ETA: 16:59 - loss: 400.0916 - logits_profile_predictions_loss: 395.7271 - logcount_predictions_loss: 0.6820 68/1621 [>.............................] - ETA: 16:59 - loss: 399.9857 - logits_profile_predictions_loss: 395.6238 - logcount_predictions_loss: 0.6815 69/1621 [>.............................] - ETA: 16:58 - loss: 399.8782 - logits_profile_predictions_loss: 395.5191 - logcount_predictions_loss: 0.6811 70/1621 [>.............................] - ETA: 16:58 - loss: 399.7856 - logits_profile_predictions_loss: 395.4293 - logcount_predictions_loss: 0.6807 71/1621 [>.............................] - ETA: 16:57 - loss: 399.7030 - logits_profile_predictions_loss: 395.3494 - logcount_predictions_loss: 0.6802 72/1621 [>.............................] - ETA: 16:56 - loss: 399.6119 - logits_profile_predictions_loss: 395.2610 - logcount_predictions_loss: 0.6798 73/1621 [>.............................] - ETA: 16:56 - loss: 399.5266 - logits_profile_predictions_loss: 395.1781 - logcount_predictions_loss: 0.6794 74/1621 [>.............................] - ETA: 16:55 - loss: 399.4313 - logits_profile_predictions_loss: 395.0853 - logcount_predictions_loss: 0.6791 75/1621 [>.............................] - ETA: 16:55 - loss: 399.3250 - logits_profile_predictions_loss: 394.9813 - logcount_predictions_loss: 0.6787 76/1621 [>.............................] - ETA: 16:54 - loss: 399.2107 - logits_profile_predictions_loss: 394.8692 - logcount_predictions_loss: 0.6784 77/1621 [>.............................] - ETA: 16:54 - loss: 399.1124 - logits_profile_predictions_loss: 394.7726 - logcount_predictions_loss: 0.6781 78/1621 [>.............................] - ETA: 16:53 - loss: 399.0249 - logits_profile_predictions_loss: 394.6867 - logcount_predictions_loss: 0.6778 79/1621 [>.............................] - ETA: 16:52 - loss: 398.9560 - logits_profile_predictions_loss: 394.6194 - logcount_predictions_loss: 0.6776 80/1621 [>.............................] - ETA: 16:52 - loss: 398.9015 - logits_profile_predictions_loss: 394.5668 - logcount_predictions_loss: 0.6773 81/1621 [>.............................] - ETA: 16:51 - loss: 398.8376 - logits_profile_predictions_loss: 394.5049 - logcount_predictions_loss: 0.6770 82/1621 [>.............................] - ETA: 16:51 - loss: 398.7735 - logits_profile_predictions_loss: 394.4428 - logcount_predictions_loss: 0.6767 83/1621 [>.............................] - ETA: 16:50 - loss: 398.7152 - logits_profile_predictions_loss: 394.3863 - logcount_predictions_loss: 0.6764 84/1621 [>.............................] - ETA: 16:50 - loss: 398.6643 - logits_profile_predictions_loss: 394.3372 - logcount_predictions_loss: 0.6761 85/1621 [>.............................] - ETA: 16:49 - loss: 398.6144 - logits_profile_predictions_loss: 394.2890 - logcount_predictions_loss: 0.6758 86/1621 [>.............................] - ETA: 16:49 - loss: 398.5665 - logits_profile_predictions_loss: 394.2428 - logcount_predictions_loss: 0.6756 87/1621 [>.............................] - ETA: 16:48 - loss: 398.5184 - logits_profile_predictions_loss: 394.1963 - logcount_predictions_loss: 0.6753 88/1621 [>.............................] - ETA: 16:47 - loss: 398.4709 - logits_profile_predictions_loss: 394.1503 - logcount_predictions_loss: 0.6751 89/1621 [>.............................] - ETA: 16:47 - loss: 398.4231 - logits_profile_predictions_loss: 394.1040 - logcount_predictions_loss: 0.6749 90/1621 [>.............................] - ETA: 16:46 - loss: 398.3730 - logits_profile_predictions_loss: 394.0555 - logcount_predictions_loss: 0.6746 91/1621 [>.............................] - ETA: 16:46 - loss: 398.3251 - logits_profile_predictions_loss: 394.0088 - logcount_predictions_loss: 0.6744 92/1621 [>.............................] - ETA: 16:45 - loss: 398.2741 - logits_profile_predictions_loss: 393.9590 - logcount_predictions_loss: 0.6742 93/1621 [>.............................] - ETA: 16:44 - loss: 398.2237 - logits_profile_predictions_loss: 393.9098 - logcount_predictions_loss: 0.6740 94/1621 [>.............................] - ETA: 16:44 - loss: 398.1767 - logits_profile_predictions_loss: 393.8641 - logcount_predictions_loss: 0.6738 95/1621 [>.............................] - ETA: 16:43 - loss: 398.1234 - logits_profile_predictions_loss: 393.8120 - logcount_predictions_loss: 0.6737 96/1621 [>.............................] - ETA: 16:43 - loss: 398.0724 - logits_profile_predictions_loss: 393.7622 - logcount_predictions_loss: 0.6735 97/1621 [>.............................] - ETA: 16:42 - loss: 398.0099 - logits_profile_predictions_loss: 393.7007 - logcount_predictions_loss: 0.6733 98/1621 [>.............................] - ETA: 16:42 - loss: 397.9432 - logits_profile_predictions_loss: 393.6350 - logcount_predictions_loss: 0.6731 99/1621 [>.............................] - ETA: 16:41 - loss: 397.8875 - logits_profile_predictions_loss: 393.5803 - logcount_predictions_loss: 0.6730 100/1621 [>.............................] - ETA: 16:40 - loss: 397.8315 - logits_profile_predictions_loss: 393.5254 - logcount_predictions_loss: 0.6728 101/1621 [>.............................] - ETA: 16:40 - loss: 397.7788 - logits_profile_predictions_loss: 393.4736 - logcount_predictions_loss: 0.6727 102/1621 [>.............................] - ETA: 16:39 - loss: 397.7284 - logits_profile_predictions_loss: 393.4242 - logcount_predictions_loss: 0.6725 103/1621 [>.............................] - ETA: 16:39 - loss: 397.6778 - logits_profile_predictions_loss: 393.3746 - logcount_predictions_loss: 0.6724 104/1621 [>.............................] - ETA: 16:38 - loss: 397.6278 - logits_profile_predictions_loss: 393.3257 - logcount_predictions_loss: 0.6722 105/1621 [>.............................] - ETA: 16:38 - loss: 397.5803 - logits_profile_predictions_loss: 393.2793 - logcount_predictions_loss: 0.6720 106/1621 [>.............................] - ETA: 16:37 - loss: 397.5265 - logits_profile_predictions_loss: 393.2267 - logcount_predictions_loss: 0.6718 107/1621 [>.............................] - ETA: 16:36 - loss: 397.4718 - logits_profile_predictions_loss: 393.1730 - logcount_predictions_loss: 0.6717 108/1621 [>.............................] - ETA: 16:36 - loss: 397.4151 - logits_profile_predictions_loss: 393.1175 - logcount_predictions_loss: 0.6715 109/1621 [=>............................] - ETA: 16:35 - loss: 397.3593 - logits_profile_predictions_loss: 393.0628 - logcount_predictions_loss: 0.6713 110/1621 [=>............................] - ETA: 16:35 - loss: 397.3039 - logits_profile_predictions_loss: 393.0086 - logcount_predictions_loss: 0.6711 111/1621 [=>............................] - ETA: 16:34 - loss: 397.2492 - logits_profile_predictions_loss: 392.9549 - logcount_predictions_loss: 0.6710 112/1621 [=>............................] - ETA: 16:34 - loss: 397.1855 - logits_profile_predictions_loss: 392.8923 - logcount_predictions_loss: 0.6708 113/1621 [=>............................] - ETA: 16:33 - loss: 397.1223 - logits_profile_predictions_loss: 392.8299 - logcount_predictions_loss: 0.6707 114/1621 [=>............................] - ETA: 16:32 - loss: 397.0585 - logits_profile_predictions_loss: 392.7670 - logcount_predictions_loss: 0.6705 115/1621 [=>............................] - ETA: 16:32 - loss: 397.0011 - logits_profile_predictions_loss: 392.7105 - logcount_predictions_loss: 0.6704 116/1621 [=>............................] - ETA: 16:31 - loss: 396.9374 - logits_profile_predictions_loss: 392.6476 - logcount_predictions_loss: 0.6703 117/1621 [=>............................] - ETA: 16:31 - loss: 396.8746 - logits_profile_predictions_loss: 392.5858 - logcount_predictions_loss: 0.6701 118/1621 [=>............................] - ETA: 16:30 - loss: 396.8058 - logits_profile_predictions_loss: 392.5178 - logcount_predictions_loss: 0.6700 119/1621 [=>............................] - ETA: 16:30 - loss: 396.7350 - logits_profile_predictions_loss: 392.4478 - logcount_predictions_loss: 0.6699 120/1621 [=>............................] - ETA: 16:29 - loss: 396.6627 - logits_profile_predictions_loss: 392.3763 - logcount_predictions_loss: 0.6697 121/1621 [=>............................] - ETA: 16:28 - loss: 396.5962 - logits_profile_predictions_loss: 392.3106 - logcount_predictions_loss: 0.6696 122/1621 [=>............................] - ETA: 16:28 - loss: 396.5269 - logits_profile_predictions_loss: 392.2421 - logcount_predictions_loss: 0.6695 123/1621 [=>............................] - ETA: 16:27 - loss: 396.4550 - logits_profile_predictions_loss: 392.1711 - logcount_predictions_loss: 0.6694 124/1621 [=>............................] - ETA: 16:27 - loss: 396.3814 - logits_profile_predictions_loss: 392.0983 - logcount_predictions_loss: 0.6692 125/1621 [=>............................] - ETA: 16:26 - loss: 396.3098 - logits_profile_predictions_loss: 392.0274 - logcount_predictions_loss: 0.6691 126/1621 [=>............................] - ETA: 16:26 - loss: 396.2362 - logits_profile_predictions_loss: 391.9545 - logcount_predictions_loss: 0.6690 127/1621 [=>............................] - ETA: 16:25 - loss: 396.1677 - logits_profile_predictions_loss: 391.8868 - logcount_predictions_loss: 0.6689 128/1621 [=>............................] - ETA: 16:24 - loss: 396.1000 - logits_profile_predictions_loss: 391.8198 - logcount_predictions_loss: 0.6688 129/1621 [=>............................] - ETA: 16:24 - loss: 396.0303 - logits_profile_predictions_loss: 391.7509 - logcount_predictions_loss: 0.6687 130/1621 [=>............................] - ETA: 16:23 - loss: 395.9630 - logits_profile_predictions_loss: 391.6844 - logcount_predictions_loss: 0.6685 131/1621 [=>............................] - ETA: 16:23 - loss: 395.8993 - logits_profile_predictions_loss: 391.6215 - logcount_predictions_loss: 0.6684 132/1621 [=>............................] - ETA: 16:22 - loss: 395.8322 - logits_profile_predictions_loss: 391.5551 - logcount_predictions_loss: 0.6683 133/1621 [=>............................] - ETA: 16:21 - loss: 395.7693 - logits_profile_predictions_loss: 391.4928 - logcount_predictions_loss: 0.6682 134/1621 [=>............................] - ETA: 16:21 - loss: 395.7086 - logits_profile_predictions_loss: 391.4328 - logcount_predictions_loss: 0.6681 135/1621 [=>............................] - ETA: 16:20 - loss: 395.6471 - logits_profile_predictions_loss: 391.3720 - logcount_predictions_loss: 0.6680 136/1621 [=>............................] - ETA: 16:20 - loss: 395.5844 - logits_profile_predictions_loss: 391.3100 - logcount_predictions_loss: 0.6679 137/1621 [=>............................] - ETA: 16:19 - loss: 395.5189 - logits_profile_predictions_loss: 391.2452 - logcount_predictions_loss: 0.6678 138/1621 [=>............................] - ETA: 16:19 - loss: 395.4556 - logits_profile_predictions_loss: 391.1828 - logcount_predictions_loss: 0.6676 139/1621 [=>............................] - ETA: 16:18 - loss: 395.3966 - logits_profile_predictions_loss: 391.1245 - logcount_predictions_loss: 0.6675 140/1621 [=>............................] - ETA: 16:18 - loss: 395.3412 - logits_profile_predictions_loss: 391.0699 - logcount_predictions_loss: 0.6674 141/1621 [=>............................] - ETA: 16:17 - loss: 395.2856 - logits_profile_predictions_loss: 391.0150 - logcount_predictions_loss: 0.6673 142/1621 [=>............................] - ETA: 16:16 - loss: 395.2275 - logits_profile_predictions_loss: 390.9578 - logcount_predictions_loss: 0.6671 143/1621 [=>............................] - ETA: 16:16 - loss: 395.1671 - logits_profile_predictions_loss: 390.8981 - logcount_predictions_loss: 0.6670 144/1621 [=>............................] - ETA: 16:15 - loss: 395.1109 - logits_profile_predictions_loss: 390.8428 - logcount_predictions_loss: 0.6669 145/1621 [=>............................] - ETA: 16:15 - loss: 395.0564 - logits_profile_predictions_loss: 390.7890 - logcount_predictions_loss: 0.6668 146/1621 [=>............................] - ETA: 16:14 - loss: 395.0048 - logits_profile_predictions_loss: 390.7382 - logcount_predictions_loss: 0.6667 147/1621 [=>............................] - ETA: 16:14 - loss: 394.9553 - logits_profile_predictions_loss: 390.6895 - logcount_predictions_loss: 0.6665 148/1621 [=>............................] - ETA: 16:13 - loss: 394.9053 - logits_profile_predictions_loss: 390.6403 - logcount_predictions_loss: 0.6664 149/1621 [=>............................] - ETA: 16:12 - loss: 394.8566 - logits_profile_predictions_loss: 390.5924 - logcount_predictions_loss: 0.6663 150/1621 [=>............................] - ETA: 16:12 - loss: 394.8089 - logits_profile_predictions_loss: 390.5455 - logcount_predictions_loss: 0.6662 151/1621 [=>............................] - ETA: 16:11 - loss: 394.7603 - logits_profile_predictions_loss: 390.4977 - logcount_predictions_loss: 0.6660 152/1621 [=>............................] - ETA: 16:11 - loss: 394.7143 - logits_profile_predictions_loss: 390.4525 - logcount_predictions_loss: 0.6659 153/1621 [=>............................] - ETA: 16:10 - loss: 394.6699 - 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[============================>.] - ETA: 12s - loss: 392.8955 - logits_profile_predictions_loss: 388.7479 - logcount_predictions_loss: 0.6480 1604/1621 [============================>.] - ETA: 11s - loss: 392.8951 - logits_profile_predictions_loss: 388.7475 - logcount_predictions_loss: 0.6480 1605/1621 [============================>.] - ETA: 10s - loss: 392.8946 - logits_profile_predictions_loss: 388.7471 - logcount_predictions_loss: 0.6480 1606/1621 [============================>.] - ETA: 10s - loss: 392.8942 - logits_profile_predictions_loss: 388.7467 - logcount_predictions_loss: 0.6480 1607/1621 [============================>.] - ETA: 9s - loss: 392.8938 - logits_profile_predictions_loss: 388.7463 - logcount_predictions_loss: 0.6480  1608/1621 [============================>.] - ETA: 8s - loss: 392.8934 - logits_profile_predictions_loss: 388.7459 - logcount_predictions_loss: 0.6480 1609/1621 [============================>.] - ETA: 8s - loss: 392.8930 - logits_profile_predictions_loss: 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0.6480 - val_loss: 414.2662 - val_logits_profile_predictions_loss: 410.1560 - val_logcount_predictions_loss: 0.6422 + +Epoch 00010: val_loss improved from 414.67084 to 414.26617, saving model to chrombppnet_model_encsr283tme_bias/chrombpnet.h5 +Epoch 11/50 + 1/1621 [..............................] - ETA: 18:43 - loss: 329.0695 - logits_profile_predictions_loss: 324.3579 - logcount_predictions_loss: 0.7362 2/1621 [..............................] - ETA: 17:35 - loss: 342.1561 - logits_profile_predictions_loss: 337.6599 - logcount_predictions_loss: 0.7025 3/1621 [..............................] - ETA: 17:33 - loss: 345.4394 - logits_profile_predictions_loss: 340.9702 - logcount_predictions_loss: 0.6983 4/1621 [..............................] - ETA: 17:32 - loss: 353.7728 - logits_profile_predictions_loss: 349.1826 - logcount_predictions_loss: 0.7172 5/1621 [..............................] - ETA: 17:31 - loss: 358.0342 - logits_profile_predictions_loss: 353.3985 - logcount_predictions_loss: 0.7243 6/1621 [..............................] - ETA: 17:31 - loss: 360.5980 - logits_profile_predictions_loss: 355.9832 - logcount_predictions_loss: 0.7211 7/1621 [..............................] - ETA: 17:31 - loss: 362.3793 - logits_profile_predictions_loss: 357.7902 - logcount_predictions_loss: 0.7171 8/1621 [..............................] - ETA: 17:31 - loss: 364.6715 - logits_profile_predictions_loss: 360.1311 - logcount_predictions_loss: 0.7094 9/1621 [..............................] - ETA: 17:30 - loss: 366.9129 - logits_profile_predictions_loss: 362.4022 - logcount_predictions_loss: 0.7048 10/1621 [..............................] - ETA: 17:30 - loss: 369.0237 - logits_profile_predictions_loss: 364.5373 - logcount_predictions_loss: 0.7010 11/1621 [..............................] - ETA: 17:29 - loss: 371.0954 - logits_profile_predictions_loss: 366.6279 - logcount_predictions_loss: 0.6981 12/1621 [..............................] - ETA: 17:29 - loss: 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19/1621 [..............................] - ETA: 17:25 - loss: 380.9944 - logits_profile_predictions_loss: 376.6132 - logcount_predictions_loss: 0.6846 20/1621 [..............................] - ETA: 17:25 - loss: 381.6686 - logits_profile_predictions_loss: 377.2948 - logcount_predictions_loss: 0.6834 21/1621 [..............................] - ETA: 17:24 - loss: 382.3723 - logits_profile_predictions_loss: 378.0063 - logcount_predictions_loss: 0.6822 22/1621 [..............................] - ETA: 17:24 - loss: 382.9806 - logits_profile_predictions_loss: 378.6231 - logcount_predictions_loss: 0.6809 23/1621 [..............................] - ETA: 17:23 - loss: 383.3966 - logits_profile_predictions_loss: 379.0466 - logcount_predictions_loss: 0.6797 24/1621 [..............................] - ETA: 17:23 - loss: 383.7501 - logits_profile_predictions_loss: 379.4079 - logcount_predictions_loss: 0.6785 25/1621 [..............................] - ETA: 17:22 - loss: 384.2056 - logits_profile_predictions_loss: 379.8701 - logcount_predictions_loss: 0.6774 26/1621 [..............................] - ETA: 17:22 - loss: 384.6207 - logits_profile_predictions_loss: 380.2931 - logcount_predictions_loss: 0.6762 27/1621 [..............................] - ETA: 17:21 - loss: 385.1074 - logits_profile_predictions_loss: 380.7877 - logcount_predictions_loss: 0.6750 28/1621 [..............................] - ETA: 17:21 - loss: 385.5890 - logits_profile_predictions_loss: 381.2752 - logcount_predictions_loss: 0.6740 29/1621 [..............................] - ETA: 17:20 - loss: 385.9813 - logits_profile_predictions_loss: 381.6738 - logcount_predictions_loss: 0.6730 30/1621 [..............................] - ETA: 17:20 - loss: 386.3023 - logits_profile_predictions_loss: 382.0015 - logcount_predictions_loss: 0.6720 31/1621 [..............................] - ETA: 17:19 - loss: 386.6054 - logits_profile_predictions_loss: 382.3105 - logcount_predictions_loss: 0.6711 32/1621 [..............................] - ETA: 17:19 - loss: 386.9419 - logits_profile_predictions_loss: 382.6525 - logcount_predictions_loss: 0.6702 33/1621 [..............................] - ETA: 17:18 - loss: 387.2713 - logits_profile_predictions_loss: 382.9878 - logcount_predictions_loss: 0.6693 34/1621 [..............................] - ETA: 17:18 - loss: 387.5329 - logits_profile_predictions_loss: 383.2546 - logcount_predictions_loss: 0.6685 35/1621 [..............................] - ETA: 17:17 - loss: 387.7409 - logits_profile_predictions_loss: 383.4673 - logcount_predictions_loss: 0.6677 36/1621 [..............................] - ETA: 17:17 - loss: 387.9524 - logits_profile_predictions_loss: 383.6836 - logcount_predictions_loss: 0.6670 37/1621 [..............................] - ETA: 17:16 - loss: 388.1293 - logits_profile_predictions_loss: 383.8655 - logcount_predictions_loss: 0.6662 38/1621 [..............................] - ETA: 17:15 - loss: 388.2597 - logits_profile_predictions_loss: 384.0005 - logcount_predictions_loss: 0.6655 39/1621 [..............................] - ETA: 17:15 - loss: 388.3894 - logits_profile_predictions_loss: 384.1351 - logcount_predictions_loss: 0.6647 40/1621 [..............................] - ETA: 17:14 - loss: 388.5232 - logits_profile_predictions_loss: 384.2742 - logcount_predictions_loss: 0.6639 41/1621 [..............................] - ETA: 17:14 - loss: 388.6722 - logits_profile_predictions_loss: 384.4283 - logcount_predictions_loss: 0.6631 42/1621 [..............................] - ETA: 17:13 - loss: 388.7900 - logits_profile_predictions_loss: 384.5512 - logcount_predictions_loss: 0.6623 43/1621 [..............................] - ETA: 17:13 - loss: 388.8923 - logits_profile_predictions_loss: 384.6586 - logcount_predictions_loss: 0.6615 44/1621 [..............................] - ETA: 17:12 - loss: 388.9647 - logits_profile_predictions_loss: 384.7364 - logcount_predictions_loss: 0.6607 45/1621 [..............................] - ETA: 17:11 - loss: 389.0979 - logits_profile_predictions_loss: 384.8748 - logcount_predictions_loss: 0.6599 46/1621 [..............................] - ETA: 17:11 - loss: 389.2139 - logits_profile_predictions_loss: 384.9957 - logcount_predictions_loss: 0.6591 47/1621 [..............................] - ETA: 17:11 - loss: 389.3044 - logits_profile_predictions_loss: 385.0910 - logcount_predictions_loss: 0.6584 48/1621 [..............................] - ETA: 17:10 - loss: 389.3843 - logits_profile_predictions_loss: 385.1757 - logcount_predictions_loss: 0.6576 49/1621 [..............................] - ETA: 17:10 - loss: 389.4863 - logits_profile_predictions_loss: 385.2825 - logcount_predictions_loss: 0.6568 50/1621 [..............................] - ETA: 17:09 - loss: 389.5753 - logits_profile_predictions_loss: 385.3769 - logcount_predictions_loss: 0.6560 51/1621 [..............................] - ETA: 17:08 - loss: 389.7002 - logits_profile_predictions_loss: 385.5069 - logcount_predictions_loss: 0.6552 52/1621 [..............................] - ETA: 17:08 - loss: 389.8305 - logits_profile_predictions_loss: 385.6419 - logcount_predictions_loss: 0.6545 53/1621 [..............................] - ETA: 17:07 - loss: 389.9462 - logits_profile_predictions_loss: 385.7616 - logcount_predictions_loss: 0.6538 54/1621 [..............................] - ETA: 17:07 - loss: 390.0471 - logits_profile_predictions_loss: 385.8668 - logcount_predictions_loss: 0.6532 55/1621 [>.............................] - ETA: 17:06 - loss: 390.1541 - logits_profile_predictions_loss: 385.9778 - logcount_predictions_loss: 0.6526 56/1621 [>.............................] - ETA: 17:06 - loss: 390.2456 - logits_profile_predictions_loss: 386.0727 - logcount_predictions_loss: 0.6520 57/1621 [>.............................] - ETA: 17:05 - loss: 390.3420 - logits_profile_predictions_loss: 386.1722 - logcount_predictions_loss: 0.6515 58/1621 [>.............................] - ETA: 17:05 - loss: 390.4331 - logits_profile_predictions_loss: 386.2665 - logcount_predictions_loss: 0.6510 59/1621 [>.............................] - ETA: 17:04 - loss: 390.5031 - logits_profile_predictions_loss: 386.3399 - logcount_predictions_loss: 0.6505 60/1621 [>.............................] - ETA: 17:04 - loss: 390.5393 - logits_profile_predictions_loss: 386.3795 - logcount_predictions_loss: 0.6500 61/1621 [>.............................] - ETA: 17:03 - loss: 390.5732 - logits_profile_predictions_loss: 386.4167 - logcount_predictions_loss: 0.6495 62/1621 [>.............................] - ETA: 17:03 - loss: 390.6212 - logits_profile_predictions_loss: 386.4679 - logcount_predictions_loss: 0.6490 63/1621 [>.............................] - ETA: 17:02 - loss: 390.6481 - logits_profile_predictions_loss: 386.4979 - logcount_predictions_loss: 0.6485 64/1621 [>.............................] - ETA: 17:02 - loss: 390.6830 - 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logits_profile_predictions_loss: 386.1150 - logcount_predictions_loss: 0.6292 260/1621 [===>..........................] - ETA: 15:05 - loss: 390.1336 - logits_profile_predictions_loss: 386.1066 - logcount_predictions_loss: 0.6292 261/1621 [===>..........................] - ETA: 15:04 - loss: 390.1255 - logits_profile_predictions_loss: 386.0986 - logcount_predictions_loss: 0.6292 262/1621 [===>..........................] - ETA: 15:03 - loss: 390.1178 - logits_profile_predictions_loss: 386.0910 - logcount_predictions_loss: 0.6292 263/1621 [===>..........................] - ETA: 15:03 - loss: 390.1099 - logits_profile_predictions_loss: 386.0832 - logcount_predictions_loss: 0.6292 264/1621 [===>..........................] - ETA: 15:02 - loss: 390.1027 - logits_profile_predictions_loss: 386.0761 - logcount_predictions_loss: 0.6291 265/1621 [===>..........................] - ETA: 15:01 - loss: 390.0961 - logits_profile_predictions_loss: 386.0697 - logcount_predictions_loss: 0.6291 266/1621 [===>..........................] - ETA: 15:01 - loss: 390.0891 - logits_profile_predictions_loss: 386.0628 - logcount_predictions_loss: 0.6291 267/1621 [===>..........................] - ETA: 15:00 - loss: 390.0821 - logits_profile_predictions_loss: 386.0559 - logcount_predictions_loss: 0.6291 268/1621 [===>..........................] - ETA: 15:00 - loss: 390.0762 - logits_profile_predictions_loss: 386.0502 - logcount_predictions_loss: 0.6291 269/1621 [===>..........................] - ETA: 14:59 - loss: 390.0707 - logits_profile_predictions_loss: 386.0447 - logcount_predictions_loss: 0.6291 270/1621 [===>..........................] - ETA: 14:58 - loss: 390.0649 - logits_profile_predictions_loss: 386.0391 - logcount_predictions_loss: 0.6290 271/1621 [====>.........................] - ETA: 14:58 - loss: 390.0594 - logits_profile_predictions_loss: 386.0337 - logcount_predictions_loss: 0.6290 272/1621 [====>.........................] - ETA: 14:57 - loss: 390.0530 - logits_profile_predictions_loss: 386.0273 - logcount_predictions_loss: 0.6290 273/1621 [====>.........................] - ETA: 14:56 - loss: 390.0458 - logits_profile_predictions_loss: 386.0203 - logcount_predictions_loss: 0.6290 274/1621 [====>.........................] - ETA: 14:56 - loss: 390.0393 - logits_profile_predictions_loss: 386.0139 - logcount_predictions_loss: 0.6290 275/1621 [====>.........................] - ETA: 14:55 - loss: 390.0334 - logits_profile_predictions_loss: 386.0081 - logcount_predictions_loss: 0.6290 276/1621 [====>.........................] - ETA: 14:54 - loss: 390.0272 - logits_profile_predictions_loss: 386.0020 - logcount_predictions_loss: 0.6289 277/1621 [====>.........................] - ETA: 14:54 - loss: 390.0211 - logits_profile_predictions_loss: 385.9960 - logcount_predictions_loss: 0.6289 278/1621 [====>.........................] - ETA: 14:53 - loss: 390.0162 - logits_profile_predictions_loss: 385.9912 - logcount_predictions_loss: 0.6289 279/1621 [====>.........................] - ETA: 14:53 - loss: 390.0122 - logits_profile_predictions_loss: 385.9872 - logcount_predictions_loss: 0.6289 280/1621 [====>.........................] - ETA: 14:52 - loss: 390.0088 - logits_profile_predictions_loss: 385.9838 - logcount_predictions_loss: 0.6289 281/1621 [====>.........................] - ETA: 14:51 - loss: 390.0058 - logits_profile_predictions_loss: 385.9809 - logcount_predictions_loss: 0.6289 282/1621 [====>.........................] - ETA: 14:51 - loss: 390.0028 - logits_profile_predictions_loss: 385.9779 - logcount_predictions_loss: 0.6289 283/1621 [====>.........................] - ETA: 14:50 - loss: 389.9991 - logits_profile_predictions_loss: 385.9742 - logcount_predictions_loss: 0.6289 284/1621 [====>.........................] - ETA: 14:49 - loss: 389.9949 - logits_profile_predictions_loss: 385.9701 - logcount_predictions_loss: 0.6289 285/1621 [====>.........................] - ETA: 14:49 - loss: 389.9913 - logits_profile_predictions_loss: 385.9665 - logcount_predictions_loss: 0.6289 286/1621 [====>.........................] - ETA: 14:48 - loss: 389.9879 - logits_profile_predictions_loss: 385.9631 - logcount_predictions_loss: 0.6289 287/1621 [====>.........................] - ETA: 14:47 - loss: 389.9844 - logits_profile_predictions_loss: 385.9595 - logcount_predictions_loss: 0.6289 288/1621 [====>.........................] - ETA: 14:47 - loss: 389.9804 - logits_profile_predictions_loss: 385.9555 - logcount_predictions_loss: 0.6289 289/1621 [====>.........................] - ETA: 14:46 - loss: 389.9755 - logits_profile_predictions_loss: 385.9506 - logcount_predictions_loss: 0.6289 290/1621 [====>.........................] - ETA: 14:46 - loss: 389.9706 - logits_profile_predictions_loss: 385.9457 - logcount_predictions_loss: 0.6289 291/1621 [====>.........................] - ETA: 14:45 - loss: 389.9651 - logits_profile_predictions_loss: 385.9402 - logcount_predictions_loss: 0.6289 292/1621 [====>.........................] - ETA: 14:44 - loss: 389.9598 - logits_profile_predictions_loss: 385.9349 - logcount_predictions_loss: 0.6289 293/1621 [====>.........................] - ETA: 14:44 - loss: 389.9547 - logits_profile_predictions_loss: 385.9298 - logcount_predictions_loss: 0.6289 294/1621 [====>.........................] - ETA: 14:43 - loss: 389.9506 - logits_profile_predictions_loss: 385.9257 - logcount_predictions_loss: 0.6289 295/1621 [====>.........................] - ETA: 14:42 - loss: 389.9468 - logits_profile_predictions_loss: 385.9218 - logcount_predictions_loss: 0.6289 296/1621 [====>.........................] - ETA: 14:42 - loss: 389.9435 - logits_profile_predictions_loss: 385.9185 - logcount_predictions_loss: 0.6289 297/1621 [====>.........................] - ETA: 14:41 - loss: 389.9402 - logits_profile_predictions_loss: 385.9152 - logcount_predictions_loss: 0.6289 298/1621 [====>.........................] - ETA: 14:40 - loss: 389.9372 - logits_profile_predictions_loss: 385.9121 - logcount_predictions_loss: 0.6289 299/1621 [====>.........................] - ETA: 14:40 - loss: 389.9337 - logits_profile_predictions_loss: 385.9086 - logcount_predictions_loss: 0.6289 300/1621 [====>.........................] - ETA: 14:39 - loss: 389.9302 - logits_profile_predictions_loss: 385.9051 - logcount_predictions_loss: 0.6289 301/1621 [====>.........................] - ETA: 14:39 - loss: 389.9277 - logits_profile_predictions_loss: 385.9025 - logcount_predictions_loss: 0.6289 302/1621 [====>.........................] - ETA: 14:38 - loss: 389.9269 - logits_profile_predictions_loss: 385.9016 - logcount_predictions_loss: 0.6289 303/1621 [====>.........................] - ETA: 14:37 - loss: 389.9261 - logits_profile_predictions_loss: 385.9009 - logcount_predictions_loss: 0.6289 304/1621 [====>.........................] - ETA: 14:37 - loss: 389.9256 - logits_profile_predictions_loss: 385.9003 - logcount_predictions_loss: 0.6289 305/1621 [====>.........................] - ETA: 14:36 - loss: 389.9243 - logits_profile_predictions_loss: 385.8990 - logcount_predictions_loss: 0.6289 306/1621 [====>.........................] - ETA: 14:35 - loss: 389.9227 - logits_profile_predictions_loss: 385.8974 - logcount_predictions_loss: 0.6290 307/1621 [====>.........................] - ETA: 14:35 - loss: 389.9208 - logits_profile_predictions_loss: 385.8955 - logcount_predictions_loss: 0.6290 308/1621 [====>.........................] - ETA: 14:34 - loss: 389.9188 - logits_profile_predictions_loss: 385.8935 - logcount_predictions_loss: 0.6290 309/1621 [====>.........................] - ETA: 14:33 - loss: 389.9163 - logits_profile_predictions_loss: 385.8910 - logcount_predictions_loss: 0.6290 310/1621 [====>.........................] - ETA: 14:33 - loss: 389.9137 - logits_profile_predictions_loss: 385.8883 - logcount_predictions_loss: 0.6290 311/1621 [====>.........................] - ETA: 14:32 - loss: 389.9097 - logits_profile_predictions_loss: 385.8843 - logcount_predictions_loss: 0.6290 312/1621 [====>.........................] - ETA: 14:32 - loss: 389.9055 - logits_profile_predictions_loss: 385.8802 - logcount_predictions_loss: 0.6290 313/1621 [====>.........................] - ETA: 14:31 - loss: 389.9008 - logits_profile_predictions_loss: 385.8755 - logcount_predictions_loss: 0.6290 314/1621 [====>.........................] - ETA: 14:30 - loss: 389.8968 - logits_profile_predictions_loss: 385.8715 - logcount_predictions_loss: 0.6289 315/1621 [====>.........................] - ETA: 14:30 - loss: 389.8926 - logits_profile_predictions_loss: 385.8673 - logcount_predictions_loss: 0.6289 316/1621 [====>.........................] - ETA: 14:29 - loss: 389.8890 - logits_profile_predictions_loss: 385.8638 - logcount_predictions_loss: 0.6289 317/1621 [====>.........................] - ETA: 14:28 - loss: 389.8849 - logits_profile_predictions_loss: 385.8598 - logcount_predictions_loss: 0.6289 318/1621 [====>.........................] - ETA: 14:28 - loss: 389.8817 - logits_profile_predictions_loss: 385.8566 - logcount_predictions_loss: 0.6289 319/1621 [====>.........................] - ETA: 14:27 - loss: 389.8783 - logits_profile_predictions_loss: 385.8533 - logcount_predictions_loss: 0.6289 320/1621 [====>.........................] - ETA: 14:26 - loss: 389.8752 - logits_profile_predictions_loss: 385.8502 - logcount_predictions_loss: 0.6289 321/1621 [====>.........................] - ETA: 14:26 - loss: 389.8728 - logits_profile_predictions_loss: 385.8478 - logcount_predictions_loss: 0.6289 322/1621 [====>.........................] - ETA: 14:25 - loss: 389.8702 - logits_profile_predictions_loss: 385.8453 - logcount_predictions_loss: 0.6289 323/1621 [====>.........................] - ETA: 14:25 - loss: 389.8678 - logits_profile_predictions_loss: 385.8428 - logcount_predictions_loss: 0.6289 324/1621 [====>.........................] - ETA: 14:24 - loss: 389.8661 - logits_profile_predictions_loss: 385.8412 - logcount_predictions_loss: 0.6289 325/1621 [=====>........................] - ETA: 14:23 - loss: 389.8649 - logits_profile_predictions_loss: 385.8400 - logcount_predictions_loss: 0.6289 326/1621 [=====>........................] - ETA: 14:23 - loss: 389.8633 - logits_profile_predictions_loss: 385.8384 - logcount_predictions_loss: 0.6289 327/1621 [=====>........................] - ETA: 14:22 - loss: 389.8606 - logits_profile_predictions_loss: 385.8358 - logcount_predictions_loss: 0.6289 328/1621 [=====>........................] - ETA: 14:21 - loss: 389.8570 - logits_profile_predictions_loss: 385.8323 - logcount_predictions_loss: 0.6289 329/1621 [=====>........................] - ETA: 14:21 - loss: 389.8533 - logits_profile_predictions_loss: 385.8287 - logcount_predictions_loss: 0.6288 330/1621 [=====>........................] - ETA: 14:20 - loss: 389.8493 - logits_profile_predictions_loss: 385.8248 - logcount_predictions_loss: 0.6288 331/1621 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[============================>.] - ETA: 10s - loss: 388.9278 - logits_profile_predictions_loss: 384.9141 - logcount_predictions_loss: 0.6271 1606/1621 [============================>.] - ETA: 10s - loss: 388.9277 - logits_profile_predictions_loss: 384.9140 - logcount_predictions_loss: 0.6271 1607/1621 [============================>.] - ETA: 9s - loss: 388.9276 - logits_profile_predictions_loss: 384.9140 - logcount_predictions_loss: 0.6271  1608/1621 [============================>.] - ETA: 8s - loss: 388.9275 - logits_profile_predictions_loss: 384.9139 - logcount_predictions_loss: 0.6271 1609/1621 [============================>.] - ETA: 8s - loss: 388.9275 - logits_profile_predictions_loss: 384.9139 - logcount_predictions_loss: 0.6271 1610/1621 [============================>.] - ETA: 7s - loss: 388.9274 - logits_profile_predictions_loss: 384.9138 - logcount_predictions_loss: 0.6271 1611/1621 [============================>.] - ETA: 6s - loss: 388.9274 - logits_profile_predictions_loss: 384.9138 - logcount_predictions_loss: 0.6271 1612/1621 [============================>.] - ETA: 6s - loss: 388.9273 - logits_profile_predictions_loss: 384.9137 - logcount_predictions_loss: 0.6271 1613/1621 [============================>.] - ETA: 5s - loss: 388.9272 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1614/1621 [============================>.] - ETA: 4s - loss: 388.9272 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1615/1621 [============================>.] - ETA: 4s - loss: 388.9271 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1616/1621 [============================>.] - ETA: 3s - loss: 388.9271 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1617/1621 [============================>.] - ETA: 2s - loss: 388.9271 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1618/1621 [============================>.] - ETA: 2s - loss: 388.9271 - logits_profile_predictions_loss: 384.9135 - logcount_predictions_loss: 0.6271 1619/1621 [============================>.] - ETA: 1s - loss: 388.9271 - logits_profile_predictions_loss: 384.9135 - logcount_predictions_loss: 0.6271 1620/1621 [============================>.] - ETA: 0s - loss: 388.9271 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1621/1621 [==============================] - ETA: 0s - loss: 388.9271 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 1621/1621 [==============================] - 1125s 694ms/step - loss: 388.9271 - logits_profile_predictions_loss: 384.9136 - logcount_predictions_loss: 0.6271 - val_loss: 421.5685 - val_logits_profile_predictions_loss: 417.5007 - val_logcount_predictions_loss: 0.6356 + +Epoch 00011: val_loss did not improve from 414.26617 +Epoch 12/50 + 1/1621 [..............................] - ETA: 18:49 - loss: 355.4257 - logits_profile_predictions_loss: 349.9293 - logcount_predictions_loss: 0.8588 2/1621 [..............................] - ETA: 17:28 - loss: 367.3474 - logits_profile_predictions_loss: 361.9489 - logcount_predictions_loss: 0.8435 3/1621 [..............................] - ETA: 17:27 - loss: 378.0766 - logits_profile_predictions_loss: 372.9301 - logcount_predictions_loss: 0.8041 4/1621 [..............................] - ETA: 17:27 - loss: 379.3508 - logits_profile_predictions_loss: 374.4344 - logcount_predictions_loss: 0.7682 5/1621 [..............................] - ETA: 17:27 - loss: 379.5092 - logits_profile_predictions_loss: 374.7627 - logcount_predictions_loss: 0.7416 6/1621 [..............................] - ETA: 17:28 - loss: 380.2277 - logits_profile_predictions_loss: 375.5683 - logcount_predictions_loss: 0.7280 7/1621 [..............................] - ETA: 17:27 - loss: 381.0383 - logits_profile_predictions_loss: 376.4500 - logcount_predictions_loss: 0.7169 8/1621 [..............................] - ETA: 17:27 - loss: 383.3452 - logits_profile_predictions_loss: 378.8032 - logcount_predictions_loss: 0.7097 9/1621 [..............................] - ETA: 17:27 - loss: 384.3935 - logits_profile_predictions_loss: 379.9004 - logcount_predictions_loss: 0.7020 10/1621 [..............................] - ETA: 17:27 - loss: 385.4444 - logits_profile_predictions_loss: 380.9876 - logcount_predictions_loss: 0.6964 11/1621 [..............................] - ETA: 17:27 - loss: 385.6056 - logits_profile_predictions_loss: 381.1823 - logcount_predictions_loss: 0.6911 12/1621 [..............................] - ETA: 17:27 - loss: 385.2311 - logits_profile_predictions_loss: 380.8381 - logcount_predictions_loss: 0.6864 13/1621 [..............................] - ETA: 17:26 - loss: 384.8795 - logits_profile_predictions_loss: 380.5046 - logcount_predictions_loss: 0.6836 14/1621 [..............................] - ETA: 17:26 - loss: 385.0157 - logits_profile_predictions_loss: 380.6464 - logcount_predictions_loss: 0.6827 15/1621 [..............................] - ETA: 17:26 - loss: 385.6862 - logits_profile_predictions_loss: 381.3208 - logcount_predictions_loss: 0.6821 16/1621 [..............................] - ETA: 17:25 - loss: 386.1241 - logits_profile_predictions_loss: 381.7646 - logcount_predictions_loss: 0.6812 17/1621 [..............................] - ETA: 17:24 - loss: 386.5657 - logits_profile_predictions_loss: 382.2149 - logcount_predictions_loss: 0.6798 18/1621 [..............................] - ETA: 17:24 - loss: 386.9253 - logits_profile_predictions_loss: 382.5818 - logcount_predictions_loss: 0.6787 19/1621 [..............................] - ETA: 17:24 - loss: 387.3087 - logits_profile_predictions_loss: 382.9707 - logcount_predictions_loss: 0.6778 20/1621 [..............................] - ETA: 17:23 - loss: 387.7297 - logits_profile_predictions_loss: 383.3990 - logcount_predictions_loss: 0.6767 21/1621 [..............................] - ETA: 17:23 - loss: 388.1835 - logits_profile_predictions_loss: 383.8625 - logcount_predictions_loss: 0.6752 22/1621 [..............................] - ETA: 17:22 - loss: 388.5450 - logits_profile_predictions_loss: 384.2355 - logcount_predictions_loss: 0.6734 23/1621 [..............................] - ETA: 17:22 - loss: 388.8315 - logits_profile_predictions_loss: 384.5332 - logcount_predictions_loss: 0.6716 24/1621 [..............................] - ETA: 17:21 - loss: 389.1312 - logits_profile_predictions_loss: 384.8416 - logcount_predictions_loss: 0.6702 25/1621 [..............................] - ETA: 17:21 - loss: 389.3208 - logits_profile_predictions_loss: 385.0412 - logcount_predictions_loss: 0.6687 26/1621 [..............................] - ETA: 17:20 - loss: 389.5384 - logits_profile_predictions_loss: 385.2691 - logcount_predictions_loss: 0.6671 27/1621 [..............................] - ETA: 17:20 - loss: 389.7643 - logits_profile_predictions_loss: 385.5050 - logcount_predictions_loss: 0.6655 28/1621 [..............................] - ETA: 17:19 - loss: 389.9336 - logits_profile_predictions_loss: 385.6850 - logcount_predictions_loss: 0.6638 29/1621 [..............................] - ETA: 17:19 - loss: 390.0158 - logits_profile_predictions_loss: 385.7765 - logcount_predictions_loss: 0.6624 30/1621 [..............................] - ETA: 17:18 - loss: 390.0654 - logits_profile_predictions_loss: 385.8351 - logcount_predictions_loss: 0.6610 31/1621 [..............................] - ETA: 17:18 - loss: 390.2348 - logits_profile_predictions_loss: 386.0130 - logcount_predictions_loss: 0.6597 32/1621 [..............................] - ETA: 17:17 - loss: 390.3734 - logits_profile_predictions_loss: 386.1588 - logcount_predictions_loss: 0.6585 33/1621 [..............................] - ETA: 17:17 - loss: 390.5011 - logits_profile_predictions_loss: 386.2940 - logcount_predictions_loss: 0.6574 34/1621 [..............................] - ETA: 17:16 - loss: 390.6248 - logits_profile_predictions_loss: 386.4253 - logcount_predictions_loss: 0.6562 35/1621 [..............................] - ETA: 17:16 - loss: 390.7145 - logits_profile_predictions_loss: 386.5211 - logcount_predictions_loss: 0.6552 36/1621 [..............................] - ETA: 17:15 - loss: 390.7734 - logits_profile_predictions_loss: 386.5850 - logcount_predictions_loss: 0.6544 37/1621 [..............................] - ETA: 17:15 - loss: 390.8171 - logits_profile_predictions_loss: 386.6338 - logcount_predictions_loss: 0.6536 38/1621 [..............................] - ETA: 17:14 - loss: 390.8155 - logits_profile_predictions_loss: 386.6363 - logcount_predictions_loss: 0.6530 39/1621 [..............................] - ETA: 17:14 - loss: 390.8044 - logits_profile_predictions_loss: 386.6289 - logcount_predictions_loss: 0.6524 40/1621 [..............................] - ETA: 17:13 - loss: 390.7748 - logits_profile_predictions_loss: 386.6029 - logcount_predictions_loss: 0.6519 41/1621 [..............................] - ETA: 17:13 - loss: 390.7179 - logits_profile_predictions_loss: 386.5487 - logcount_predictions_loss: 0.6514 42/1621 [..............................] - ETA: 17:12 - loss: 390.6709 - logits_profile_predictions_loss: 386.5035 - logcount_predictions_loss: 0.6512 43/1621 [..............................] - ETA: 17:12 - loss: 390.6481 - logits_profile_predictions_loss: 386.4813 - logcount_predictions_loss: 0.6511 44/1621 [..............................] - ETA: 17:11 - loss: 390.6004 - logits_profile_predictions_loss: 386.4336 - logcount_predictions_loss: 0.6511 45/1621 [..............................] - ETA: 17:11 - loss: 390.5680 - logits_profile_predictions_loss: 386.4013 - logcount_predictions_loss: 0.6511 46/1621 [..............................] - ETA: 17:10 - loss: 390.5320 - logits_profile_predictions_loss: 386.3652 - logcount_predictions_loss: 0.6511 47/1621 [..............................] - ETA: 17:10 - loss: 390.5252 - logits_profile_predictions_loss: 386.3584 - logcount_predictions_loss: 0.6511 48/1621 [..............................] - ETA: 17:09 - loss: 390.5035 - logits_profile_predictions_loss: 386.3373 - logcount_predictions_loss: 0.6510 49/1621 [..............................] - ETA: 17:09 - loss: 390.4709 - logits_profile_predictions_loss: 386.3054 - logcount_predictions_loss: 0.6509 50/1621 [..............................] - ETA: 17:08 - loss: 390.4309 - logits_profile_predictions_loss: 386.2660 - logcount_predictions_loss: 0.6508 51/1621 [..............................] - ETA: 17:08 - loss: 390.3748 - logits_profile_predictions_loss: 386.2104 - logcount_predictions_loss: 0.6507 52/1621 [..............................] - ETA: 17:07 - loss: 390.3301 - logits_profile_predictions_loss: 386.1665 - logcount_predictions_loss: 0.6506 53/1621 [..............................] - ETA: 17:07 - loss: 390.2856 - logits_profile_predictions_loss: 386.1233 - logcount_predictions_loss: 0.6504 54/1621 [..............................] - ETA: 17:06 - loss: 390.2302 - logits_profile_predictions_loss: 386.0694 - logcount_predictions_loss: 0.6501 55/1621 [>.............................] - ETA: 17:05 - loss: 390.1912 - logits_profile_predictions_loss: 386.0325 - logcount_predictions_loss: 0.6498 56/1621 [>.............................] - ETA: 17:05 - loss: 390.1476 - logits_profile_predictions_loss: 385.9909 - logcount_predictions_loss: 0.6495 57/1621 [>.............................] - ETA: 17:04 - loss: 390.0976 - logits_profile_predictions_loss: 385.9433 - logcount_predictions_loss: 0.6491 58/1621 [>.............................] - ETA: 17:04 - loss: 390.0584 - logits_profile_predictions_loss: 385.9065 - logcount_predictions_loss: 0.6487 59/1621 [>.............................] - ETA: 17:03 - loss: 390.0058 - logits_profile_predictions_loss: 385.8564 - logcount_predictions_loss: 0.6484 60/1621 [>.............................] - ETA: 17:03 - loss: 389.9557 - logits_profile_predictions_loss: 385.8087 - logcount_predictions_loss: 0.6480 61/1621 [>.............................] - ETA: 17:02 - loss: 389.9051 - logits_profile_predictions_loss: 385.7607 - logcount_predictions_loss: 0.6476 62/1621 [>.............................] - ETA: 17:02 - loss: 389.8276 - logits_profile_predictions_loss: 385.6864 - logcount_predictions_loss: 0.6471 63/1621 [>.............................] - ETA: 17:01 - loss: 389.7432 - logits_profile_predictions_loss: 385.6052 - logcount_predictions_loss: 0.6466 64/1621 [>.............................] - ETA: 17:00 - loss: 389.6776 - logits_profile_predictions_loss: 385.5423 - logcount_predictions_loss: 0.6461 65/1621 [>.............................] - ETA: 17:00 - loss: 389.6052 - logits_profile_predictions_loss: 385.4728 - logcount_predictions_loss: 0.6457 66/1621 [>.............................] - ETA: 16:59 - loss: 389.5208 - logits_profile_predictions_loss: 385.3913 - logcount_predictions_loss: 0.6452 67/1621 [>.............................] - ETA: 16:59 - loss: 389.4264 - logits_profile_predictions_loss: 385.2995 - logcount_predictions_loss: 0.6448 68/1621 [>.............................] - ETA: 16:58 - loss: 389.3424 - logits_profile_predictions_loss: 385.2179 - logcount_predictions_loss: 0.6445 69/1621 [>.............................] - ETA: 16:58 - loss: 389.2589 - logits_profile_predictions_loss: 385.1367 - logcount_predictions_loss: 0.6441 70/1621 [>.............................] - ETA: 16:57 - loss: 389.1832 - logits_profile_predictions_loss: 385.0632 - logcount_predictions_loss: 0.6438 71/1621 [>.............................] - ETA: 16:57 - loss: 389.0999 - logits_profile_predictions_loss: 384.9821 - logcount_predictions_loss: 0.6434 72/1621 [>.............................] - ETA: 16:56 - loss: 389.0097 - logits_profile_predictions_loss: 384.8942 - logcount_predictions_loss: 0.6430 73/1621 [>.............................] - ETA: 16:55 - loss: 388.9153 - logits_profile_predictions_loss: 384.8020 - logcount_predictions_loss: 0.6427 74/1621 [>.............................] - ETA: 16:55 - loss: 388.8188 - logits_profile_predictions_loss: 384.7075 - logcount_predictions_loss: 0.6424 75/1621 [>.............................] - ETA: 16:54 - loss: 388.7505 - logits_profile_predictions_loss: 384.6411 - logcount_predictions_loss: 0.6421 76/1621 [>.............................] - ETA: 16:54 - loss: 388.6778 - logits_profile_predictions_loss: 384.5703 - logcount_predictions_loss: 0.6418 77/1621 [>.............................] - ETA: 16:53 - loss: 388.6003 - logits_profile_predictions_loss: 384.4949 - logcount_predictions_loss: 0.6415 78/1621 [>.............................] - ETA: 16:53 - loss: 388.5207 - logits_profile_predictions_loss: 384.4174 - logcount_predictions_loss: 0.6411 79/1621 [>.............................] - ETA: 16:52 - loss: 388.4373 - logits_profile_predictions_loss: 384.3361 - logcount_predictions_loss: 0.6408 80/1621 [>.............................] - ETA: 16:51 - loss: 388.3596 - logits_profile_predictions_loss: 384.2605 - logcount_predictions_loss: 0.6405 81/1621 [>.............................] - ETA: 16:51 - loss: 388.2836 - logits_profile_predictions_loss: 384.1865 - logcount_predictions_loss: 0.6402 82/1621 [>.............................] - ETA: 16:50 - loss: 388.2159 - logits_profile_predictions_loss: 384.1210 - logcount_predictions_loss: 0.6398 83/1621 [>.............................] - ETA: 16:50 - loss: 388.1617 - logits_profile_predictions_loss: 384.0688 - logcount_predictions_loss: 0.6395 84/1621 [>.............................] - ETA: 16:49 - loss: 388.1071 - logits_profile_predictions_loss: 384.0162 - logcount_predictions_loss: 0.6392 85/1621 [>.............................] - ETA: 16:49 - loss: 388.0513 - logits_profile_predictions_loss: 383.9625 - logcount_predictions_loss: 0.6389 86/1621 [>.............................] - ETA: 16:48 - loss: 388.0127 - logits_profile_predictions_loss: 383.9259 - logcount_predictions_loss: 0.6386 87/1621 [>.............................] - ETA: 16:48 - loss: 387.9791 - logits_profile_predictions_loss: 383.8944 - logcount_predictions_loss: 0.6382 88/1621 [>.............................] - ETA: 16:47 - loss: 387.9478 - logits_profile_predictions_loss: 383.8650 - logcount_predictions_loss: 0.6380 89/1621 [>.............................] - ETA: 16:46 - loss: 387.9083 - logits_profile_predictions_loss: 383.8272 - logcount_predictions_loss: 0.6377 90/1621 [>.............................] - ETA: 16:46 - loss: 387.8748 - logits_profile_predictions_loss: 383.7953 - logcount_predictions_loss: 0.6374 91/1621 [>.............................] - ETA: 16:45 - loss: 387.8442 - logits_profile_predictions_loss: 383.7663 - logcount_predictions_loss: 0.6372 92/1621 [>.............................] - ETA: 16:45 - loss: 387.8081 - logits_profile_predictions_loss: 383.7318 - logcount_predictions_loss: 0.6369 93/1621 [>.............................] - ETA: 16:44 - loss: 387.7690 - logits_profile_predictions_loss: 383.6940 - logcount_predictions_loss: 0.6367 94/1621 [>.............................] - ETA: 16:44 - loss: 387.7219 - logits_profile_predictions_loss: 383.6482 - logcount_predictions_loss: 0.6365 95/1621 [>.............................] - ETA: 16:43 - loss: 387.6778 - logits_profile_predictions_loss: 383.6054 - logcount_predictions_loss: 0.6363 96/1621 [>.............................] - ETA: 16:43 - loss: 387.6345 - logits_profile_predictions_loss: 383.5633 - logcount_predictions_loss: 0.6361 97/1621 [>.............................] - ETA: 16:42 - loss: 387.5913 - logits_profile_predictions_loss: 383.5214 - logcount_predictions_loss: 0.6359 98/1621 [>.............................] - ETA: 16:41 - loss: 387.5602 - logits_profile_predictions_loss: 383.4915 - logcount_predictions_loss: 0.6357 99/1621 [>.............................] - ETA: 16:41 - loss: 387.5324 - logits_profile_predictions_loss: 383.4650 - logcount_predictions_loss: 0.6355 100/1621 [>.............................] - ETA: 16:40 - loss: 387.5052 - logits_profile_predictions_loss: 383.4389 - logcount_predictions_loss: 0.6354 101/1621 [>.............................] - ETA: 16:40 - loss: 387.4851 - logits_profile_predictions_loss: 383.4200 - logcount_predictions_loss: 0.6352 102/1621 [>.............................] - ETA: 16:39 - loss: 387.4643 - logits_profile_predictions_loss: 383.4004 - logcount_predictions_loss: 0.6350 103/1621 [>.............................] - ETA: 16:39 - loss: 387.4405 - logits_profile_predictions_loss: 383.3776 - logcount_predictions_loss: 0.6348 104/1621 [>.............................] - ETA: 16:38 - loss: 387.4217 - logits_profile_predictions_loss: 383.3599 - logcount_predictions_loss: 0.6347 105/1621 [>.............................] - ETA: 16:37 - loss: 387.4059 - logits_profile_predictions_loss: 383.3450 - logcount_predictions_loss: 0.6345 106/1621 [>.............................] - ETA: 16:37 - loss: 387.3887 - logits_profile_predictions_loss: 383.3287 - logcount_predictions_loss: 0.6344 107/1621 [>.............................] - ETA: 16:36 - loss: 387.3719 - logits_profile_predictions_loss: 383.3128 - logcount_predictions_loss: 0.6342 108/1621 [>.............................] - ETA: 16:36 - loss: 387.3597 - logits_profile_predictions_loss: 383.3015 - logcount_predictions_loss: 0.6341 109/1621 [=>............................] - ETA: 16:35 - loss: 387.3431 - logits_profile_predictions_loss: 383.2857 - logcount_predictions_loss: 0.6340 110/1621 [=>............................] - ETA: 16:35 - loss: 387.3216 - logits_profile_predictions_loss: 383.2651 - logcount_predictions_loss: 0.6338 111/1621 [=>............................] - ETA: 16:34 - loss: 387.3039 - logits_profile_predictions_loss: 383.2484 - logcount_predictions_loss: 0.6337 112/1621 [=>............................] - ETA: 16:34 - loss: 387.2821 - logits_profile_predictions_loss: 383.2275 - logcount_predictions_loss: 0.6335 113/1621 [=>............................] - ETA: 16:33 - loss: 387.2583 - logits_profile_predictions_loss: 383.2046 - logcount_predictions_loss: 0.6334 114/1621 [=>............................] - ETA: 16:32 - loss: 387.2352 - logits_profile_predictions_loss: 383.1824 - logcount_predictions_loss: 0.6333 115/1621 [=>............................] - ETA: 16:32 - loss: 387.2103 - logits_profile_predictions_loss: 383.1582 - logcount_predictions_loss: 0.6331 116/1621 [=>............................] - ETA: 16:31 - loss: 387.1848 - logits_profile_predictions_loss: 383.1336 - logcount_predictions_loss: 0.6330 117/1621 [=>............................] - ETA: 16:31 - loss: 387.1591 - logits_profile_predictions_loss: 383.1087 - logcount_predictions_loss: 0.6329 118/1621 [=>............................] - ETA: 16:30 - loss: 387.1312 - logits_profile_predictions_loss: 383.0816 - logcount_predictions_loss: 0.6328 119/1621 [=>............................] - ETA: 16:29 - loss: 387.1035 - logits_profile_predictions_loss: 383.0547 - logcount_predictions_loss: 0.6326 120/1621 [=>............................] - ETA: 16:29 - loss: 387.0756 - logits_profile_predictions_loss: 383.0276 - logcount_predictions_loss: 0.6325 121/1621 [=>............................] - ETA: 16:28 - loss: 387.0440 - logits_profile_predictions_loss: 382.9966 - logcount_predictions_loss: 0.6324 122/1621 [=>............................] - ETA: 16:28 - loss: 387.0144 - logits_profile_predictions_loss: 382.9677 - logcount_predictions_loss: 0.6323 123/1621 [=>............................] - ETA: 16:27 - loss: 386.9866 - logits_profile_predictions_loss: 382.9407 - logcount_predictions_loss: 0.6322 124/1621 [=>............................] - ETA: 16:27 - loss: 386.9654 - logits_profile_predictions_loss: 382.9202 - logcount_predictions_loss: 0.6321 125/1621 [=>............................] - ETA: 16:26 - loss: 386.9415 - 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[=>............................] - ETA: 16:22 - loss: 386.7910 - logits_profile_predictions_loss: 382.7524 - logcount_predictions_loss: 0.6310 133/1621 [=>............................] - ETA: 16:21 - loss: 386.7748 - logits_profile_predictions_loss: 382.7370 - logcount_predictions_loss: 0.6309 134/1621 [=>............................] - ETA: 16:21 - loss: 386.7607 - logits_profile_predictions_loss: 382.7237 - logcount_predictions_loss: 0.6308 135/1621 [=>............................] - ETA: 16:20 - loss: 386.7492 - logits_profile_predictions_loss: 382.7130 - logcount_predictions_loss: 0.6307 136/1621 [=>............................] - ETA: 16:19 - loss: 386.7389 - logits_profile_predictions_loss: 382.7034 - logcount_predictions_loss: 0.6306 137/1621 [=>............................] - ETA: 16:19 - loss: 386.7277 - logits_profile_predictions_loss: 382.6928 - logcount_predictions_loss: 0.6305 138/1621 [=>............................] - ETA: 16:18 - loss: 386.7162 - 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[=>............................] - ETA: 16:14 - loss: 386.6413 - logits_profile_predictions_loss: 382.6122 - logcount_predictions_loss: 0.6296 146/1621 [=>............................] - ETA: 16:14 - loss: 386.6267 - logits_profile_predictions_loss: 382.5984 - logcount_predictions_loss: 0.6294 147/1621 [=>............................] - ETA: 16:13 - loss: 386.6132 - logits_profile_predictions_loss: 382.5856 - logcount_predictions_loss: 0.6293 148/1621 [=>............................] - ETA: 16:12 - loss: 386.6019 - logits_profile_predictions_loss: 382.5750 - logcount_predictions_loss: 0.6292 149/1621 [=>............................] - ETA: 16:12 - loss: 386.5893 - logits_profile_predictions_loss: 382.5631 - logcount_predictions_loss: 0.6291 150/1621 [=>............................] - ETA: 16:11 - loss: 386.5763 - logits_profile_predictions_loss: 382.5508 - logcount_predictions_loss: 0.6290 151/1621 [=>............................] - ETA: 16:10 - loss: 386.5609 - logits_profile_predictions_loss: 382.5362 - logcount_predictions_loss: 0.6289 152/1621 [=>............................] - ETA: 16:10 - loss: 386.5437 - logits_profile_predictions_loss: 382.5197 - logcount_predictions_loss: 0.6288 153/1621 [=>............................] - ETA: 16:09 - loss: 386.5276 - logits_profile_predictions_loss: 382.5043 - logcount_predictions_loss: 0.6287 154/1621 [=>............................] - ETA: 16:09 - loss: 386.5080 - logits_profile_predictions_loss: 382.4854 - logcount_predictions_loss: 0.6285 155/1621 [=>............................] - ETA: 16:08 - loss: 386.4897 - logits_profile_predictions_loss: 382.4678 - logcount_predictions_loss: 0.6284 156/1621 [=>............................] - ETA: 16:07 - loss: 386.4706 - logits_profile_predictions_loss: 382.4494 - logcount_predictions_loss: 0.6283 157/1621 [=>............................] - ETA: 16:07 - loss: 386.4521 - logits_profile_predictions_loss: 382.4315 - logcount_predictions_loss: 0.6282 158/1621 [=>............................] - ETA: 16:06 - loss: 386.4337 - logits_profile_predictions_loss: 382.4138 - logcount_predictions_loss: 0.6281 159/1621 [=>............................] - ETA: 16:06 - loss: 386.4188 - logits_profile_predictions_loss: 382.3995 - logcount_predictions_loss: 0.6280 160/1621 [=>............................] - ETA: 16:05 - loss: 386.4095 - logits_profile_predictions_loss: 382.3908 - logcount_predictions_loss: 0.6279 161/1621 [=>............................] - ETA: 16:05 - loss: 386.3976 - logits_profile_predictions_loss: 382.3796 - logcount_predictions_loss: 0.6278 162/1621 [=>............................] - ETA: 16:04 - loss: 386.3853 - logits_profile_predictions_loss: 382.3680 - logcount_predictions_loss: 0.6277 163/1621 [==>...........................] - ETA: 16:03 - loss: 386.3736 - logits_profile_predictions_loss: 382.3570 - logcount_predictions_loss: 0.6276 164/1621 [==>...........................] - ETA: 16:03 - loss: 386.3586 - logits_profile_predictions_loss: 382.3427 - logcount_predictions_loss: 0.6275 165/1621 [==>...........................] - ETA: 16:02 - loss: 386.3451 - logits_profile_predictions_loss: 382.3299 - logcount_predictions_loss: 0.6274 166/1621 [==>...........................] - ETA: 16:02 - loss: 386.3330 - logits_profile_predictions_loss: 382.3186 - logcount_predictions_loss: 0.6273 167/1621 [==>...........................] - ETA: 16:01 - loss: 386.3198 - logits_profile_predictions_loss: 382.3061 - logcount_predictions_loss: 0.6272 168/1621 [==>...........................] - ETA: 16:00 - loss: 386.3086 - logits_profile_predictions_loss: 382.2957 - logcount_predictions_loss: 0.6270 169/1621 [==>...........................] - ETA: 16:00 - loss: 386.2963 - logits_profile_predictions_loss: 382.2841 - logcount_predictions_loss: 0.6269 170/1621 [==>...........................] - ETA: 15:59 - loss: 386.2845 - logits_profile_predictions_loss: 382.2730 - logcount_predictions_loss: 0.6268 171/1621 [==>...........................] - ETA: 15:59 - loss: 386.2736 - logits_profile_predictions_loss: 382.2628 - logcount_predictions_loss: 0.6267 172/1621 [==>...........................] - ETA: 15:58 - loss: 386.2633 - logits_profile_predictions_loss: 382.2533 - logcount_predictions_loss: 0.6266 173/1621 [==>...........................] - ETA: 15:58 - loss: 386.2521 - logits_profile_predictions_loss: 382.2428 - logcount_predictions_loss: 0.6265 174/1621 [==>...........................] - ETA: 15:57 - loss: 386.2419 - logits_profile_predictions_loss: 382.2333 - logcount_predictions_loss: 0.6264 175/1621 [==>...........................] - ETA: 15:56 - loss: 386.2326 - logits_profile_predictions_loss: 382.2246 - logcount_predictions_loss: 0.6263 176/1621 [==>...........................] - ETA: 15:56 - loss: 386.2222 - logits_profile_predictions_loss: 382.2150 - logcount_predictions_loss: 0.6262 177/1621 [==>...........................] - ETA: 15:55 - loss: 386.2112 - 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[==>...........................] - ETA: 15:43 - loss: 386.1537 - logits_profile_predictions_loss: 382.1576 - logcount_predictions_loss: 0.6244 198/1621 [==>...........................] - ETA: 15:43 - loss: 386.1526 - logits_profile_predictions_loss: 382.1571 - logcount_predictions_loss: 0.6243 199/1621 [==>...........................] - ETA: 15:42 - loss: 386.1494 - logits_profile_predictions_loss: 382.1542 - logcount_predictions_loss: 0.6243 200/1621 [==>...........................] - ETA: 15:41 - loss: 386.1447 - logits_profile_predictions_loss: 382.1500 - logcount_predictions_loss: 0.6242 201/1621 [==>...........................] - ETA: 15:41 - loss: 386.1402 - logits_profile_predictions_loss: 382.1459 - logcount_predictions_loss: 0.6241 202/1621 [==>...........................] - ETA: 15:40 - loss: 386.1377 - logits_profile_predictions_loss: 382.1438 - logcount_predictions_loss: 0.6241 203/1621 [==>...........................] - ETA: 15:39 - loss: 386.1374 - logits_profile_predictions_loss: 382.1440 - logcount_predictions_loss: 0.6240 204/1621 [==>...........................] - ETA: 15:39 - loss: 386.1375 - logits_profile_predictions_loss: 382.1445 - logcount_predictions_loss: 0.6239 205/1621 [==>...........................] - ETA: 15:38 - loss: 386.1376 - logits_profile_predictions_loss: 382.1450 - logcount_predictions_loss: 0.6239 206/1621 [==>...........................] - ETA: 15:38 - loss: 386.1388 - logits_profile_predictions_loss: 382.1466 - logcount_predictions_loss: 0.6238 207/1621 [==>...........................] - ETA: 15:37 - loss: 386.1403 - logits_profile_predictions_loss: 382.1486 - logcount_predictions_loss: 0.6237 208/1621 [==>...........................] - ETA: 15:36 - loss: 386.1422 - logits_profile_predictions_loss: 382.1509 - logcount_predictions_loss: 0.6237 209/1621 [==>...........................] - ETA: 15:36 - loss: 386.1456 - logits_profile_predictions_loss: 382.1547 - logcount_predictions_loss: 0.6236 210/1621 [==>...........................] - ETA: 15:35 - loss: 386.1497 - logits_profile_predictions_loss: 382.1592 - logcount_predictions_loss: 0.6235 211/1621 [==>...........................] - ETA: 15:35 - loss: 386.1519 - logits_profile_predictions_loss: 382.1619 - logcount_predictions_loss: 0.6234 212/1621 [==>...........................] - ETA: 15:34 - loss: 386.1548 - logits_profile_predictions_loss: 382.1653 - logcount_predictions_loss: 0.6234 213/1621 [==>...........................] - ETA: 15:33 - loss: 386.1574 - logits_profile_predictions_loss: 382.1684 - logcount_predictions_loss: 0.6233 214/1621 [==>...........................] - ETA: 15:33 - loss: 386.1604 - logits_profile_predictions_loss: 382.1718 - logcount_predictions_loss: 0.6232 215/1621 [==>...........................] - ETA: 15:32 - loss: 386.1632 - logits_profile_predictions_loss: 382.1750 - logcount_predictions_loss: 0.6232 216/1621 [==>...........................] - ETA: 15:32 - loss: 386.1644 - logits_profile_predictions_loss: 382.1768 - logcount_predictions_loss: 0.6231 217/1621 [===>..........................] - ETA: 15:31 - loss: 386.1659 - logits_profile_predictions_loss: 382.1787 - logcount_predictions_loss: 0.6230 218/1621 [===>..........................] - ETA: 15:30 - loss: 386.1664 - logits_profile_predictions_loss: 382.1796 - logcount_predictions_loss: 0.6229 219/1621 [===>..........................] - ETA: 15:30 - loss: 386.1650 - logits_profile_predictions_loss: 382.1788 - logcount_predictions_loss: 0.6229 220/1621 [===>..........................] - ETA: 15:29 - loss: 386.1617 - logits_profile_predictions_loss: 382.1759 - logcount_predictions_loss: 0.6228 221/1621 [===>..........................] - ETA: 15:28 - loss: 386.1580 - logits_profile_predictions_loss: 382.1727 - logcount_predictions_loss: 0.6227 222/1621 [===>..........................] - ETA: 15:28 - loss: 386.1543 - logits_profile_predictions_loss: 382.1695 - logcount_predictions_loss: 0.6226 223/1621 [===>..........................] - ETA: 15:27 - loss: 386.1502 - logits_profile_predictions_loss: 382.1659 - logcount_predictions_loss: 0.6226 224/1621 [===>..........................] - ETA: 15:27 - loss: 386.1458 - logits_profile_predictions_loss: 382.1618 - logcount_predictions_loss: 0.6225 225/1621 [===>..........................] - ETA: 15:26 - loss: 386.1413 - logits_profile_predictions_loss: 382.1578 - logcount_predictions_loss: 0.6224 226/1621 [===>..........................] - ETA: 15:25 - loss: 386.1369 - logits_profile_predictions_loss: 382.1538 - logcount_predictions_loss: 0.6224 227/1621 [===>..........................] - ETA: 15:25 - loss: 386.1339 - logits_profile_predictions_loss: 382.1511 - logcount_predictions_loss: 0.6223 228/1621 [===>..........................] - ETA: 15:24 - loss: 386.1304 - logits_profile_predictions_loss: 382.1480 - logcount_predictions_loss: 0.6223 229/1621 [===>..........................] - ETA: 15:24 - loss: 386.1257 - logits_profile_predictions_loss: 382.1435 - logcount_predictions_loss: 0.6222 230/1621 [===>..........................] - ETA: 15:23 - loss: 386.1204 - logits_profile_predictions_loss: 382.1386 - logcount_predictions_loss: 0.6222 231/1621 [===>..........................] - ETA: 15:22 - loss: 386.1153 - logits_profile_predictions_loss: 382.1338 - logcount_predictions_loss: 0.6221 232/1621 [===>..........................] - ETA: 15:22 - loss: 386.1105 - logits_profile_predictions_loss: 382.1294 - logcount_predictions_loss: 0.6221 233/1621 [===>..........................] - ETA: 15:21 - loss: 386.1060 - logits_profile_predictions_loss: 382.1251 - logcount_predictions_loss: 0.6220 234/1621 [===>..........................] - ETA: 15:20 - loss: 386.1020 - logits_profile_predictions_loss: 382.1214 - logcount_predictions_loss: 0.6220 235/1621 [===>..........................] - ETA: 15:20 - loss: 386.0982 - logits_profile_predictions_loss: 382.1179 - logcount_predictions_loss: 0.6219 236/1621 [===>..........................] - ETA: 15:19 - loss: 386.0956 - logits_profile_predictions_loss: 382.1156 - logcount_predictions_loss: 0.6219 237/1621 [===>..........................] - ETA: 15:19 - loss: 386.0931 - logits_profile_predictions_loss: 382.1134 - logcount_predictions_loss: 0.6218 238/1621 [===>..........................] - ETA: 15:18 - loss: 386.0916 - logits_profile_predictions_loss: 382.1122 - logcount_predictions_loss: 0.6218 239/1621 [===>..........................] - ETA: 15:17 - loss: 386.0902 - logits_profile_predictions_loss: 382.1110 - logcount_predictions_loss: 0.6218 240/1621 [===>..........................] - ETA: 15:17 - loss: 386.0882 - logits_profile_predictions_loss: 382.1093 - logcount_predictions_loss: 0.6217 241/1621 [===>..........................] - ETA: 15:16 - loss: 386.0864 - logits_profile_predictions_loss: 382.1078 - logcount_predictions_loss: 0.6217 242/1621 [===>..........................] - ETA: 15:15 - loss: 386.0859 - logits_profile_predictions_loss: 382.1075 - logcount_predictions_loss: 0.6216 243/1621 [===>..........................] - ETA: 15:15 - loss: 386.0854 - logits_profile_predictions_loss: 382.1074 - logcount_predictions_loss: 0.6216 244/1621 [===>..........................] - ETA: 15:14 - loss: 386.0839 - logits_profile_predictions_loss: 382.1062 - logcount_predictions_loss: 0.6215 245/1621 [===>..........................] - ETA: 15:14 - loss: 386.0817 - logits_profile_predictions_loss: 382.1043 - logcount_predictions_loss: 0.6215 246/1621 [===>..........................] - ETA: 15:13 - loss: 386.0792 - logits_profile_predictions_loss: 382.1021 - logcount_predictions_loss: 0.6214 247/1621 [===>..........................] - ETA: 15:12 - loss: 386.0772 - logits_profile_predictions_loss: 382.1004 - logcount_predictions_loss: 0.6214 248/1621 [===>..........................] - ETA: 15:12 - loss: 386.0749 - logits_profile_predictions_loss: 382.0984 - logcount_predictions_loss: 0.6213 249/1621 [===>..........................] - ETA: 15:11 - loss: 386.0715 - logits_profile_predictions_loss: 382.0953 - logcount_predictions_loss: 0.6213 250/1621 [===>..........................] - ETA: 15:10 - loss: 386.0684 - logits_profile_predictions_loss: 382.0925 - logcount_predictions_loss: 0.6212 251/1621 [===>..........................] - ETA: 15:10 - loss: 386.0656 - logits_profile_predictions_loss: 382.0901 - logcount_predictions_loss: 0.6212 252/1621 [===>..........................] - ETA: 15:09 - loss: 386.0629 - logits_profile_predictions_loss: 382.0877 - logcount_predictions_loss: 0.6211 253/1621 [===>..........................] - ETA: 15:09 - loss: 386.0602 - logits_profile_predictions_loss: 382.0852 - logcount_predictions_loss: 0.6211 254/1621 [===>..........................] - ETA: 15:08 - loss: 386.0581 - logits_profile_predictions_loss: 382.0835 - logcount_predictions_loss: 0.6210 255/1621 [===>..........................] - ETA: 15:07 - loss: 386.0575 - 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[====>.........................] - ETA: 14:55 - loss: 386.0474 - logits_profile_predictions_loss: 382.0800 - logcount_predictions_loss: 0.6199 276/1621 [====>.........................] - ETA: 14:54 - loss: 386.0481 - logits_profile_predictions_loss: 382.0811 - logcount_predictions_loss: 0.6199 277/1621 [====>.........................] - ETA: 14:53 - loss: 386.0502 - logits_profile_predictions_loss: 382.0834 - logcount_predictions_loss: 0.6198 278/1621 [====>.........................] - ETA: 14:53 - loss: 386.0525 - logits_profile_predictions_loss: 382.0859 - logcount_predictions_loss: 0.6198 279/1621 [====>.........................] - ETA: 14:52 - loss: 386.0563 - logits_profile_predictions_loss: 382.0900 - logcount_predictions_loss: 0.6198 280/1621 [====>.........................] - ETA: 14:51 - loss: 386.0599 - logits_profile_predictions_loss: 382.0938 - logcount_predictions_loss: 0.6197 281/1621 [====>.........................] - ETA: 14:51 - loss: 386.0625 - 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[====>.........................] - ETA: 14:46 - loss: 386.0849 - logits_profile_predictions_loss: 382.1203 - logcount_predictions_loss: 0.6195 289/1621 [====>.........................] - ETA: 14:46 - loss: 386.0886 - logits_profile_predictions_loss: 382.1241 - logcount_predictions_loss: 0.6195 290/1621 [====>.........................] - ETA: 14:45 - loss: 386.0918 - logits_profile_predictions_loss: 382.1275 - logcount_predictions_loss: 0.6194 291/1621 [====>.........................] - ETA: 14:44 - loss: 386.0943 - logits_profile_predictions_loss: 382.1301 - logcount_predictions_loss: 0.6194 292/1621 [====>.........................] - ETA: 14:44 - loss: 386.0978 - logits_profile_predictions_loss: 382.1337 - logcount_predictions_loss: 0.6194 293/1621 [====>.........................] - ETA: 14:43 - loss: 386.0999 - logits_profile_predictions_loss: 382.1360 - logcount_predictions_loss: 0.6194 294/1621 [====>.........................] - ETA: 14:43 - loss: 386.1029 - 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[====>.........................] - ETA: 14:38 - loss: 386.1234 - logits_profile_predictions_loss: 382.1608 - logcount_predictions_loss: 0.6192 302/1621 [====>.........................] - ETA: 14:37 - loss: 386.1257 - logits_profile_predictions_loss: 382.1632 - logcount_predictions_loss: 0.6192 303/1621 [====>.........................] - ETA: 14:37 - loss: 386.1287 - logits_profile_predictions_loss: 382.1664 - logcount_predictions_loss: 0.6191 304/1621 [====>.........................] - ETA: 14:36 - loss: 386.1318 - logits_profile_predictions_loss: 382.1695 - logcount_predictions_loss: 0.6191 305/1621 [====>.........................] - ETA: 14:35 - loss: 386.1352 - logits_profile_predictions_loss: 382.1731 - logcount_predictions_loss: 0.6191 306/1621 [====>.........................] - ETA: 14:35 - loss: 386.1383 - logits_profile_predictions_loss: 382.1763 - logcount_predictions_loss: 0.6191 307/1621 [====>.........................] - ETA: 14:34 - loss: 386.1412 - 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[====>.........................] - ETA: 14:30 - loss: 386.1489 - logits_profile_predictions_loss: 382.1878 - logcount_predictions_loss: 0.6189 315/1621 [====>.........................] - ETA: 14:29 - loss: 386.1485 - logits_profile_predictions_loss: 382.1875 - logcount_predictions_loss: 0.6189 316/1621 [====>.........................] - ETA: 14:28 - loss: 386.1477 - logits_profile_predictions_loss: 382.1869 - logcount_predictions_loss: 0.6189 317/1621 [====>.........................] - ETA: 14:28 - loss: 386.1475 - logits_profile_predictions_loss: 382.1868 - logcount_predictions_loss: 0.6189 318/1621 [====>.........................] - ETA: 14:27 - loss: 386.1473 - logits_profile_predictions_loss: 382.1867 - logcount_predictions_loss: 0.6189 319/1621 [====>.........................] - ETA: 14:26 - loss: 386.1473 - logits_profile_predictions_loss: 382.1868 - logcount_predictions_loss: 0.6188 320/1621 [====>.........................] - ETA: 14:26 - loss: 386.1469 - 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[=====>........................] - ETA: 14:21 - loss: 386.1369 - logits_profile_predictions_loss: 382.1775 - logcount_predictions_loss: 0.6187 328/1621 [=====>........................] - ETA: 14:21 - loss: 386.1351 - logits_profile_predictions_loss: 382.1758 - logcount_predictions_loss: 0.6187 329/1621 [=====>........................] - ETA: 14:20 - loss: 386.1336 - logits_profile_predictions_loss: 382.1745 - logcount_predictions_loss: 0.6186 330/1621 [=====>........................] - ETA: 14:19 - loss: 386.1328 - logits_profile_predictions_loss: 382.1738 - logcount_predictions_loss: 0.6186 331/1621 [=====>........................] - ETA: 14:19 - loss: 386.1317 - logits_profile_predictions_loss: 382.1727 - logcount_predictions_loss: 0.6186 332/1621 [=====>........................] - ETA: 14:18 - loss: 386.1303 - logits_profile_predictions_loss: 382.1714 - logcount_predictions_loss: 0.6186 333/1621 [=====>........................] - ETA: 14:17 - loss: 386.1286 - 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[=====>........................] - ETA: 14:13 - loss: 386.1115 - logits_profile_predictions_loss: 382.1536 - logcount_predictions_loss: 0.6184 341/1621 [=====>........................] - ETA: 14:12 - loss: 386.1102 - logits_profile_predictions_loss: 382.1525 - logcount_predictions_loss: 0.6184 342/1621 [=====>........................] - ETA: 14:12 - loss: 386.1093 - logits_profile_predictions_loss: 382.1517 - logcount_predictions_loss: 0.6184 343/1621 [=====>........................] - ETA: 14:11 - loss: 386.1084 - logits_profile_predictions_loss: 382.1509 - logcount_predictions_loss: 0.6184 344/1621 [=====>........................] - ETA: 14:10 - loss: 386.1071 - logits_profile_predictions_loss: 382.1497 - logcount_predictions_loss: 0.6184 345/1621 [=====>........................] - ETA: 14:10 - loss: 386.1074 - logits_profile_predictions_loss: 382.1500 - logcount_predictions_loss: 0.6184 346/1621 [=====>........................] - ETA: 14:09 - loss: 386.1080 - 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[=====>........................] - ETA: 14:05 - loss: 386.1015 - logits_profile_predictions_loss: 382.1448 - logcount_predictions_loss: 0.6183 354/1621 [=====>........................] - ETA: 14:04 - loss: 386.0995 - logits_profile_predictions_loss: 382.1428 - logcount_predictions_loss: 0.6183 355/1621 [=====>........................] - ETA: 14:03 - loss: 386.0967 - logits_profile_predictions_loss: 382.1401 - logcount_predictions_loss: 0.6182 356/1621 [=====>........................] - ETA: 14:03 - loss: 386.0936 - logits_profile_predictions_loss: 382.1370 - logcount_predictions_loss: 0.6182 357/1621 [=====>........................] - ETA: 14:02 - loss: 386.0904 - logits_profile_predictions_loss: 382.1339 - logcount_predictions_loss: 0.6182 358/1621 [=====>........................] - ETA: 14:01 - loss: 386.0876 - logits_profile_predictions_loss: 382.1312 - logcount_predictions_loss: 0.6182 359/1621 [=====>........................] - ETA: 14:01 - loss: 386.0844 - logits_profile_predictions_loss: 382.1280 - logcount_predictions_loss: 0.6182 360/1621 [=====>........................] - ETA: 14:00 - loss: 386.0806 - logits_profile_predictions_loss: 382.1243 - logcount_predictions_loss: 0.6182 361/1621 [=====>........................] - ETA: 13:59 - loss: 386.0768 - logits_profile_predictions_loss: 382.1205 - logcount_predictions_loss: 0.6182 362/1621 [=====>........................] - ETA: 13:59 - loss: 386.0726 - logits_profile_predictions_loss: 382.1164 - logcount_predictions_loss: 0.6182 363/1621 [=====>........................] - ETA: 13:58 - loss: 386.0683 - logits_profile_predictions_loss: 382.1122 - logcount_predictions_loss: 0.6182 364/1621 [=====>........................] - ETA: 13:57 - loss: 386.0648 - logits_profile_predictions_loss: 382.1088 - logcount_predictions_loss: 0.6181 365/1621 [=====>........................] - ETA: 13:57 - loss: 386.0609 - logits_profile_predictions_loss: 382.1049 - logcount_predictions_loss: 0.6181 366/1621 [=====>........................] - ETA: 13:56 - loss: 386.0573 - logits_profile_predictions_loss: 382.1013 - logcount_predictions_loss: 0.6181 367/1621 [=====>........................] - ETA: 13:55 - loss: 386.0532 - logits_profile_predictions_loss: 382.0974 - logcount_predictions_loss: 0.6181 368/1621 [=====>........................] - ETA: 13:55 - loss: 386.0486 - logits_profile_predictions_loss: 382.0928 - logcount_predictions_loss: 0.6181 369/1621 [=====>........................] - ETA: 13:54 - loss: 386.0437 - logits_profile_predictions_loss: 382.0879 - logcount_predictions_loss: 0.6181 370/1621 [=====>........................] - ETA: 13:54 - loss: 386.0386 - logits_profile_predictions_loss: 382.0828 - logcount_predictions_loss: 0.6181 371/1621 [=====>........................] - ETA: 13:53 - loss: 386.0341 - logits_profile_predictions_loss: 382.0784 - logcount_predictions_loss: 0.6181 372/1621 [=====>........................] - ETA: 13:52 - loss: 386.0293 - 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[======>.......................] - ETA: 13:48 - loss: 385.9942 - logits_profile_predictions_loss: 382.0391 - logcount_predictions_loss: 0.6180 380/1621 [======>.......................] - ETA: 13:47 - loss: 385.9899 - logits_profile_predictions_loss: 382.0348 - logcount_predictions_loss: 0.6180 381/1621 [======>.......................] - ETA: 13:46 - loss: 385.9853 - logits_profile_predictions_loss: 382.0303 - logcount_predictions_loss: 0.6180 382/1621 [======>.......................] - ETA: 13:46 - loss: 385.9805 - logits_profile_predictions_loss: 382.0255 - logcount_predictions_loss: 0.6180 383/1621 [======>.......................] - ETA: 13:45 - loss: 385.9757 - logits_profile_predictions_loss: 382.0208 - logcount_predictions_loss: 0.6180 384/1621 [======>.......................] - ETA: 13:44 - loss: 385.9711 - logits_profile_predictions_loss: 382.0162 - logcount_predictions_loss: 0.6180 385/1621 [======>.......................] - ETA: 13:44 - loss: 385.9663 - 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[..............................] - ETA: 17:30 - loss: 357.6597 - logits_profile_predictions_loss: 353.6885 - logcount_predictions_loss: 0.6205 12/1621 [..............................] - ETA: 17:29 - loss: 358.4427 - logits_profile_predictions_loss: 354.4967 - logcount_predictions_loss: 0.6166 13/1621 [..............................] - ETA: 17:29 - loss: 358.9096 - logits_profile_predictions_loss: 354.9890 - logcount_predictions_loss: 0.6126 14/1621 [..............................] - ETA: 17:29 - loss: 359.4275 - logits_profile_predictions_loss: 355.5311 - logcount_predictions_loss: 0.6088 15/1621 [..............................] - ETA: 17:28 - loss: 359.9960 - logits_profile_predictions_loss: 356.1235 - logcount_predictions_loss: 0.6051 16/1621 [..............................] - ETA: 17:28 - loss: 360.6583 - logits_profile_predictions_loss: 356.8049 - logcount_predictions_loss: 0.6021 17/1621 [..............................] - ETA: 17:27 - loss: 361.2847 - 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[==>...........................] - ETA: 15:40 - loss: 381.0158 - logits_profile_predictions_loss: 377.2827 - logcount_predictions_loss: 0.5833 207/1621 [==>...........................] - ETA: 15:39 - loss: 381.0211 - logits_profile_predictions_loss: 377.2876 - logcount_predictions_loss: 0.5834 208/1621 [==>...........................] - ETA: 15:39 - loss: 381.0260 - logits_profile_predictions_loss: 377.2922 - logcount_predictions_loss: 0.5834 209/1621 [==>...........................] - ETA: 15:38 - loss: 381.0303 - logits_profile_predictions_loss: 377.2961 - logcount_predictions_loss: 0.5835 210/1621 [==>...........................] - ETA: 15:37 - loss: 381.0337 - logits_profile_predictions_loss: 377.2992 - logcount_predictions_loss: 0.5835 211/1621 [==>...........................] - ETA: 15:37 - loss: 381.0373 - logits_profile_predictions_loss: 377.3024 - logcount_predictions_loss: 0.5836 212/1621 [==>...........................] - ETA: 15:36 - loss: 381.0403 - logits_profile_predictions_loss: 377.3051 - logcount_predictions_loss: 0.5836 213/1621 [==>...........................] - ETA: 15:36 - loss: 381.0434 - logits_profile_predictions_loss: 377.3078 - logcount_predictions_loss: 0.5837 214/1621 [==>...........................] - ETA: 15:35 - loss: 381.0463 - logits_profile_predictions_loss: 377.3104 - logcount_predictions_loss: 0.5838 215/1621 [==>...........................] - ETA: 15:34 - loss: 381.0501 - logits_profile_predictions_loss: 377.3138 - logcount_predictions_loss: 0.5838 216/1621 [==>...........................] - ETA: 15:34 - loss: 381.0538 - logits_profile_predictions_loss: 377.3171 - logcount_predictions_loss: 0.5839 217/1621 [===>..........................] - ETA: 15:33 - loss: 381.0578 - logits_profile_predictions_loss: 377.3208 - logcount_predictions_loss: 0.5839 218/1621 [===>..........................] - ETA: 15:32 - loss: 381.0645 - logits_profile_predictions_loss: 377.3272 - logcount_predictions_loss: 0.5840 219/1621 [===>..........................] - ETA: 15:32 - loss: 381.0712 - logits_profile_predictions_loss: 377.3335 - logcount_predictions_loss: 0.5840 220/1621 [===>..........................] - ETA: 15:31 - loss: 381.0786 - logits_profile_predictions_loss: 377.3405 - logcount_predictions_loss: 0.5841 221/1621 [===>..........................] - ETA: 15:30 - loss: 381.0856 - logits_profile_predictions_loss: 377.3472 - logcount_predictions_loss: 0.5841 222/1621 [===>..........................] - ETA: 15:30 - loss: 381.0928 - logits_profile_predictions_loss: 377.3542 - logcount_predictions_loss: 0.5842 223/1621 [===>..........................] - ETA: 15:29 - loss: 381.0990 - logits_profile_predictions_loss: 377.3601 - logcount_predictions_loss: 0.5842 224/1621 [===>..........................] - ETA: 15:29 - loss: 381.1064 - logits_profile_predictions_loss: 377.3672 - logcount_predictions_loss: 0.5843 225/1621 [===>..........................] - ETA: 15:28 - loss: 381.1133 - logits_profile_predictions_loss: 377.3738 - logcount_predictions_loss: 0.5843 226/1621 [===>..........................] - ETA: 15:27 - loss: 381.1201 - logits_profile_predictions_loss: 377.3803 - logcount_predictions_loss: 0.5844 227/1621 [===>..........................] - ETA: 15:27 - loss: 381.1266 - logits_profile_predictions_loss: 377.3863 - logcount_predictions_loss: 0.5844 228/1621 [===>..........................] - ETA: 15:26 - loss: 381.1347 - logits_profile_predictions_loss: 377.3941 - logcount_predictions_loss: 0.5845 229/1621 [===>..........................] - ETA: 15:25 - loss: 381.1435 - logits_profile_predictions_loss: 377.4025 - logcount_predictions_loss: 0.5845 230/1621 [===>..........................] - ETA: 15:25 - loss: 381.1539 - logits_profile_predictions_loss: 377.4126 - logcount_predictions_loss: 0.5846 231/1621 [===>..........................] - ETA: 15:24 - loss: 381.1648 - logits_profile_predictions_loss: 377.4231 - logcount_predictions_loss: 0.5847 232/1621 [===>..........................] - ETA: 15:23 - loss: 381.1755 - logits_profile_predictions_loss: 377.4334 - logcount_predictions_loss: 0.5847 233/1621 [===>..........................] - ETA: 15:23 - loss: 381.1869 - logits_profile_predictions_loss: 377.4444 - logcount_predictions_loss: 0.5848 234/1621 [===>..........................] - ETA: 15:22 - loss: 381.1982 - logits_profile_predictions_loss: 377.4553 - logcount_predictions_loss: 0.5848 235/1621 [===>..........................] - ETA: 15:22 - loss: 381.2091 - logits_profile_predictions_loss: 377.4658 - logcount_predictions_loss: 0.5849 236/1621 [===>..........................] - ETA: 15:21 - loss: 381.2217 - logits_profile_predictions_loss: 377.4781 - logcount_predictions_loss: 0.5850 237/1621 [===>..........................] - ETA: 15:20 - loss: 381.2330 - logits_profile_predictions_loss: 377.4890 - logcount_predictions_loss: 0.5850 238/1621 [===>..........................] - ETA: 15:20 - loss: 381.2445 - logits_profile_predictions_loss: 377.5002 - logcount_predictions_loss: 0.5851 239/1621 [===>..........................] - ETA: 15:19 - loss: 381.2557 - logits_profile_predictions_loss: 377.5110 - logcount_predictions_loss: 0.5851 240/1621 [===>..........................] - ETA: 15:18 - loss: 381.2664 - logits_profile_predictions_loss: 377.5213 - logcount_predictions_loss: 0.5852 241/1621 [===>..........................] - ETA: 15:18 - loss: 381.2772 - logits_profile_predictions_loss: 377.5317 - logcount_predictions_loss: 0.5852 242/1621 [===>..........................] - ETA: 15:17 - loss: 381.2879 - logits_profile_predictions_loss: 377.5421 - logcount_predictions_loss: 0.5853 243/1621 [===>..........................] - ETA: 15:16 - loss: 381.2990 - logits_profile_predictions_loss: 377.5528 - logcount_predictions_loss: 0.5854 244/1621 [===>..........................] - ETA: 15:16 - loss: 381.3101 - logits_profile_predictions_loss: 377.5635 - logcount_predictions_loss: 0.5854 245/1621 [===>..........................] - ETA: 15:15 - loss: 381.3199 - logits_profile_predictions_loss: 377.5729 - logcount_predictions_loss: 0.5855 246/1621 [===>..........................] - ETA: 15:15 - loss: 381.3299 - logits_profile_predictions_loss: 377.5826 - logcount_predictions_loss: 0.5855 247/1621 [===>..........................] - ETA: 15:14 - loss: 381.3422 - logits_profile_predictions_loss: 377.5945 - logcount_predictions_loss: 0.5856 248/1621 [===>..........................] - ETA: 15:13 - loss: 381.3553 - logits_profile_predictions_loss: 377.6072 - logcount_predictions_loss: 0.5856 249/1621 [===>..........................] - ETA: 15:13 - loss: 381.3675 - logits_profile_predictions_loss: 377.6191 - logcount_predictions_loss: 0.5857 250/1621 [===>..........................] - ETA: 15:12 - loss: 381.3794 - logits_profile_predictions_loss: 377.6307 - logcount_predictions_loss: 0.5858 251/1621 [===>..........................] - ETA: 15:11 - loss: 381.3907 - logits_profile_predictions_loss: 377.6417 - logcount_predictions_loss: 0.5858 252/1621 [===>..........................] - ETA: 15:11 - loss: 381.4023 - logits_profile_predictions_loss: 377.6529 - logcount_predictions_loss: 0.5859 253/1621 [===>..........................] - ETA: 15:10 - loss: 381.4137 - logits_profile_predictions_loss: 377.6640 - logcount_predictions_loss: 0.5859 254/1621 [===>..........................] - ETA: 15:09 - loss: 381.4246 - logits_profile_predictions_loss: 377.6745 - logcount_predictions_loss: 0.5860 255/1621 [===>..........................] - ETA: 15:09 - loss: 381.4353 - logits_profile_predictions_loss: 377.6850 - logcount_predictions_loss: 0.5860 256/1621 [===>..........................] - ETA: 15:08 - loss: 381.4453 - logits_profile_predictions_loss: 377.6947 - logcount_predictions_loss: 0.5861 257/1621 [===>..........................] - ETA: 15:08 - loss: 381.4558 - logits_profile_predictions_loss: 377.7048 - logcount_predictions_loss: 0.5861 258/1621 [===>..........................] - ETA: 15:07 - loss: 381.4684 - logits_profile_predictions_loss: 377.7171 - logcount_predictions_loss: 0.5862 259/1621 [===>..........................] - ETA: 15:06 - loss: 381.4804 - logits_profile_predictions_loss: 377.7287 - logcount_predictions_loss: 0.5862 260/1621 [===>..........................] - ETA: 15:06 - loss: 381.4933 - logits_profile_predictions_loss: 377.7412 - logcount_predictions_loss: 0.5863 261/1621 [===>..........................] - ETA: 15:05 - loss: 381.5059 - logits_profile_predictions_loss: 377.7535 - logcount_predictions_loss: 0.5863 262/1621 [===>..........................] - ETA: 15:04 - loss: 381.5179 - logits_profile_predictions_loss: 377.7650 - logcount_predictions_loss: 0.5864 263/1621 [===>..........................] - ETA: 15:04 - loss: 381.5291 - logits_profile_predictions_loss: 377.7760 - logcount_predictions_loss: 0.5864 264/1621 [===>..........................] - ETA: 15:03 - loss: 381.5409 - logits_profile_predictions_loss: 377.7874 - logcount_predictions_loss: 0.5865 265/1621 [===>..........................] - ETA: 15:02 - loss: 381.5531 - logits_profile_predictions_loss: 377.7991 - logcount_predictions_loss: 0.5866 266/1621 [===>..........................] - ETA: 15:02 - loss: 381.5664 - logits_profile_predictions_loss: 377.8121 - logcount_predictions_loss: 0.5866 267/1621 [===>..........................] - ETA: 15:01 - loss: 381.5780 - logits_profile_predictions_loss: 377.8234 - logcount_predictions_loss: 0.5867 268/1621 [===>..........................] - ETA: 15:00 - loss: 381.5893 - logits_profile_predictions_loss: 377.8343 - logcount_predictions_loss: 0.5867 269/1621 [===>..........................] - ETA: 15:00 - loss: 381.6012 - logits_profile_predictions_loss: 377.8458 - logcount_predictions_loss: 0.5868 270/1621 [===>..........................] - ETA: 14:59 - loss: 381.6126 - logits_profile_predictions_loss: 377.8569 - logcount_predictions_loss: 0.5868 271/1621 [====>.........................] - ETA: 14:59 - loss: 381.6229 - logits_profile_predictions_loss: 377.8668 - logcount_predictions_loss: 0.5869 272/1621 [====>.........................] - ETA: 14:58 - loss: 381.6347 - logits_profile_predictions_loss: 377.8783 - logcount_predictions_loss: 0.5870 273/1621 [====>.........................] - ETA: 14:57 - loss: 381.6467 - logits_profile_predictions_loss: 377.8899 - logcount_predictions_loss: 0.5870 274/1621 [====>.........................] - ETA: 14:57 - loss: 381.6587 - logits_profile_predictions_loss: 377.9016 - logcount_predictions_loss: 0.5871 275/1621 [====>.........................] - ETA: 14:56 - loss: 381.6700 - logits_profile_predictions_loss: 377.9125 - logcount_predictions_loss: 0.5871 276/1621 [====>.........................] - ETA: 14:55 - loss: 381.6823 - logits_profile_predictions_loss: 377.9245 - logcount_predictions_loss: 0.5872 277/1621 [====>.........................] - ETA: 14:55 - loss: 381.6939 - logits_profile_predictions_loss: 377.9357 - logcount_predictions_loss: 0.5872 278/1621 [====>.........................] - ETA: 14:54 - loss: 381.7047 - logits_profile_predictions_loss: 377.9461 - logcount_predictions_loss: 0.5873 279/1621 [====>.........................] - ETA: 14:53 - loss: 381.7157 - logits_profile_predictions_loss: 377.9567 - logcount_predictions_loss: 0.5874 280/1621 [====>.........................] - ETA: 14:53 - loss: 381.7256 - logits_profile_predictions_loss: 377.9663 - logcount_predictions_loss: 0.5874 281/1621 [====>.........................] - ETA: 14:52 - loss: 381.7374 - logits_profile_predictions_loss: 377.9775 - logcount_predictions_loss: 0.5875 282/1621 [====>.........................] - ETA: 14:52 - loss: 381.7495 - logits_profile_predictions_loss: 377.9892 - logcount_predictions_loss: 0.5876 283/1621 [====>.........................] - ETA: 14:51 - loss: 381.7611 - logits_profile_predictions_loss: 378.0004 - logcount_predictions_loss: 0.5876 284/1621 [====>.........................] - ETA: 14:50 - loss: 381.7746 - logits_profile_predictions_loss: 378.0135 - logcount_predictions_loss: 0.5877 285/1621 [====>.........................] - ETA: 14:50 - loss: 381.7874 - logits_profile_predictions_loss: 378.0258 - logcount_predictions_loss: 0.5878 286/1621 [====>.........................] - ETA: 14:49 - loss: 381.8005 - logits_profile_predictions_loss: 378.0385 - logcount_predictions_loss: 0.5878 287/1621 [====>.........................] - ETA: 14:48 - loss: 381.8132 - logits_profile_predictions_loss: 378.0507 - logcount_predictions_loss: 0.5879 288/1621 [====>.........................] - ETA: 14:48 - loss: 381.8256 - logits_profile_predictions_loss: 378.0626 - logcount_predictions_loss: 0.5880 289/1621 [====>.........................] - ETA: 14:47 - loss: 381.8367 - logits_profile_predictions_loss: 378.0734 - logcount_predictions_loss: 0.5880 290/1621 [====>.........................] - ETA: 14:46 - loss: 381.8471 - logits_profile_predictions_loss: 378.0833 - logcount_predictions_loss: 0.5881 291/1621 [====>.........................] - ETA: 14:46 - loss: 381.8579 - logits_profile_predictions_loss: 378.0937 - logcount_predictions_loss: 0.5882 292/1621 [====>.........................] - ETA: 14:45 - loss: 381.8690 - logits_profile_predictions_loss: 378.1043 - logcount_predictions_loss: 0.5882 293/1621 [====>.........................] - ETA: 14:44 - loss: 381.8791 - logits_profile_predictions_loss: 378.1140 - logcount_predictions_loss: 0.5883 294/1621 [====>.........................] - ETA: 14:44 - loss: 381.8898 - logits_profile_predictions_loss: 378.1243 - logcount_predictions_loss: 0.5884 295/1621 [====>.........................] - ETA: 14:43 - loss: 381.8994 - logits_profile_predictions_loss: 378.1335 - logcount_predictions_loss: 0.5884 296/1621 [====>.........................] - ETA: 14:42 - loss: 381.9086 - logits_profile_predictions_loss: 378.1422 - logcount_predictions_loss: 0.5885 297/1621 [====>.........................] - ETA: 14:42 - loss: 381.9173 - logits_profile_predictions_loss: 378.1505 - logcount_predictions_loss: 0.5886 298/1621 [====>.........................] - ETA: 14:41 - loss: 381.9265 - logits_profile_predictions_loss: 378.1594 - logcount_predictions_loss: 0.5886 299/1621 [====>.........................] - ETA: 14:40 - loss: 381.9354 - logits_profile_predictions_loss: 378.1678 - logcount_predictions_loss: 0.5887 300/1621 [====>.........................] - ETA: 14:40 - loss: 381.9450 - logits_profile_predictions_loss: 378.1771 - logcount_predictions_loss: 0.5888 301/1621 [====>.........................] - ETA: 14:39 - loss: 381.9543 - logits_profile_predictions_loss: 378.1859 - logcount_predictions_loss: 0.5888 302/1621 [====>.........................] - ETA: 14:39 - loss: 381.9635 - logits_profile_predictions_loss: 378.1947 - logcount_predictions_loss: 0.5889 303/1621 [====>.........................] - ETA: 14:38 - loss: 381.9728 - logits_profile_predictions_loss: 378.2036 - logcount_predictions_loss: 0.5890 304/1621 [====>.........................] - ETA: 14:37 - loss: 381.9819 - logits_profile_predictions_loss: 378.2123 - logcount_predictions_loss: 0.5890 305/1621 [====>.........................] - ETA: 14:37 - loss: 381.9908 - logits_profile_predictions_loss: 378.2208 - logcount_predictions_loss: 0.5891 306/1621 [====>.........................] - ETA: 14:36 - loss: 381.9993 - logits_profile_predictions_loss: 378.2288 - logcount_predictions_loss: 0.5891 307/1621 [====>.........................] - ETA: 14:35 - loss: 382.0080 - logits_profile_predictions_loss: 378.2371 - logcount_predictions_loss: 0.5892 308/1621 [====>.........................] - ETA: 14:35 - loss: 382.0163 - logits_profile_predictions_loss: 378.2449 - logcount_predictions_loss: 0.5893 309/1621 [====>.........................] - ETA: 14:34 - loss: 382.0248 - logits_profile_predictions_loss: 378.2530 - logcount_predictions_loss: 0.5894 310/1621 [====>.........................] - ETA: 14:33 - loss: 382.0331 - logits_profile_predictions_loss: 378.2609 - logcount_predictions_loss: 0.5894 311/1621 [====>.........................] - ETA: 14:33 - loss: 382.0414 - logits_profile_predictions_loss: 378.2687 - logcount_predictions_loss: 0.5895 312/1621 [====>.........................] - ETA: 14:32 - loss: 382.0487 - logits_profile_predictions_loss: 378.2756 - logcount_predictions_loss: 0.5896 313/1621 [====>.........................] - ETA: 14:31 - loss: 382.0560 - logits_profile_predictions_loss: 378.2825 - logcount_predictions_loss: 0.5896 314/1621 [====>.........................] - ETA: 14:31 - loss: 382.0636 - logits_profile_predictions_loss: 378.2897 - logcount_predictions_loss: 0.5897 315/1621 [====>.........................] - ETA: 14:30 - loss: 382.0705 - logits_profile_predictions_loss: 378.2961 - logcount_predictions_loss: 0.5898 316/1621 [====>.........................] - ETA: 14:29 - loss: 382.0775 - 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[=====>........................] - ETA: 14:16 - loss: 382.1742 - logits_profile_predictions_loss: 378.3918 - logcount_predictions_loss: 0.5910 337/1621 [=====>........................] - ETA: 14:16 - loss: 382.1782 - logits_profile_predictions_loss: 378.3954 - logcount_predictions_loss: 0.5911 338/1621 [=====>........................] - ETA: 14:15 - loss: 382.1821 - logits_profile_predictions_loss: 378.3990 - logcount_predictions_loss: 0.5911 339/1621 [=====>........................] - ETA: 14:14 - loss: 382.1854 - logits_profile_predictions_loss: 378.4019 - logcount_predictions_loss: 0.5912 340/1621 [=====>........................] - ETA: 14:14 - loss: 382.1882 - logits_profile_predictions_loss: 378.4044 - logcount_predictions_loss: 0.5912 341/1621 [=====>........................] - ETA: 14:13 - loss: 382.1909 - logits_profile_predictions_loss: 378.4068 - logcount_predictions_loss: 0.5913 342/1621 [=====>........................] - ETA: 14:12 - loss: 382.1936 - 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[=====>........................] - ETA: 14:08 - loss: 382.2080 - logits_profile_predictions_loss: 378.4214 - logcount_predictions_loss: 0.5917 350/1621 [=====>........................] - ETA: 14:07 - loss: 382.2092 - logits_profile_predictions_loss: 378.4223 - logcount_predictions_loss: 0.5917 351/1621 [=====>........................] - ETA: 14:07 - loss: 382.2113 - logits_profile_predictions_loss: 378.4241 - logcount_predictions_loss: 0.5918 352/1621 [=====>........................] - ETA: 14:06 - loss: 382.2130 - logits_profile_predictions_loss: 378.4255 - logcount_predictions_loss: 0.5918 353/1621 [=====>........................] - ETA: 14:05 - loss: 382.2150 - logits_profile_predictions_loss: 378.4273 - logcount_predictions_loss: 0.5918 354/1621 [=====>........................] - ETA: 14:05 - loss: 382.2170 - logits_profile_predictions_loss: 378.4290 - logcount_predictions_loss: 0.5919 355/1621 [=====>........................] - ETA: 14:04 - loss: 382.2189 - 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[=====>........................] - ETA: 13:59 - loss: 382.2323 - logits_profile_predictions_loss: 378.4422 - logcount_predictions_loss: 0.5922 363/1621 [=====>........................] - ETA: 13:59 - loss: 382.2339 - logits_profile_predictions_loss: 378.4436 - logcount_predictions_loss: 0.5922 364/1621 [=====>........................] - ETA: 13:58 - loss: 382.2356 - logits_profile_predictions_loss: 378.4451 - logcount_predictions_loss: 0.5923 365/1621 [=====>........................] - ETA: 13:58 - loss: 382.2368 - logits_profile_predictions_loss: 378.4460 - logcount_predictions_loss: 0.5923 366/1621 [=====>........................] - ETA: 13:57 - loss: 382.2380 - logits_profile_predictions_loss: 378.4470 - logcount_predictions_loss: 0.5924 367/1621 [=====>........................] - ETA: 13:56 - loss: 382.2388 - logits_profile_predictions_loss: 378.4476 - logcount_predictions_loss: 0.5924 368/1621 [=====>........................] - ETA: 13:56 - loss: 382.2393 - 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[======>.......................] - ETA: 13:42 - loss: 382.2660 - logits_profile_predictions_loss: 378.4705 - logcount_predictions_loss: 0.5931 389/1621 [======>.......................] - ETA: 13:42 - loss: 382.2671 - logits_profile_predictions_loss: 378.4714 - logcount_predictions_loss: 0.5931 390/1621 [======>.......................] - ETA: 13:41 - loss: 382.2678 - logits_profile_predictions_loss: 378.4720 - logcount_predictions_loss: 0.5931 391/1621 [======>.......................] - ETA: 13:40 - loss: 382.2683 - logits_profile_predictions_loss: 378.4723 - logcount_predictions_loss: 0.5931 392/1621 [======>.......................] - ETA: 13:40 - loss: 382.2686 - logits_profile_predictions_loss: 378.4724 - logcount_predictions_loss: 0.5932 393/1621 [======>.......................] - ETA: 13:39 - loss: 382.2688 - logits_profile_predictions_loss: 378.4725 - logcount_predictions_loss: 0.5932 394/1621 [======>.......................] - ETA: 13:39 - loss: 382.2688 - 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[============================>.] - ETA: 7s - loss: 382.3367 - logits_profile_predictions_loss: 378.5144 - logcount_predictions_loss: 0.5972 1611/1621 [============================>.] - ETA: 6s - loss: 382.3368 - logits_profile_predictions_loss: 378.5145 - logcount_predictions_loss: 0.5973 1612/1621 [============================>.] - ETA: 6s - loss: 382.3368 - logits_profile_predictions_loss: 378.5145 - logcount_predictions_loss: 0.5973 1613/1621 [============================>.] - ETA: 5s - loss: 382.3369 - logits_profile_predictions_loss: 378.5146 - logcount_predictions_loss: 0.5973 1614/1621 [============================>.] - ETA: 4s - loss: 382.3370 - logits_profile_predictions_loss: 378.5146 - logcount_predictions_loss: 0.5973 1615/1621 [============================>.] - ETA: 4s - loss: 382.3370 - logits_profile_predictions_loss: 378.5147 - logcount_predictions_loss: 0.5973 1616/1621 [============================>.] - ETA: 3s - loss: 382.3371 - logits_profile_predictions_loss: 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val_logits_profile_predictions_loss: 418.2937 - val_logcount_predictions_loss: 0.6750 + +Epoch 00013: val_loss did not improve from 414.26617 +Epoch 14/50 + 1/1621 [..............................] - ETA: 18:39 - loss: 348.4690 - logits_profile_predictions_loss: 344.8928 - logcount_predictions_loss: 0.5588 2/1621 [..............................] - ETA: 17:28 - loss: 342.8780 - logits_profile_predictions_loss: 339.4687 - logcount_predictions_loss: 0.5327 3/1621 [..............................] - ETA: 17:30 - loss: 354.6217 - logits_profile_predictions_loss: 351.1825 - logcount_predictions_loss: 0.5374 4/1621 [..............................] - ETA: 17:31 - loss: 362.3908 - logits_profile_predictions_loss: 358.9635 - logcount_predictions_loss: 0.5355 5/1621 [..............................] - ETA: 17:31 - loss: 364.6889 - logits_profile_predictions_loss: 361.2805 - logcount_predictions_loss: 0.5326 6/1621 [..............................] - ETA: 17:31 - loss: 367.0648 - logits_profile_predictions_loss: 363.6057 - logcount_predictions_loss: 0.5405 7/1621 [..............................] - ETA: 17:30 - loss: 368.8031 - logits_profile_predictions_loss: 365.2963 - logcount_predictions_loss: 0.5479 8/1621 [..............................] - ETA: 17:30 - loss: 370.6268 - logits_profile_predictions_loss: 367.0884 - logcount_predictions_loss: 0.5529 9/1621 [..............................] - ETA: 17:29 - loss: 371.8640 - logits_profile_predictions_loss: 368.3116 - logcount_predictions_loss: 0.5551 10/1621 [..............................] - ETA: 17:29 - loss: 372.5502 - logits_profile_predictions_loss: 368.9777 - logcount_predictions_loss: 0.5582 11/1621 [..............................] - ETA: 17:29 - loss: 372.7033 - logits_profile_predictions_loss: 369.1234 - logcount_predictions_loss: 0.5593 12/1621 [..............................] - ETA: 17:29 - loss: 372.7790 - logits_profile_predictions_loss: 369.1881 - logcount_predictions_loss: 0.5611 13/1621 [..............................] - ETA: 17:28 - loss: 373.1207 - logits_profile_predictions_loss: 369.5192 - logcount_predictions_loss: 0.5627 14/1621 [..............................] - ETA: 17:28 - loss: 373.5653 - logits_profile_predictions_loss: 369.9488 - logcount_predictions_loss: 0.5651 15/1621 [..............................] - ETA: 17:27 - loss: 374.1085 - logits_profile_predictions_loss: 370.4791 - logcount_predictions_loss: 0.5671 16/1621 [..............................] - ETA: 17:27 - loss: 374.5999 - logits_profile_predictions_loss: 370.9623 - logcount_predictions_loss: 0.5684 17/1621 [..............................] - ETA: 17:26 - loss: 375.2317 - logits_profile_predictions_loss: 371.5822 - logcount_predictions_loss: 0.5702 18/1621 [..............................] - ETA: 17:26 - loss: 375.6955 - logits_profile_predictions_loss: 372.0403 - logcount_predictions_loss: 0.5711 19/1621 [..............................] - ETA: 17:26 - loss: 375.9701 - logits_profile_predictions_loss: 372.3107 - logcount_predictions_loss: 0.5718 20/1621 [..............................] - ETA: 17:25 - loss: 376.2655 - logits_profile_predictions_loss: 372.5982 - logcount_predictions_loss: 0.5730 21/1621 [..............................] - ETA: 17:25 - loss: 376.6118 - logits_profile_predictions_loss: 372.9385 - logcount_predictions_loss: 0.5739 22/1621 [..............................] - ETA: 17:24 - loss: 376.8284 - logits_profile_predictions_loss: 373.1489 - logcount_predictions_loss: 0.5749 23/1621 [..............................] - ETA: 17:24 - loss: 376.9058 - logits_profile_predictions_loss: 373.2215 - logcount_predictions_loss: 0.5757 24/1621 [..............................] - ETA: 17:23 - loss: 376.8913 - logits_profile_predictions_loss: 373.2038 - logcount_predictions_loss: 0.5762 25/1621 [..............................] - ETA: 17:23 - loss: 376.8683 - logits_profile_predictions_loss: 373.1772 - logcount_predictions_loss: 0.5767 26/1621 [..............................] - ETA: 17:22 - loss: 376.7729 - logits_profile_predictions_loss: 373.0803 - logcount_predictions_loss: 0.5770 27/1621 [..............................] - ETA: 17:22 - loss: 376.6243 - logits_profile_predictions_loss: 372.9308 - logcount_predictions_loss: 0.5771 28/1621 [..............................] - ETA: 17:21 - loss: 376.6129 - logits_profile_predictions_loss: 372.9194 - logcount_predictions_loss: 0.5771 29/1621 [..............................] - ETA: 17:21 - loss: 376.5066 - logits_profile_predictions_loss: 372.8150 - logcount_predictions_loss: 0.5768 30/1621 [..............................] - ETA: 17:20 - loss: 376.3450 - logits_profile_predictions_loss: 372.6557 - logcount_predictions_loss: 0.5764 31/1621 [..............................] - ETA: 17:20 - loss: 376.2498 - logits_profile_predictions_loss: 372.5620 - logcount_predictions_loss: 0.5762 32/1621 [..............................] - ETA: 17:19 - loss: 376.1257 - logits_profile_predictions_loss: 372.4392 - logcount_predictions_loss: 0.5760 33/1621 [..............................] - ETA: 17:19 - loss: 375.9773 - logits_profile_predictions_loss: 372.2922 - logcount_predictions_loss: 0.5758 34/1621 [..............................] - ETA: 17:18 - loss: 375.9029 - logits_profile_predictions_loss: 372.2193 - logcount_predictions_loss: 0.5755 35/1621 [..............................] - ETA: 17:18 - loss: 375.8931 - logits_profile_predictions_loss: 372.2111 - logcount_predictions_loss: 0.5753 36/1621 [..............................] - ETA: 17:17 - loss: 375.9483 - logits_profile_predictions_loss: 372.2661 - logcount_predictions_loss: 0.5753 37/1621 [..............................] - ETA: 17:17 - loss: 376.0354 - logits_profile_predictions_loss: 372.3532 - logcount_predictions_loss: 0.5753 38/1621 [..............................] - ETA: 17:16 - loss: 376.1077 - logits_profile_predictions_loss: 372.4251 - logcount_predictions_loss: 0.5754 39/1621 [..............................] - ETA: 17:16 - loss: 376.1821 - logits_profile_predictions_loss: 372.4993 - logcount_predictions_loss: 0.5754 40/1621 [..............................] - ETA: 17:15 - loss: 376.2128 - logits_profile_predictions_loss: 372.5300 - logcount_predictions_loss: 0.5754 41/1621 [..............................] - ETA: 17:15 - loss: 376.2881 - logits_profile_predictions_loss: 372.6058 - logcount_predictions_loss: 0.5754 42/1621 [..............................] - ETA: 17:14 - loss: 376.3515 - logits_profile_predictions_loss: 372.6698 - logcount_predictions_loss: 0.5753 43/1621 [..............................] - ETA: 17:13 - loss: 376.4169 - logits_profile_predictions_loss: 372.7356 - logcount_predictions_loss: 0.5752 44/1621 [..............................] - ETA: 17:13 - loss: 376.4874 - logits_profile_predictions_loss: 372.8067 - logcount_predictions_loss: 0.5751 45/1621 [..............................] - ETA: 17:12 - loss: 376.5589 - logits_profile_predictions_loss: 372.8792 - logcount_predictions_loss: 0.5749 46/1621 [..............................] - ETA: 17:12 - loss: 376.6257 - logits_profile_predictions_loss: 372.9473 - logcount_predictions_loss: 0.5747 47/1621 [..............................] - ETA: 17:11 - loss: 376.6889 - logits_profile_predictions_loss: 373.0125 - logcount_predictions_loss: 0.5744 48/1621 [..............................] - ETA: 17:11 - loss: 376.7253 - logits_profile_predictions_loss: 373.0503 - logcount_predictions_loss: 0.5742 49/1621 [..............................] - ETA: 17:10 - loss: 376.7509 - logits_profile_predictions_loss: 373.0780 - logcount_predictions_loss: 0.5739 50/1621 [..............................] - ETA: 17:10 - loss: 376.7908 - logits_profile_predictions_loss: 373.1200 - logcount_predictions_loss: 0.5736 51/1621 [..............................] - ETA: 17:09 - loss: 376.8209 - logits_profile_predictions_loss: 373.1522 - logcount_predictions_loss: 0.5732 52/1621 [..............................] - ETA: 17:09 - loss: 376.8572 - logits_profile_predictions_loss: 373.1908 - logcount_predictions_loss: 0.5729 53/1621 [..............................] - ETA: 17:08 - loss: 376.9139 - logits_profile_predictions_loss: 373.2502 - logcount_predictions_loss: 0.5724 54/1621 [..............................] - ETA: 17:08 - loss: 376.9778 - logits_profile_predictions_loss: 373.3166 - logcount_predictions_loss: 0.5721 55/1621 [>.............................] - ETA: 17:07 - loss: 377.0588 - logits_profile_predictions_loss: 373.3999 - logcount_predictions_loss: 0.5717 56/1621 [>.............................] - ETA: 17:07 - loss: 377.1468 - logits_profile_predictions_loss: 373.4900 - logcount_predictions_loss: 0.5714 57/1621 [>.............................] - ETA: 17:06 - loss: 377.2432 - logits_profile_predictions_loss: 373.5880 - logcount_predictions_loss: 0.5711 58/1621 [>.............................] - ETA: 17:05 - loss: 377.3335 - logits_profile_predictions_loss: 373.6801 - logcount_predictions_loss: 0.5708 59/1621 [>.............................] - ETA: 17:05 - loss: 377.4212 - logits_profile_predictions_loss: 373.7697 - logcount_predictions_loss: 0.5705 60/1621 [>.............................] - ETA: 17:04 - loss: 377.5283 - logits_profile_predictions_loss: 373.8787 - logcount_predictions_loss: 0.5702 61/1621 [>.............................] - ETA: 17:04 - loss: 377.6406 - logits_profile_predictions_loss: 373.9929 - logcount_predictions_loss: 0.5699 62/1621 [>.............................] - ETA: 17:03 - loss: 377.7661 - logits_profile_predictions_loss: 374.1202 - logcount_predictions_loss: 0.5697 63/1621 [>.............................] - ETA: 17:03 - loss: 377.8743 - logits_profile_predictions_loss: 374.2302 - logcount_predictions_loss: 0.5694 64/1621 [>.............................] - ETA: 17:02 - loss: 377.9828 - logits_profile_predictions_loss: 374.3407 - logcount_predictions_loss: 0.5691 65/1621 [>.............................] - ETA: 17:02 - loss: 378.0864 - logits_profile_predictions_loss: 374.4462 - logcount_predictions_loss: 0.5688 66/1621 [>.............................] - ETA: 17:01 - loss: 378.2056 - logits_profile_predictions_loss: 374.5672 - logcount_predictions_loss: 0.5685 67/1621 [>.............................] - ETA: 17:01 - loss: 378.3126 - logits_profile_predictions_loss: 374.6761 - logcount_predictions_loss: 0.5682 68/1621 [>.............................] - ETA: 17:00 - loss: 378.4235 - logits_profile_predictions_loss: 374.7885 - logcount_predictions_loss: 0.5679 69/1621 [>.............................] - ETA: 16:59 - loss: 378.5296 - logits_profile_predictions_loss: 374.8962 - logcount_predictions_loss: 0.5677 70/1621 [>.............................] - ETA: 16:59 - loss: 378.6336 - logits_profile_predictions_loss: 375.0015 - logcount_predictions_loss: 0.5675 71/1621 [>.............................] - ETA: 16:58 - loss: 378.7328 - logits_profile_predictions_loss: 375.1021 - logcount_predictions_loss: 0.5673 72/1621 [>.............................] - ETA: 16:58 - loss: 378.8499 - logits_profile_predictions_loss: 375.2200 - logcount_predictions_loss: 0.5672 73/1621 [>.............................] - ETA: 16:57 - loss: 378.9584 - logits_profile_predictions_loss: 375.3293 - logcount_predictions_loss: 0.5670 74/1621 [>.............................] - ETA: 16:57 - loss: 379.0489 - logits_profile_predictions_loss: 375.4208 - logcount_predictions_loss: 0.5669 75/1621 [>.............................] - ETA: 16:56 - loss: 379.1206 - logits_profile_predictions_loss: 375.4933 - logcount_predictions_loss: 0.5668 76/1621 [>.............................] - ETA: 16:56 - loss: 379.1956 - logits_profile_predictions_loss: 375.5691 - logcount_predictions_loss: 0.5666 77/1621 [>.............................] - ETA: 16:55 - loss: 379.2838 - logits_profile_predictions_loss: 375.6580 - logcount_predictions_loss: 0.5665 78/1621 [>.............................] - ETA: 16:54 - loss: 379.3736 - logits_profile_predictions_loss: 375.7483 - logcount_predictions_loss: 0.5664 79/1621 [>.............................] - ETA: 16:54 - loss: 379.4531 - logits_profile_predictions_loss: 375.8285 - logcount_predictions_loss: 0.5663 80/1621 [>.............................] - ETA: 16:53 - loss: 379.5184 - logits_profile_predictions_loss: 375.8942 - logcount_predictions_loss: 0.5663 81/1621 [>.............................] - ETA: 16:53 - loss: 379.5912 - logits_profile_predictions_loss: 375.9675 - logcount_predictions_loss: 0.5662 82/1621 [>.............................] - ETA: 16:52 - loss: 379.6619 - logits_profile_predictions_loss: 376.0387 - logcount_predictions_loss: 0.5661 83/1621 [>.............................] - ETA: 16:52 - loss: 379.7206 - logits_profile_predictions_loss: 376.0978 - logcount_predictions_loss: 0.5660 84/1621 [>.............................] - ETA: 16:51 - loss: 379.7738 - logits_profile_predictions_loss: 376.1516 - logcount_predictions_loss: 0.5660 85/1621 [>.............................] - ETA: 16:50 - loss: 379.8175 - logits_profile_predictions_loss: 376.1957 - logcount_predictions_loss: 0.5659 86/1621 [>.............................] - ETA: 16:50 - loss: 379.8685 - logits_profile_predictions_loss: 376.2470 - logcount_predictions_loss: 0.5658 87/1621 [>.............................] - ETA: 16:49 - loss: 379.9219 - logits_profile_predictions_loss: 376.3007 - logcount_predictions_loss: 0.5658 88/1621 [>.............................] - ETA: 16:49 - loss: 379.9716 - logits_profile_predictions_loss: 376.3507 - logcount_predictions_loss: 0.5658 89/1621 [>.............................] - ETA: 16:48 - loss: 380.0228 - logits_profile_predictions_loss: 376.4022 - logcount_predictions_loss: 0.5657 90/1621 [>.............................] - ETA: 16:48 - loss: 380.0723 - logits_profile_predictions_loss: 376.4519 - logcount_predictions_loss: 0.5657 91/1621 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[=>............................] - ETA: 16:17 - loss: 380.5833 - logits_profile_predictions_loss: 376.9690 - logcount_predictions_loss: 0.5647 144/1621 [=>............................] - ETA: 16:16 - loss: 380.5885 - logits_profile_predictions_loss: 376.9743 - logcount_predictions_loss: 0.5647 145/1621 [=>............................] - ETA: 16:16 - loss: 380.5922 - logits_profile_predictions_loss: 376.9780 - logcount_predictions_loss: 0.5647 146/1621 [=>............................] - ETA: 16:15 - loss: 380.5947 - logits_profile_predictions_loss: 376.9805 - logcount_predictions_loss: 0.5647 147/1621 [=>............................] - ETA: 16:15 - loss: 380.6017 - logits_profile_predictions_loss: 376.9875 - logcount_predictions_loss: 0.5647 148/1621 [=>............................] - ETA: 16:14 - loss: 380.6112 - logits_profile_predictions_loss: 376.9969 - logcount_predictions_loss: 0.5647 149/1621 [=>............................] - ETA: 16:14 - loss: 380.6215 - 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[=>............................] - ETA: 16:09 - loss: 380.6817 - logits_profile_predictions_loss: 377.0665 - logcount_predictions_loss: 0.5649 157/1621 [=>............................] - ETA: 16:09 - loss: 380.6815 - logits_profile_predictions_loss: 377.0662 - logcount_predictions_loss: 0.5649 158/1621 [=>............................] - ETA: 16:08 - loss: 380.6818 - logits_profile_predictions_loss: 377.0665 - logcount_predictions_loss: 0.5649 159/1621 [=>............................] - ETA: 16:08 - loss: 380.6822 - logits_profile_predictions_loss: 377.0668 - logcount_predictions_loss: 0.5649 160/1621 [=>............................] - ETA: 16:07 - loss: 380.6841 - logits_profile_predictions_loss: 377.0687 - logcount_predictions_loss: 0.5649 161/1621 [=>............................] - ETA: 16:06 - loss: 380.6855 - logits_profile_predictions_loss: 377.0701 - logcount_predictions_loss: 0.5649 162/1621 [=>............................] - ETA: 16:06 - loss: 380.6884 - 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[====>.........................] - ETA: 14:57 - loss: 380.6661 - logits_profile_predictions_loss: 377.0445 - logcount_predictions_loss: 0.5659 274/1621 [====>.........................] - ETA: 14:57 - loss: 380.6594 - logits_profile_predictions_loss: 377.0377 - logcount_predictions_loss: 0.5659 275/1621 [====>.........................] - ETA: 14:56 - loss: 380.6521 - logits_profile_predictions_loss: 377.0303 - logcount_predictions_loss: 0.5659 276/1621 [====>.........................] - ETA: 14:55 - loss: 380.6458 - logits_profile_predictions_loss: 377.0239 - logcount_predictions_loss: 0.5659 277/1621 [====>.........................] - ETA: 14:55 - loss: 380.6399 - logits_profile_predictions_loss: 377.0180 - logcount_predictions_loss: 0.5659 278/1621 [====>.........................] - ETA: 14:54 - loss: 380.6330 - logits_profile_predictions_loss: 377.0109 - logcount_predictions_loss: 0.5659 279/1621 [====>.........................] - ETA: 14:53 - loss: 380.6250 - 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[====>.........................] - ETA: 14:41 - loss: 380.4317 - logits_profile_predictions_loss: 376.8083 - logcount_predictions_loss: 0.5661 300/1621 [====>.........................] - ETA: 14:40 - loss: 380.4208 - logits_profile_predictions_loss: 376.7974 - logcount_predictions_loss: 0.5661 301/1621 [====>.........................] - ETA: 14:39 - loss: 380.4100 - logits_profile_predictions_loss: 376.7866 - logcount_predictions_loss: 0.5662 302/1621 [====>.........................] - ETA: 14:39 - loss: 380.3987 - logits_profile_predictions_loss: 376.7752 - logcount_predictions_loss: 0.5662 303/1621 [====>.........................] - ETA: 14:38 - loss: 380.3880 - logits_profile_predictions_loss: 376.7644 - logcount_predictions_loss: 0.5662 304/1621 [====>.........................] - ETA: 14:37 - loss: 380.3769 - logits_profile_predictions_loss: 376.7533 - logcount_predictions_loss: 0.5662 305/1621 [====>.........................] - ETA: 14:37 - loss: 380.3656 - 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[====>.........................] - ETA: 14:32 - loss: 380.2823 - logits_profile_predictions_loss: 376.6586 - logcount_predictions_loss: 0.5662 313/1621 [====>.........................] - ETA: 14:32 - loss: 380.2702 - logits_profile_predictions_loss: 376.6465 - logcount_predictions_loss: 0.5662 314/1621 [====>.........................] - ETA: 14:31 - loss: 380.2591 - logits_profile_predictions_loss: 376.6353 - logcount_predictions_loss: 0.5662 315/1621 [====>.........................] - ETA: 14:30 - loss: 380.2480 - logits_profile_predictions_loss: 376.6242 - logcount_predictions_loss: 0.5662 316/1621 [====>.........................] - ETA: 14:30 - loss: 380.2363 - logits_profile_predictions_loss: 376.6125 - logcount_predictions_loss: 0.5662 317/1621 [====>.........................] - ETA: 14:29 - loss: 380.2244 - logits_profile_predictions_loss: 376.6005 - logcount_predictions_loss: 0.5662 318/1621 [====>.........................] - ETA: 14:28 - loss: 380.2112 - logits_profile_predictions_loss: 376.5874 - logcount_predictions_loss: 0.5662 319/1621 [====>.........................] - ETA: 14:28 - loss: 380.1974 - logits_profile_predictions_loss: 376.5735 - logcount_predictions_loss: 0.5662 320/1621 [====>.........................] - ETA: 14:27 - loss: 380.1843 - logits_profile_predictions_loss: 376.5604 - logcount_predictions_loss: 0.5662 321/1621 [====>.........................] - ETA: 14:26 - loss: 380.1719 - logits_profile_predictions_loss: 376.5480 - logcount_predictions_loss: 0.5662 322/1621 [====>.........................] - ETA: 14:26 - loss: 380.1597 - logits_profile_predictions_loss: 376.5358 - logcount_predictions_loss: 0.5662 323/1621 [====>.........................] - ETA: 14:25 - loss: 380.1475 - logits_profile_predictions_loss: 376.5236 - logcount_predictions_loss: 0.5662 324/1621 [====>.........................] - ETA: 14:24 - loss: 380.1355 - logits_profile_predictions_loss: 376.5116 - logcount_predictions_loss: 0.5662 325/1621 [=====>........................] - ETA: 14:24 - loss: 380.1243 - logits_profile_predictions_loss: 376.5003 - logcount_predictions_loss: 0.5662 326/1621 [=====>........................] - ETA: 14:21 - loss: 380.1130 - logits_profile_predictions_loss: 376.4890 - logcount_predictions_loss: 0.5662 327/1621 [=====>........................] - ETA: 14:21 - loss: 380.1019 - logits_profile_predictions_loss: 376.4779 - logcount_predictions_loss: 0.5662 328/1621 [=====>........................] - ETA: 14:20 - loss: 380.0915 - logits_profile_predictions_loss: 376.4674 - logcount_predictions_loss: 0.5662 329/1621 [=====>........................] - ETA: 14:20 - loss: 380.0816 - logits_profile_predictions_loss: 376.4575 - logcount_predictions_loss: 0.5663 330/1621 [=====>........................] - ETA: 14:19 - loss: 380.0716 - logits_profile_predictions_loss: 376.4475 - logcount_predictions_loss: 0.5663 331/1621 [=====>........................] - ETA: 14:18 - loss: 380.0608 - logits_profile_predictions_loss: 376.4366 - logcount_predictions_loss: 0.5663 332/1621 [=====>........................] - ETA: 14:18 - loss: 380.0496 - logits_profile_predictions_loss: 376.4254 - logcount_predictions_loss: 0.5663 333/1621 [=====>........................] - ETA: 14:17 - loss: 380.0389 - logits_profile_predictions_loss: 376.4148 - logcount_predictions_loss: 0.5663 334/1621 [=====>........................] - ETA: 14:16 - loss: 380.0282 - logits_profile_predictions_loss: 376.4041 - logcount_predictions_loss: 0.5663 335/1621 [=====>........................] - ETA: 14:16 - loss: 380.0175 - logits_profile_predictions_loss: 376.3933 - logcount_predictions_loss: 0.5663 336/1621 [=====>........................] - ETA: 14:15 - loss: 380.0062 - logits_profile_predictions_loss: 376.3820 - logcount_predictions_loss: 0.5663 337/1621 [=====>........................] - ETA: 14:14 - loss: 379.9958 - logits_profile_predictions_loss: 376.3717 - logcount_predictions_loss: 0.5663 338/1621 [=====>........................] - ETA: 14:14 - loss: 379.9857 - logits_profile_predictions_loss: 376.3615 - logcount_predictions_loss: 0.5663 339/1621 [=====>........................] - ETA: 14:13 - loss: 379.9755 - logits_profile_predictions_loss: 376.3513 - logcount_predictions_loss: 0.5663 340/1621 [=====>........................] - ETA: 14:12 - loss: 379.9648 - logits_profile_predictions_loss: 376.3406 - logcount_predictions_loss: 0.5663 341/1621 [=====>........................] - ETA: 14:12 - loss: 379.9536 - logits_profile_predictions_loss: 376.3294 - logcount_predictions_loss: 0.5663 342/1621 [=====>........................] - ETA: 14:11 - loss: 379.9429 - logits_profile_predictions_loss: 376.3187 - logcount_predictions_loss: 0.5663 343/1621 [=====>........................] - ETA: 14:11 - loss: 379.9319 - logits_profile_predictions_loss: 376.3077 - logcount_predictions_loss: 0.5663 344/1621 [=====>........................] - ETA: 14:10 - loss: 379.9208 - logits_profile_predictions_loss: 376.2966 - logcount_predictions_loss: 0.5663 345/1621 [=====>........................] - ETA: 14:09 - loss: 379.9093 - logits_profile_predictions_loss: 376.2850 - logcount_predictions_loss: 0.5663 346/1621 [=====>........................] - ETA: 14:09 - loss: 379.8980 - logits_profile_predictions_loss: 376.2737 - logcount_predictions_loss: 0.5663 347/1621 [=====>........................] - ETA: 14:08 - loss: 379.8871 - logits_profile_predictions_loss: 376.2628 - logcount_predictions_loss: 0.5663 348/1621 [=====>........................] - ETA: 14:07 - loss: 379.8761 - logits_profile_predictions_loss: 376.2518 - logcount_predictions_loss: 0.5663 349/1621 [=====>........................] - ETA: 14:07 - loss: 379.8650 - logits_profile_predictions_loss: 376.2407 - logcount_predictions_loss: 0.5663 350/1621 [=====>........................] - ETA: 14:06 - loss: 379.8534 - logits_profile_predictions_loss: 376.2291 - logcount_predictions_loss: 0.5663 351/1621 [=====>........................] - ETA: 14:05 - loss: 379.8423 - logits_profile_predictions_loss: 376.2180 - logcount_predictions_loss: 0.5663 352/1621 [=====>........................] - ETA: 14:05 - loss: 379.8314 - logits_profile_predictions_loss: 376.2071 - logcount_predictions_loss: 0.5663 353/1621 [=====>........................] - ETA: 14:04 - loss: 379.8208 - logits_profile_predictions_loss: 376.1965 - logcount_predictions_loss: 0.5663 354/1621 [=====>........................] - ETA: 14:04 - loss: 379.8097 - logits_profile_predictions_loss: 376.1854 - logcount_predictions_loss: 0.5663 355/1621 [=====>........................] - ETA: 14:03 - loss: 379.7984 - logits_profile_predictions_loss: 376.1741 - logcount_predictions_loss: 0.5663 356/1621 [=====>........................] - ETA: 14:02 - loss: 379.7876 - logits_profile_predictions_loss: 376.1634 - logcount_predictions_loss: 0.5663 357/1621 [=====>........................] - ETA: 14:02 - loss: 379.7770 - 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17:27 - loss: 407.0083 - logits_profile_predictions_loss: 403.7881 - logcount_predictions_loss: 0.5032 16/1621 [..............................] - ETA: 17:27 - loss: 406.0472 - logits_profile_predictions_loss: 402.8154 - logcount_predictions_loss: 0.5050 17/1621 [..............................] - ETA: 17:26 - loss: 405.2112 - logits_profile_predictions_loss: 401.9668 - logcount_predictions_loss: 0.5069 18/1621 [..............................] - ETA: 17:26 - loss: 404.5029 - logits_profile_predictions_loss: 401.2493 - logcount_predictions_loss: 0.5084 19/1621 [..............................] - ETA: 17:25 - loss: 403.7608 - logits_profile_predictions_loss: 400.4982 - logcount_predictions_loss: 0.5098 20/1621 [..............................] - ETA: 17:25 - loss: 403.2564 - logits_profile_predictions_loss: 399.9867 - logcount_predictions_loss: 0.5109 21/1621 [..............................] - ETA: 17:24 - loss: 402.8623 - logits_profile_predictions_loss: 399.5840 - 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loss: 401.0654 - logits_profile_predictions_loss: 397.7260 - logcount_predictions_loss: 0.5218 29/1621 [..............................] - ETA: 17:21 - loss: 400.7991 - logits_profile_predictions_loss: 397.4535 - logcount_predictions_loss: 0.5228 30/1621 [..............................] - ETA: 17:21 - loss: 400.5780 - logits_profile_predictions_loss: 397.2266 - logcount_predictions_loss: 0.5236 31/1621 [..............................] - ETA: 17:20 - loss: 400.4233 - logits_profile_predictions_loss: 397.0672 - logcount_predictions_loss: 0.5244 32/1621 [..............................] - ETA: 17:20 - loss: 400.2062 - logits_profile_predictions_loss: 396.8459 - logcount_predictions_loss: 0.5250 33/1621 [..............................] - ETA: 17:19 - loss: 400.0127 - logits_profile_predictions_loss: 396.6484 - logcount_predictions_loss: 0.5257 34/1621 [..............................] - ETA: 17:19 - loss: 399.8138 - logits_profile_predictions_loss: 396.4461 - logcount_predictions_loss: 0.5262 35/1621 [..............................] - ETA: 17:18 - loss: 399.6311 - logits_profile_predictions_loss: 396.2607 - logcount_predictions_loss: 0.5266 36/1621 [..............................] - ETA: 17:18 - loss: 399.4629 - logits_profile_predictions_loss: 396.0901 - logcount_predictions_loss: 0.5270 37/1621 [..............................] - ETA: 17:17 - loss: 399.2725 - logits_profile_predictions_loss: 395.8977 - logcount_predictions_loss: 0.5273 38/1621 [..............................] - ETA: 17:17 - loss: 399.0447 - logits_profile_predictions_loss: 395.6681 - logcount_predictions_loss: 0.5276 39/1621 [..............................] - ETA: 17:16 - loss: 398.8031 - logits_profile_predictions_loss: 395.4251 - logcount_predictions_loss: 0.5278 40/1621 [..............................] - ETA: 17:16 - loss: 398.5693 - logits_profile_predictions_loss: 395.1904 - logcount_predictions_loss: 0.5279 41/1621 [..............................] - ETA: 17:15 - loss: 398.3510 - logits_profile_predictions_loss: 394.9712 - logcount_predictions_loss: 0.5281 42/1621 [..............................] - ETA: 17:15 - loss: 398.1380 - logits_profile_predictions_loss: 394.7571 - logcount_predictions_loss: 0.5283 43/1621 [..............................] - ETA: 17:14 - loss: 397.9565 - logits_profile_predictions_loss: 394.5749 - logcount_predictions_loss: 0.5284 44/1621 [..............................] - ETA: 17:14 - loss: 397.7924 - logits_profile_predictions_loss: 394.4107 - logcount_predictions_loss: 0.5284 45/1621 [..............................] - ETA: 17:13 - loss: 397.5782 - logits_profile_predictions_loss: 394.1968 - logcount_predictions_loss: 0.5283 46/1621 [..............................] - ETA: 17:13 - loss: 397.3541 - logits_profile_predictions_loss: 393.9732 - logcount_predictions_loss: 0.5282 47/1621 [..............................] - ETA: 17:12 - loss: 397.1325 - logits_profile_predictions_loss: 393.7521 - logcount_predictions_loss: 0.5282 48/1621 [..............................] - ETA: 17:12 - loss: 396.8875 - logits_profile_predictions_loss: 393.5072 - logcount_predictions_loss: 0.5282 49/1621 [..............................] - ETA: 17:11 - loss: 396.6335 - logits_profile_predictions_loss: 393.2535 - logcount_predictions_loss: 0.5281 50/1621 [..............................] - ETA: 17:11 - loss: 396.3642 - logits_profile_predictions_loss: 392.9845 - logcount_predictions_loss: 0.5281 51/1621 [..............................] - ETA: 17:10 - loss: 396.1294 - logits_profile_predictions_loss: 392.7502 - logcount_predictions_loss: 0.5280 52/1621 [..............................] - ETA: 17:09 - loss: 395.9051 - logits_profile_predictions_loss: 392.5258 - logcount_predictions_loss: 0.5280 53/1621 [..............................] - ETA: 17:09 - loss: 395.6942 - logits_profile_predictions_loss: 392.3150 - logcount_predictions_loss: 0.5280 54/1621 [..............................] - ETA: 17:08 - loss: 395.4757 - logits_profile_predictions_loss: 392.0966 - logcount_predictions_loss: 0.5280 55/1621 [>.............................] - ETA: 17:08 - loss: 395.2586 - logits_profile_predictions_loss: 391.8799 - logcount_predictions_loss: 0.5279 56/1621 [>.............................] - ETA: 17:07 - loss: 395.0202 - logits_profile_predictions_loss: 391.6418 - logcount_predictions_loss: 0.5279 57/1621 [>.............................] - ETA: 17:07 - loss: 394.7842 - logits_profile_predictions_loss: 391.4063 - logcount_predictions_loss: 0.5278 58/1621 [>.............................] - ETA: 17:06 - loss: 394.5412 - logits_profile_predictions_loss: 391.1636 - logcount_predictions_loss: 0.5277 59/1621 [>.............................] - ETA: 17:06 - loss: 394.3006 - logits_profile_predictions_loss: 390.9235 - logcount_predictions_loss: 0.5277 60/1621 [>.............................] - ETA: 17:05 - loss: 394.0873 - logits_profile_predictions_loss: 390.7110 - logcount_predictions_loss: 0.5276 61/1621 [>.............................] - ETA: 17:04 - loss: 393.8582 - logits_profile_predictions_loss: 390.4826 - logcount_predictions_loss: 0.5274 62/1621 [>.............................] - ETA: 17:04 - loss: 393.6253 - logits_profile_predictions_loss: 390.2506 - logcount_predictions_loss: 0.5273 63/1621 [>.............................] - ETA: 17:03 - loss: 393.3838 - logits_profile_predictions_loss: 390.0101 - logcount_predictions_loss: 0.5271 64/1621 [>.............................] - ETA: 17:03 - loss: 393.1634 - logits_profile_predictions_loss: 389.7904 - logcount_predictions_loss: 0.5270 65/1621 [>.............................] - ETA: 17:02 - loss: 392.9424 - logits_profile_predictions_loss: 389.5703 - logcount_predictions_loss: 0.5269 66/1621 [>.............................] - ETA: 17:02 - loss: 392.7465 - logits_profile_predictions_loss: 389.3747 - logcount_predictions_loss: 0.5268 67/1621 [>.............................] - ETA: 17:01 - loss: 392.5568 - logits_profile_predictions_loss: 389.1853 - logcount_predictions_loss: 0.5268 68/1621 [>.............................] - ETA: 17:00 - loss: 392.3707 - logits_profile_predictions_loss: 388.9994 - logcount_predictions_loss: 0.5268 69/1621 [>.............................] - ETA: 17:00 - loss: 392.2019 - logits_profile_predictions_loss: 388.8309 - logcount_predictions_loss: 0.5267 70/1621 [>.............................] - ETA: 16:59 - loss: 392.0455 - logits_profile_predictions_loss: 388.6744 - logcount_predictions_loss: 0.5267 71/1621 [>.............................] - ETA: 16:59 - loss: 391.8876 - logits_profile_predictions_loss: 388.5165 - logcount_predictions_loss: 0.5267 72/1621 [>.............................] - ETA: 16:58 - loss: 391.7232 - logits_profile_predictions_loss: 388.3522 - logcount_predictions_loss: 0.5267 73/1621 [>.............................] - ETA: 16:58 - loss: 391.5624 - logits_profile_predictions_loss: 388.1911 - logcount_predictions_loss: 0.5268 74/1621 [>.............................] - ETA: 16:57 - loss: 391.4064 - logits_profile_predictions_loss: 388.0351 - logcount_predictions_loss: 0.5268 75/1621 [>.............................] - ETA: 16:56 - loss: 391.2592 - logits_profile_predictions_loss: 387.8877 - logcount_predictions_loss: 0.5268 76/1621 [>.............................] - ETA: 16:56 - loss: 391.1167 - logits_profile_predictions_loss: 387.7447 - logcount_predictions_loss: 0.5269 77/1621 [>.............................] - ETA: 16:55 - loss: 390.9790 - logits_profile_predictions_loss: 387.6066 - logcount_predictions_loss: 0.5269 78/1621 [>.............................] - ETA: 16:55 - loss: 390.8501 - logits_profile_predictions_loss: 387.4771 - logcount_predictions_loss: 0.5270 79/1621 [>.............................] - ETA: 16:54 - loss: 390.7173 - logits_profile_predictions_loss: 387.3437 - logcount_predictions_loss: 0.5271 80/1621 [>.............................] - ETA: 16:54 - loss: 390.5877 - logits_profile_predictions_loss: 387.2130 - logcount_predictions_loss: 0.5273 81/1621 [>.............................] - ETA: 16:53 - loss: 390.4786 - logits_profile_predictions_loss: 387.1029 - logcount_predictions_loss: 0.5274 82/1621 [>.............................] - ETA: 16:52 - loss: 390.3685 - logits_profile_predictions_loss: 386.9921 - logcount_predictions_loss: 0.5276 83/1621 [>.............................] - ETA: 16:52 - loss: 390.2552 - logits_profile_predictions_loss: 386.8781 - logcount_predictions_loss: 0.5277 84/1621 [>.............................] - ETA: 16:51 - loss: 390.1496 - logits_profile_predictions_loss: 386.7717 - logcount_predictions_loss: 0.5278 85/1621 [>.............................] - ETA: 16:51 - loss: 390.0554 - logits_profile_predictions_loss: 386.6767 - logcount_predictions_loss: 0.5279 86/1621 [>.............................] - ETA: 16:50 - loss: 389.9661 - logits_profile_predictions_loss: 386.5866 - logcount_predictions_loss: 0.5281 87/1621 [>.............................] - ETA: 16:50 - loss: 389.8883 - logits_profile_predictions_loss: 386.5080 - logcount_predictions_loss: 0.5282 88/1621 [>.............................] - ETA: 16:49 - loss: 389.8015 - logits_profile_predictions_loss: 386.4204 - logcount_predictions_loss: 0.5283 89/1621 [>.............................] - ETA: 16:48 - loss: 389.7058 - logits_profile_predictions_loss: 386.3238 - logcount_predictions_loss: 0.5284 90/1621 [>.............................] - ETA: 16:48 - loss: 389.6236 - logits_profile_predictions_loss: 386.2410 - logcount_predictions_loss: 0.5285 91/1621 [>.............................] - ETA: 16:47 - loss: 389.5396 - logits_profile_predictions_loss: 386.1562 - logcount_predictions_loss: 0.5287 92/1621 [>.............................] - ETA: 16:47 - loss: 389.4551 - logits_profile_predictions_loss: 386.0709 - logcount_predictions_loss: 0.5288 93/1621 [>.............................] - ETA: 16:46 - loss: 389.3778 - logits_profile_predictions_loss: 385.9925 - logcount_predictions_loss: 0.5290 94/1621 [>.............................] - ETA: 16:46 - loss: 389.2881 - logits_profile_predictions_loss: 385.9019 - logcount_predictions_loss: 0.5291 95/1621 [>.............................] - ETA: 16:45 - loss: 389.1952 - logits_profile_predictions_loss: 385.8083 - logcount_predictions_loss: 0.5292 96/1621 [>.............................] - ETA: 16:44 - loss: 389.0973 - logits_profile_predictions_loss: 385.7099 - logcount_predictions_loss: 0.5293 97/1621 [>.............................] - ETA: 16:44 - loss: 389.0002 - logits_profile_predictions_loss: 385.6123 - logcount_predictions_loss: 0.5294 98/1621 [>.............................] - ETA: 16:43 - loss: 388.9090 - logits_profile_predictions_loss: 385.5205 - logcount_predictions_loss: 0.5295 99/1621 [>.............................] - ETA: 16:43 - loss: 388.8241 - logits_profile_predictions_loss: 385.4350 - logcount_predictions_loss: 0.5295 100/1621 [>.............................] - ETA: 16:42 - loss: 388.7417 - logits_profile_predictions_loss: 385.3521 - logcount_predictions_loss: 0.5296 101/1621 [>.............................] - ETA: 16:42 - loss: 388.6637 - logits_profile_predictions_loss: 385.2735 - logcount_predictions_loss: 0.5297 102/1621 [>.............................] - ETA: 16:41 - loss: 388.5893 - logits_profile_predictions_loss: 385.1987 - logcount_predictions_loss: 0.5298 103/1621 [>.............................] - ETA: 16:40 - loss: 388.5180 - logits_profile_predictions_loss: 385.1270 - logcount_predictions_loss: 0.5298 104/1621 [>.............................] - ETA: 16:40 - loss: 388.4432 - logits_profile_predictions_loss: 385.0517 - logcount_predictions_loss: 0.5299 105/1621 [>.............................] - ETA: 16:39 - loss: 388.3677 - logits_profile_predictions_loss: 384.9756 - logcount_predictions_loss: 0.5300 106/1621 [>.............................] - ETA: 16:39 - loss: 388.2978 - logits_profile_predictions_loss: 384.9048 - logcount_predictions_loss: 0.5301 107/1621 [>.............................] - ETA: 16:38 - loss: 388.2205 - logits_profile_predictions_loss: 384.8268 - logcount_predictions_loss: 0.5303 108/1621 [>.............................] - ETA: 16:37 - loss: 388.1375 - logits_profile_predictions_loss: 384.7431 - logcount_predictions_loss: 0.5304 109/1621 [=>............................] - ETA: 16:37 - loss: 388.0529 - logits_profile_predictions_loss: 384.6580 - logcount_predictions_loss: 0.5304 110/1621 [=>............................] - ETA: 16:36 - loss: 387.9729 - logits_profile_predictions_loss: 384.5774 - logcount_predictions_loss: 0.5305 111/1621 [=>............................] - ETA: 16:36 - loss: 387.8928 - logits_profile_predictions_loss: 384.4969 - logcount_predictions_loss: 0.5306 112/1621 [=>............................] - ETA: 16:35 - loss: 387.8117 - logits_profile_predictions_loss: 384.4152 - logcount_predictions_loss: 0.5307 113/1621 [=>............................] - ETA: 16:34 - loss: 387.7389 - logits_profile_predictions_loss: 384.3418 - logcount_predictions_loss: 0.5308 114/1621 [=>............................] - ETA: 16:34 - loss: 387.6691 - logits_profile_predictions_loss: 384.2713 - logcount_predictions_loss: 0.5309 115/1621 [=>............................] - ETA: 16:33 - loss: 387.5977 - logits_profile_predictions_loss: 384.1992 - logcount_predictions_loss: 0.5310 116/1621 [=>............................] - ETA: 16:33 - loss: 387.5269 - logits_profile_predictions_loss: 384.1278 - logcount_predictions_loss: 0.5311 117/1621 [=>............................] - ETA: 16:32 - loss: 387.4588 - logits_profile_predictions_loss: 384.0590 - logcount_predictions_loss: 0.5312 118/1621 [=>............................] - ETA: 16:31 - loss: 387.3941 - logits_profile_predictions_loss: 383.9937 - logcount_predictions_loss: 0.5313 119/1621 [=>............................] - ETA: 16:31 - loss: 387.3347 - 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[=>............................] - ETA: 16:27 - loss: 386.9610 - logits_profile_predictions_loss: 383.5557 - logcount_predictions_loss: 0.5321 127/1621 [=>............................] - ETA: 16:26 - loss: 386.9089 - logits_profile_predictions_loss: 383.5029 - logcount_predictions_loss: 0.5322 128/1621 [=>............................] - ETA: 16:26 - loss: 386.8591 - logits_profile_predictions_loss: 383.4525 - logcount_predictions_loss: 0.5323 129/1621 [=>............................] - ETA: 16:25 - loss: 386.8068 - logits_profile_predictions_loss: 383.3995 - logcount_predictions_loss: 0.5324 130/1621 [=>............................] - ETA: 16:24 - loss: 386.7534 - logits_profile_predictions_loss: 383.3452 - logcount_predictions_loss: 0.5325 131/1621 [=>............................] - ETA: 16:24 - loss: 386.7002 - logits_profile_predictions_loss: 383.2912 - logcount_predictions_loss: 0.5327 132/1621 [=>............................] - ETA: 16:23 - loss: 386.6490 - 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logits_profile_predictions_loss: 382.5560 - logcount_predictions_loss: 0.5342 146/1621 [=>............................] - ETA: 16:15 - loss: 385.9191 - logits_profile_predictions_loss: 382.4996 - logcount_predictions_loss: 0.5343 147/1621 [=>............................] - ETA: 16:14 - loss: 385.8606 - logits_profile_predictions_loss: 382.4405 - logcount_predictions_loss: 0.5344 148/1621 [=>............................] - ETA: 16:13 - loss: 385.8036 - logits_profile_predictions_loss: 382.3830 - logcount_predictions_loss: 0.5345 149/1621 [=>............................] - ETA: 16:13 - loss: 385.7474 - logits_profile_predictions_loss: 382.3261 - logcount_predictions_loss: 0.5346 150/1621 [=>............................] - ETA: 16:12 - loss: 385.6890 - logits_profile_predictions_loss: 382.2672 - logcount_predictions_loss: 0.5346 151/1621 [=>............................] - ETA: 16:11 - loss: 385.6299 - logits_profile_predictions_loss: 382.2076 - logcount_predictions_loss: 0.5347 152/1621 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[===>..........................] - ETA: 15:06 - loss: 380.6117 - logits_profile_predictions_loss: 377.1519 - logcount_predictions_loss: 0.5406 257/1621 [===>..........................] - ETA: 15:05 - loss: 380.5804 - logits_profile_predictions_loss: 377.1206 - logcount_predictions_loss: 0.5406 258/1621 [===>..........................] - ETA: 15:05 - loss: 380.5490 - logits_profile_predictions_loss: 377.0889 - logcount_predictions_loss: 0.5406 259/1621 [===>..........................] - ETA: 15:04 - loss: 380.5177 - logits_profile_predictions_loss: 377.0575 - logcount_predictions_loss: 0.5407 260/1621 [===>..........................] - ETA: 15:03 - loss: 380.4872 - logits_profile_predictions_loss: 377.0268 - logcount_predictions_loss: 0.5407 261/1621 [===>..........................] - ETA: 15:03 - loss: 380.4561 - logits_profile_predictions_loss: 376.9955 - logcount_predictions_loss: 0.5407 262/1621 [===>..........................] - ETA: 15:02 - loss: 380.4266 - logits_profile_predictions_loss: 376.9658 - logcount_predictions_loss: 0.5407 263/1621 [===>..........................] - ETA: 15:01 - loss: 380.3961 - logits_profile_predictions_loss: 376.9351 - logcount_predictions_loss: 0.5408 264/1621 [===>..........................] - ETA: 15:01 - loss: 380.3652 - logits_profile_predictions_loss: 376.9041 - logcount_predictions_loss: 0.5408 265/1621 [===>..........................] - ETA: 15:00 - loss: 380.3356 - logits_profile_predictions_loss: 376.8743 - logcount_predictions_loss: 0.5408 266/1621 [===>..........................] - ETA: 15:00 - loss: 380.3064 - logits_profile_predictions_loss: 376.8449 - logcount_predictions_loss: 0.5409 267/1621 [===>..........................] - ETA: 14:59 - loss: 380.2773 - logits_profile_predictions_loss: 376.8156 - logcount_predictions_loss: 0.5409 268/1621 [===>..........................] - ETA: 14:58 - loss: 380.2476 - logits_profile_predictions_loss: 376.7857 - logcount_predictions_loss: 0.5409 269/1621 [===>..........................] - ETA: 14:58 - loss: 380.2181 - logits_profile_predictions_loss: 376.7560 - logcount_predictions_loss: 0.5410 270/1621 [===>..........................] - ETA: 14:57 - loss: 380.1887 - logits_profile_predictions_loss: 376.7265 - logcount_predictions_loss: 0.5410 271/1621 [====>.........................] - ETA: 14:56 - loss: 380.1593 - logits_profile_predictions_loss: 376.6969 - logcount_predictions_loss: 0.5410 272/1621 [====>.........................] - ETA: 14:56 - loss: 380.1308 - logits_profile_predictions_loss: 376.6682 - logcount_predictions_loss: 0.5410 273/1621 [====>.........................] - ETA: 14:55 - loss: 380.1016 - logits_profile_predictions_loss: 376.6388 - logcount_predictions_loss: 0.5411 274/1621 [====>.........................] - ETA: 14:54 - loss: 380.0726 - logits_profile_predictions_loss: 376.6098 - logcount_predictions_loss: 0.5411 275/1621 [====>.........................] - ETA: 14:54 - loss: 380.0444 - 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[=====>........................] - ETA: 13:59 - loss: 378.1209 - logits_profile_predictions_loss: 374.6510 - logcount_predictions_loss: 0.5422 361/1621 [=====>........................] - ETA: 13:58 - loss: 378.1051 - logits_profile_predictions_loss: 374.6351 - logcount_predictions_loss: 0.5422 362/1621 [=====>........................] - ETA: 13:58 - loss: 378.0899 - logits_profile_predictions_loss: 374.6198 - logcount_predictions_loss: 0.5422 363/1621 [=====>........................] - ETA: 13:57 - loss: 378.0753 - logits_profile_predictions_loss: 374.6050 - logcount_predictions_loss: 0.5422 364/1621 [=====>........................] - ETA: 13:56 - loss: 378.0609 - logits_profile_predictions_loss: 374.5906 - logcount_predictions_loss: 0.5422 365/1621 [=====>........................] - ETA: 13:56 - loss: 378.0468 - logits_profile_predictions_loss: 374.5763 - logcount_predictions_loss: 0.5423 366/1621 [=====>........................] - ETA: 13:55 - loss: 378.0332 - 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logits_profile_predictions_loss: 369.6304 - logcount_predictions_loss: 0.5450 1537/1621 [===========================>..] - ETA: 56s - loss: 373.1173 - logits_profile_predictions_loss: 369.6293 - logcount_predictions_loss: 0.5450 1538/1621 [===========================>..] - ETA: 55s - loss: 373.1162 - logits_profile_predictions_loss: 369.6281 - logcount_predictions_loss: 0.5450 1539/1621 [===========================>..] - ETA: 54s - loss: 373.1150 - logits_profile_predictions_loss: 369.6270 - logcount_predictions_loss: 0.5450 1540/1621 [===========================>..] - ETA: 54s - loss: 373.1139 - logits_profile_predictions_loss: 369.6258 - logcount_predictions_loss: 0.5450 1541/1621 [===========================>..] - ETA: 53s - loss: 373.1127 - logits_profile_predictions_loss: 369.6247 - logcount_predictions_loss: 0.5450 1542/1621 [===========================>..] - ETA: 52s - loss: 373.1115 - logits_profile_predictions_loss: 369.6235 - logcount_predictions_loss: 0.5450 1543/1621 [===========================>..] - ETA: 52s - loss: 373.1103 - logits_profile_predictions_loss: 369.6223 - logcount_predictions_loss: 0.5450 1544/1621 [===========================>..] - ETA: 51s - loss: 373.1091 - logits_profile_predictions_loss: 369.6211 - logcount_predictions_loss: 0.5450 1545/1621 [===========================>..] - ETA: 50s - loss: 373.1079 - logits_profile_predictions_loss: 369.6199 - logcount_predictions_loss: 0.5450 1546/1621 [===========================>..] - ETA: 50s - loss: 373.1067 - logits_profile_predictions_loss: 369.6187 - logcount_predictions_loss: 0.5450 1547/1621 [===========================>..] - ETA: 49s - loss: 373.1055 - logits_profile_predictions_loss: 369.6175 - logcount_predictions_loss: 0.5450 1548/1621 [===========================>..] - ETA: 48s - loss: 373.1043 - logits_profile_predictions_loss: 369.6163 - logcount_predictions_loss: 0.5450 1549/1621 [===========================>..] - ETA: 48s - loss: 373.1031 - logits_profile_predictions_loss: 369.6151 - logcount_predictions_loss: 0.5450 1550/1621 [===========================>..] - ETA: 47s - loss: 373.1019 - logits_profile_predictions_loss: 369.6139 - logcount_predictions_loss: 0.5450 1551/1621 [===========================>..] - ETA: 46s - loss: 373.1007 - logits_profile_predictions_loss: 369.6127 - logcount_predictions_loss: 0.5450 1552/1621 [===========================>..] - ETA: 46s - loss: 373.0995 - logits_profile_predictions_loss: 369.6114 - logcount_predictions_loss: 0.5450 1553/1621 [===========================>..] - ETA: 45s - loss: 373.0983 - logits_profile_predictions_loss: 369.6102 - logcount_predictions_loss: 0.5450 1554/1621 [===========================>..] - ETA: 44s - loss: 373.0970 - logits_profile_predictions_loss: 369.6090 - logcount_predictions_loss: 0.5450 1555/1621 [===========================>..] - ETA: 44s - loss: 373.0958 - logits_profile_predictions_loss: 369.6078 - logcount_predictions_loss: 0.5450 1556/1621 [===========================>..] - ETA: 43s - loss: 373.0946 - logits_profile_predictions_loss: 369.6066 - logcount_predictions_loss: 0.5450 1557/1621 [===========================>..] - ETA: 42s - loss: 373.0934 - logits_profile_predictions_loss: 369.6054 - logcount_predictions_loss: 0.5450 1558/1621 [===========================>..] - ETA: 42s - loss: 373.0922 - logits_profile_predictions_loss: 369.6041 - logcount_predictions_loss: 0.5450 1559/1621 [===========================>..] - ETA: 41s - loss: 373.0909 - logits_profile_predictions_loss: 369.6029 - logcount_predictions_loss: 0.5450 1560/1621 [===========================>..] - ETA: 40s - loss: 373.0897 - logits_profile_predictions_loss: 369.6016 - logcount_predictions_loss: 0.5450 1561/1621 [===========================>..] - ETA: 40s - loss: 373.0885 - logits_profile_predictions_loss: 369.6004 - logcount_predictions_loss: 0.5450 1562/1621 [===========================>..] - ETA: 39s - loss: 373.0872 - logits_profile_predictions_loss: 369.5992 - logcount_predictions_loss: 0.5450 1563/1621 [===========================>..] - ETA: 38s - loss: 373.0860 - logits_profile_predictions_loss: 369.5979 - logcount_predictions_loss: 0.5450 1564/1621 [===========================>..] - ETA: 38s - loss: 373.0847 - logits_profile_predictions_loss: 369.5967 - logcount_predictions_loss: 0.5450 1565/1621 [===========================>..] - ETA: 37s - loss: 373.0835 - logits_profile_predictions_loss: 369.5955 - logcount_predictions_loss: 0.5450 1566/1621 [===========================>..] - ETA: 36s - loss: 373.0824 - logits_profile_predictions_loss: 369.5943 - logcount_predictions_loss: 0.5450 1567/1621 [============================>.] - ETA: 36s - loss: 373.0812 - logits_profile_predictions_loss: 369.5931 - logcount_predictions_loss: 0.5450 1568/1621 [============================>.] - ETA: 35s - loss: 373.0800 - logits_profile_predictions_loss: 369.5919 - logcount_predictions_loss: 0.5450 1569/1621 [============================>.] - ETA: 34s - loss: 373.0788 - logits_profile_predictions_loss: 369.5907 - logcount_predictions_loss: 0.5450 1570/1621 [============================>.] - ETA: 34s - loss: 373.0776 - logits_profile_predictions_loss: 369.5895 - logcount_predictions_loss: 0.5450 1571/1621 [============================>.] - ETA: 33s - loss: 373.0763 - logits_profile_predictions_loss: 369.5883 - logcount_predictions_loss: 0.5450 1572/1621 [============================>.] - ETA: 32s - loss: 373.0751 - logits_profile_predictions_loss: 369.5871 - logcount_predictions_loss: 0.5450 1573/1621 [============================>.] - ETA: 32s - loss: 373.0739 - logits_profile_predictions_loss: 369.5858 - logcount_predictions_loss: 0.5450 1574/1621 [============================>.] - ETA: 31s - loss: 373.0726 - logits_profile_predictions_loss: 369.5846 - logcount_predictions_loss: 0.5450 1575/1621 [============================>.] - ETA: 30s - loss: 373.0714 - logits_profile_predictions_loss: 369.5833 - logcount_predictions_loss: 0.5450 1576/1621 [============================>.] - ETA: 30s - loss: 373.0701 - logits_profile_predictions_loss: 369.5821 - logcount_predictions_loss: 0.5450 1577/1621 [============================>.] - ETA: 29s - loss: 373.0689 - logits_profile_predictions_loss: 369.5808 - logcount_predictions_loss: 0.5450 1578/1621 [============================>.] - ETA: 28s - loss: 373.0677 - logits_profile_predictions_loss: 369.5796 - logcount_predictions_loss: 0.5450 1579/1621 [============================>.] - ETA: 28s - loss: 373.0664 - logits_profile_predictions_loss: 369.5784 - logcount_predictions_loss: 0.5450 1580/1621 [============================>.] - ETA: 27s - loss: 373.0652 - logits_profile_predictions_loss: 369.5772 - logcount_predictions_loss: 0.5450 1581/1621 [============================>.] - ETA: 26s - loss: 373.0640 - logits_profile_predictions_loss: 369.5760 - logcount_predictions_loss: 0.5450 1582/1621 [============================>.] - ETA: 26s - loss: 373.0628 - logits_profile_predictions_loss: 369.5747 - logcount_predictions_loss: 0.5450 1583/1621 [============================>.] - ETA: 25s - loss: 373.0615 - logits_profile_predictions_loss: 369.5735 - logcount_predictions_loss: 0.5450 1584/1621 [============================>.] - ETA: 24s - loss: 373.0603 - logits_profile_predictions_loss: 369.5723 - logcount_predictions_loss: 0.5450 1585/1621 [============================>.] - ETA: 24s - loss: 373.0591 - logits_profile_predictions_loss: 369.5711 - logcount_predictions_loss: 0.5450 1586/1621 [============================>.] - ETA: 23s - loss: 373.0579 - logits_profile_predictions_loss: 369.5699 - logcount_predictions_loss: 0.5450 1587/1621 [============================>.] - ETA: 22s - loss: 373.0567 - logits_profile_predictions_loss: 369.5686 - logcount_predictions_loss: 0.5450 1588/1621 [============================>.] - ETA: 22s - loss: 373.0555 - logits_profile_predictions_loss: 369.5674 - logcount_predictions_loss: 0.5450 1589/1621 [============================>.] - ETA: 21s - loss: 373.0543 - logits_profile_predictions_loss: 369.5662 - logcount_predictions_loss: 0.5450 1590/1621 [============================>.] - ETA: 20s - loss: 373.0530 - logits_profile_predictions_loss: 369.5650 - logcount_predictions_loss: 0.5450 1591/1621 [============================>.] - ETA: 20s - loss: 373.0518 - logits_profile_predictions_loss: 369.5637 - logcount_predictions_loss: 0.5450 1592/1621 [============================>.] - ETA: 19s - loss: 373.0506 - logits_profile_predictions_loss: 369.5625 - logcount_predictions_loss: 0.5450 1593/1621 [============================>.] - ETA: 18s - loss: 373.0494 - logits_profile_predictions_loss: 369.5613 - logcount_predictions_loss: 0.5450 1594/1621 [============================>.] - ETA: 18s - loss: 373.0481 - logits_profile_predictions_loss: 369.5601 - logcount_predictions_loss: 0.5450 1595/1621 [============================>.] - ETA: 17s - loss: 373.0469 - logits_profile_predictions_loss: 369.5588 - logcount_predictions_loss: 0.5450 1596/1621 [============================>.] - ETA: 16s - loss: 373.0457 - logits_profile_predictions_loss: 369.5576 - logcount_predictions_loss: 0.5450 1597/1621 [============================>.] - ETA: 16s - loss: 373.0445 - logits_profile_predictions_loss: 369.5564 - logcount_predictions_loss: 0.5450 1598/1621 [============================>.] - ETA: 15s - loss: 373.0432 - logits_profile_predictions_loss: 369.5552 - logcount_predictions_loss: 0.5450 1599/1621 [============================>.] - ETA: 14s - loss: 373.0420 - logits_profile_predictions_loss: 369.5539 - logcount_predictions_loss: 0.5450 1600/1621 [============================>.] - ETA: 14s - loss: 373.0408 - logits_profile_predictions_loss: 369.5527 - logcount_predictions_loss: 0.5450 1601/1621 [============================>.] - ETA: 13s - loss: 373.0395 - logits_profile_predictions_loss: 369.5514 - logcount_predictions_loss: 0.5450 1602/1621 [============================>.] - ETA: 12s - loss: 373.0382 - logits_profile_predictions_loss: 369.5502 - logcount_predictions_loss: 0.5450 1603/1621 [============================>.] - ETA: 12s - loss: 373.0369 - logits_profile_predictions_loss: 369.5489 - logcount_predictions_loss: 0.5450 1604/1621 [============================>.] - ETA: 11s - loss: 373.0356 - logits_profile_predictions_loss: 369.5476 - logcount_predictions_loss: 0.5450 1605/1621 [============================>.] - ETA: 10s - loss: 373.0344 - logits_profile_predictions_loss: 369.5463 - logcount_predictions_loss: 0.5450 1606/1621 [============================>.] - ETA: 10s - loss: 373.0331 - logits_profile_predictions_loss: 369.5451 - logcount_predictions_loss: 0.5450 1607/1621 [============================>.] - ETA: 9s - loss: 373.0319 - logits_profile_predictions_loss: 369.5438 - logcount_predictions_loss: 0.5450  1608/1621 [============================>.] - ETA: 8s - loss: 373.0306 - logits_profile_predictions_loss: 369.5426 - logcount_predictions_loss: 0.5450 1609/1621 [============================>.] - ETA: 8s - loss: 373.0294 - logits_profile_predictions_loss: 369.5413 - logcount_predictions_loss: 0.5450 1610/1621 [============================>.] - ETA: 7s - loss: 373.0281 - logits_profile_predictions_loss: 369.5401 - logcount_predictions_loss: 0.5450 1611/1621 [============================>.] - ETA: 6s - loss: 373.0269 - logits_profile_predictions_loss: 369.5388 - logcount_predictions_loss: 0.5450 1612/1621 [============================>.] - ETA: 6s - loss: 373.0257 - logits_profile_predictions_loss: 369.5376 - logcount_predictions_loss: 0.5450 1613/1621 [============================>.] - ETA: 5s - loss: 373.0244 - logits_profile_predictions_loss: 369.5364 - logcount_predictions_loss: 0.5450 1614/1621 [============================>.] - ETA: 4s - loss: 373.0232 - logits_profile_predictions_loss: 369.5351 - logcount_predictions_loss: 0.5450 1615/1621 [============================>.] - ETA: 4s - loss: 373.0219 - logits_profile_predictions_loss: 369.5338 - logcount_predictions_loss: 0.5450 1616/1621 [============================>.] - ETA: 3s - loss: 373.0207 - logits_profile_predictions_loss: 369.5326 - logcount_predictions_loss: 0.5450 1617/1621 [============================>.] - ETA: 2s - loss: 373.0194 - logits_profile_predictions_loss: 369.5314 - logcount_predictions_loss: 0.5450 1618/1621 [============================>.] - ETA: 2s - loss: 373.0182 - logits_profile_predictions_loss: 369.5302 - logcount_predictions_loss: 0.5450 1619/1621 [============================>.] - ETA: 1s - loss: 373.0169 - logits_profile_predictions_loss: 369.5289 - logcount_predictions_loss: 0.5450 1620/1621 [============================>.] - ETA: 0s - loss: 373.0157 - logits_profile_predictions_loss: 369.5277 - logcount_predictions_loss: 0.5450 1621/1621 [==============================] - ETA: 0s - loss: 373.0145 - logits_profile_predictions_loss: 369.5264 - logcount_predictions_loss: 0.5450 1621/1621 [==============================] - 1122s 692ms/step - loss: 373.0133 - logits_profile_predictions_loss: 369.5252 - logcount_predictions_loss: 0.5450 - val_loss: 421.9725 - val_logits_profile_predictions_loss: 417.9566 - val_logcount_predictions_loss: 0.6275 + +Epoch 00015: val_loss did not improve from 414.26617 +Restoring model weights from the end of the best epoch. +Epoch 00015: early stopping +save model +save model without bias +2022-02-19_19-18-37: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR396ZIN.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(27738, 10) +loading nonpeaks... +got split:test for bed regions:(27738, 10) +0/217 +100/217 +200/217 +2022-02-19_19-24-08: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR396ZIN.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(27738, 10) +loading nonpeaks... +got split:test for bed regions:(27738, 10) +0/217 +100/217 +200/217 +2022-02-19_19-29-19: python /scratch/chrombpnet/src/training/predict.py \ + --genome=reference/hg38.genome.fa \ + --bigwig=data/ENCSR396ZIN.bigWig \ + --peaks=chrombppnet_model_encsr283tme_bias//filtered.peaks.bed \ + --nonpeaks=chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + --chr_fold_path=splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=chrombppnet_model_encsr283tme_bias//bias \ + --batch_size=256 \ + --model_h5=chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(27738, 10) +loading nonpeaks... +got split:test for bed regions:(27738, 10) +0/217 +100/217 +200/217 +2022-02-19_19-31-41: mkdir chrombppnet_model_encsr283tme_bias//footprints +2022-02-19_19-31-41: python /scratch/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g reference/hg38.genome.fa \ + -r chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m chrombppnet_model_encsr283tme_bias//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o chrombppnet_model_encsr283tme_bias//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/28 [>.............................] - ETA: 5:20 3/28 [==>...........................] - ETA: 20s  4/28 [===>..........................] - ETA: 26s 5/28 [====>.........................] - ETA: 28s 6/28 [=====>........................] - ETA: 28s 7/28 [======>.......................] - ETA: 28s 8/28 [=======>......................] - ETA: 28s 9/28 [========>.....................] - ETA: 27s 10/28 [=========>....................] - ETA: 26s 11/28 [==========>...................] - ETA: 24s 12/28 [===========>..................] - ETA: 23s 13/28 [============>.................] - ETA: 22s 14/28 [==============>...............] - ETA: 21s 15/28 [===============>..............] - ETA: 19s 16/28 [================>.............] - ETA: 18s 17/28 [=================>............] - ETA: 16s 18/28 [==================>...........] - ETA: 15s 19/28 [===================>..........] - ETA: 13s 20/28 [====================>.........] - ETA: 12s 21/28 [=====================>........] - ETA: 10s 22/28 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[============>.................] - ETA: 24s 14/28 [==============>...............] - ETA: 22s 15/28 [===============>..............] - ETA: 21s 16/28 [================>.............] - ETA: 19s 17/28 [=================>............] - ETA: 17s 18/28 [==================>...........] - ETA: 16s 19/28 [===================>..........] - ETA: 14s 20/28 [====================>.........] - ETA: 13s 21/28 [=====================>........] - ETA: 11s 22/28 [======================>.......] - ETA: 9s  23/28 [=======================>......] - ETA: 8s 24/28 [========================>.....] - ETA: 6s 25/28 [=========================>....] - ETA: 4s 26/28 [==========================>...] - ETA: 3s 27/28 [===========================>..] - ETA: 1s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 45s 2s/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/28 [>.............................] - ETA: 22s 2/28 [=>............................] - ETA: 38s 3/28 [==>...........................] - ETA: 39s 4/28 [===>..........................] - ETA: 38s 5/28 [====>.........................] - ETA: 37s 6/28 [=====>........................] - ETA: 35s 7/28 [======>.......................] - ETA: 34s 8/28 [=======>......................] - ETA: 32s 9/28 [========>.....................] - ETA: 31s 10/28 [=========>....................] - ETA: 29s 11/28 [==========>...................] - ETA: 27s 12/28 [===========>..................] - ETA: 26s 13/28 [============>.................] - ETA: 24s 14/28 [==============>...............] - ETA: 22s 15/28 [===============>..............] - ETA: 21s 16/28 [================>.............] - ETA: 19s 17/28 [=================>............] - ETA: 18s 18/28 [==================>...........] - ETA: 16s 19/28 [===================>..........] - ETA: 14s 20/28 [====================>.........] - ETA: 13s 21/28 [=====================>........] - ETA: 11s 22/28 [======================>.......] - ETA: 9s  23/28 [=======================>......] - ETA: 8s 24/28 [========================>.....] - ETA: 6s 25/28 [=========================>....] - ETA: 4s 26/28 [==========================>...] - ETA: 3s 27/28 [===========================>..] - ETA: 1s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 46s 2s/step + 1/28 [>.............................] - ETA: 11s 2/28 [=>............................] - ETA: 38s 3/28 [==>...........................] - ETA: 39s 4/28 [===>..........................] - ETA: 38s 5/28 [====>.........................] - ETA: 37s 6/28 [=====>........................] - ETA: 35s 7/28 [======>.......................] - ETA: 34s 8/28 [=======>......................] - ETA: 32s 9/28 [========>.....................] - ETA: 31s 10/28 [=========>....................] - ETA: 29s 11/28 [==========>...................] - ETA: 27s 12/28 [===========>..................] - ETA: 26s 13/28 [============>.................] - ETA: 24s 14/28 [==============>...............] - ETA: 23s 15/28 [===============>..............] - ETA: 21s 16/28 [================>.............] - ETA: 19s 17/28 [=================>............] - ETA: 18s 18/28 [==================>...........] - ETA: 16s 19/28 [===================>..........] - ETA: 14s 20/28 [====================>.........] - ETA: 13s 21/28 [=====================>........] - ETA: 11s 22/28 [======================>.......] - ETA: 9s  23/28 [=======================>......] - ETA: 8s 24/28 [========================>.....] - ETA: 6s 25/28 [=========================>....] - ETA: 4s 26/28 [==========================>...] - ETA: 3s 27/28 [===========================>..] - ETA: 1s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 45s 2s/step +Saving marginal footprints +2022-02-19_19-35-07: mkdir chrombppnet_model_encsr283tme_bias//footprints +2022-02-19_19-35-07: python /scratch/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g reference/hg38.genome.fa \ + -r chrombppnet_model_encsr283tme_bias//filtered.nonpeaks.bed \ + -chr chr1 \ + -m chrombppnet_model_encsr283tme_bias//bias_model_scaled.h5 \ + -bs 512 \ + -o chrombppnet_model_encsr283tme_bias//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo dnase_1,dnase_2 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: dnase_1 +TTTACAAGTCCA + 1/28 [>.............................] - ETA: 2:18 3/28 [==>...........................] - ETA: 1s  4/28 [===>..........................] - ETA: 2s 5/28 [====>.........................] - ETA: 2s 6/28 [=====>........................] - ETA: 2s 7/28 [======>.......................] - ETA: 2s 8/28 [=======>......................] - ETA: 2s 9/28 [========>.....................] - ETA: 2s 10/28 [=========>....................] - ETA: 2s 11/28 [==========>...................] - ETA: 2s 12/28 [===========>..................] - ETA: 2s 13/28 [============>.................] - ETA: 1s 14/28 [==============>...............] - ETA: 1s 15/28 [===============>..............] - ETA: 1s 16/28 [================>.............] - ETA: 1s 17/28 [=================>............] - ETA: 1s 18/28 [==================>...........] - ETA: 1s 19/28 [===================>..........] - ETA: 1s 20/28 [====================>.........] - ETA: 1s 21/28 [=====================>........] - ETA: 0s 22/28 [======================>.......] - ETA: 0s 23/28 [=======================>......] - ETA: 0s 24/28 [========================>.....] - ETA: 0s 25/28 [=========================>....] - ETA: 0s 26/28 [==========================>...] - ETA: 0s 27/28 [===========================>..] - ETA: 0s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 9s 144ms/step + 1/28 [>.............................] - ETA: 8s 2/28 [=>............................] - ETA: 3s 3/28 [==>...........................] - ETA: 3s 4/28 [===>..........................] - ETA: 3s 5/28 [====>.........................] - ETA: 3s 6/28 [=====>........................] - ETA: 3s 7/28 [======>.......................] - ETA: 2s 8/28 [=======>......................] - ETA: 2s 9/28 [========>.....................] - ETA: 2s 10/28 [=========>....................] - ETA: 2s 11/28 [==========>...................] - ETA: 2s 12/28 [===========>..................] - ETA: 2s 13/28 [============>.................] - ETA: 2s 14/28 [==============>...............] - ETA: 1s 15/28 [===============>..............] - ETA: 1s 16/28 [================>.............] - ETA: 1s 17/28 [=================>............] - ETA: 1s 18/28 [==================>...........] - ETA: 1s 19/28 [===================>..........] - ETA: 1s 20/28 [====================>.........] - ETA: 1s 21/28 [=====================>........] - ETA: 0s 22/28 [======================>.......] - ETA: 0s 23/28 [=======================>......] - ETA: 0s 24/28 [========================>.....] - ETA: 0s 25/28 [=========================>....] - ETA: 0s 26/28 [==========================>...] - ETA: 0s 27/28 [===========================>..] - ETA: 0s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 4s 143ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/28 [>.............................] - ETA: 9s 2/28 [=>............................] - ETA: 2s 3/28 [==>...........................] - ETA: 3s 4/28 [===>..........................] - ETA: 3s 5/28 [====>.........................] - ETA: 3s 6/28 [=====>........................] - ETA: 2s 7/28 [======>.......................] - ETA: 2s 8/28 [=======>......................] - ETA: 2s 9/28 [========>.....................] - ETA: 2s 10/28 [=========>....................] - ETA: 2s 11/28 [==========>...................] - ETA: 2s 12/28 [===========>..................] - ETA: 2s 13/28 [============>.................] - ETA: 2s 14/28 [==============>...............] - ETA: 1s 15/28 [===============>..............] - ETA: 1s 16/28 [================>.............] - ETA: 1s 17/28 [=================>............] - ETA: 1s 18/28 [==================>...........] - ETA: 1s 19/28 [===================>..........] - ETA: 1s 20/28 [====================>.........] - ETA: 1s 21/28 [=====================>........] - ETA: 0s 22/28 [======================>.......] - ETA: 0s 23/28 [=======================>......] - ETA: 0s 24/28 [========================>.....] - ETA: 0s 25/28 [=========================>....] - ETA: 0s 26/28 [==========================>...] - ETA: 0s 27/28 [===========================>..] - ETA: 0s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 4s 141ms/step + 1/28 [>.............................] - ETA: 9s 2/28 [=>............................] - ETA: 2s 3/28 [==>...........................] - ETA: 3s 4/28 [===>..........................] - ETA: 3s 5/28 [====>.........................] - ETA: 3s 6/28 [=====>........................] - ETA: 2s 7/28 [======>.......................] - ETA: 2s 8/28 [=======>......................] - ETA: 2s 9/28 [========>.....................] - ETA: 2s 10/28 [=========>....................] - ETA: 2s 11/28 [==========>...................] - ETA: 2s 12/28 [===========>..................] - ETA: 2s 13/28 [============>.................] - ETA: 2s 14/28 [==============>...............] - ETA: 1s 15/28 [===============>..............] - ETA: 1s 16/28 [================>.............] - ETA: 1s 17/28 [=================>............] - ETA: 1s 18/28 [==================>...........] - ETA: 1s 19/28 [===================>..........] - ETA: 1s 20/28 [====================>.........] - ETA: 1s 21/28 [=====================>........] - ETA: 0s 22/28 [======================>.......] - ETA: 0s 23/28 [=======================>......] - ETA: 0s 24/28 [========================>.....] - ETA: 0s 25/28 [=========================>....] - ETA: 0s 26/28 [==========================>...] - ETA: 0s 27/28 [===========================>..] - ETA: 0s 28/28 [==============================] - ETA: 0s 28/28 [==============================] - 4s 139ms/step +Saving marginal footprints