2022-10-16_22-04-19: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 157230 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 157230 Number of peaks input: 42770 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 42770 Number of non peaks input: 160524 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 160524 Number of non peaks input: 39475 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 39475 Number of peaks after removing outliers: 155498 Number of nonpeaks after removing outliers: 142199 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4444 [..............................] - ETA: 8:29:49 13/4444 [..............................] - ETA: 20s  24/4444 [..............................] - ETA: 20s 35/4444 [..............................] - ETA: 20s 47/4444 [..............................] - ETA: 20s 59/4444 [..............................] - ETA: 19s 71/4444 [..............................] - ETA: 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ETA: 0s 4304/4444 [============================>.] - ETA: 0s 4316/4444 [============================>.] - ETA: 0s 4328/4444 [============================>.] - ETA: 0s 4339/4444 [============================>.] - ETA: 0s 4351/4444 [============================>.] - ETA: 0s 4363/4444 [============================>.] - ETA: 0s 4375/4444 [============================>.] - ETA: 0s 4387/4444 [============================>.] - ETA: 0s 4399/4444 [============================>.] - ETA: 0s 4411/4444 [============================>.] - ETA: 0s 4423/4444 [============================>.] - ETA: 0s 4435/4444 [============================>.] - ETA: 0s 4444/4444 [==============================] - ETA: 0s 4444/4444 [==============================] - 27s 4ms/step 2022-10-16_22-10-08: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '16.9', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141977, 10) loading nonpeaks... got split:train for bed regions:(130799, 10) loading peaks... got split:valid for bed regions:(13521, 10) loading nonpeaks... got split:valid for bed regions:(11400, 10) Epoch 1/50 1/2441 [..............................] - ETA: 4:06:52 - loss: 644.9921 - logits_profile_predictions_loss: 622.9507 - logcount_predictions_loss: 1.3042 2/2441 [..............................] - ETA: 5:44 - loss: 662.4309 - logits_profile_predictions_loss: 638.7531 - logcount_predictions_loss: 1.4011  3/2441 [..............................] - ETA: 5:41 - loss: 689.5683 - logits_profile_predictions_loss: 664.8477 - logcount_predictions_loss: 1.4628 4/2441 [..............................] - ETA: 5:43 - loss: 707.4434 - logits_profile_predictions_loss: 682.9287 - logcount_predictions_loss: 1.4506 5/2441 [..............................] - ETA: 5:42 - loss: 754.8789 - logits_profile_predictions_loss: 693.7748 - logcount_predictions_loss: 3.6156 6/2441 [..............................] - ETA: 5:41 - loss: 783.4327 - logits_profile_predictions_loss: 702.6375 - logcount_predictions_loss: 4.7808 7/2441 [..............................] - ETA: 5:41 - loss: 798.4886 - logits_profile_predictions_loss: 706.7434 - logcount_predictions_loss: 5.4287 8/2441 [..............................] - ETA: 5:40 - loss: 806.6569 - logits_profile_predictions_loss: 708.6916 - logcount_predictions_loss: 5.7968 9/2441 [..............................] - ETA: 5:40 - loss: 812.1114 - logits_profile_predictions_loss: 710.5703 - logcount_predictions_loss: 6.0084 10/2441 [..............................] - ETA: 5:39 - loss: 814.2935 - logits_profile_predictions_loss: 710.9410 - logcount_predictions_loss: 6.1155 11/2441 [..............................] - ETA: 5:39 - loss: 816.4204 - logits_profile_predictions_loss: 712.1935 - logcount_predictions_loss: 6.1673 12/2441 [..............................] - ETA: 5:39 - loss: 817.2837 - logits_profile_predictions_loss: 712.9119 - logcount_predictions_loss: 6.1759 13/2441 [..............................] - ETA: 5:38 - loss: 816.4258 - logits_profile_predictions_loss: 712.4555 - logcount_predictions_loss: 6.1521 14/2441 [..............................] - ETA: 5:38 - loss: 815.4475 - logits_profile_predictions_loss: 712.1767 - logcount_predictions_loss: 6.1107 15/2441 [..............................] - ETA: 5:38 - loss: 814.6219 - logits_profile_predictions_loss: 712.2071 - logcount_predictions_loss: 6.0601 16/2441 [..............................] - ETA: 5:38 - loss: 813.8397 - logits_profile_predictions_loss: 712.3654 - logcount_predictions_loss: 6.0044 17/2441 [..............................] - ETA: 5:38 - loss: 812.8488 - logits_profile_predictions_loss: 712.4046 - logcount_predictions_loss: 5.9434 18/2441 [..............................] - ETA: 5:38 - loss: 811.7491 - logits_profile_predictions_loss: 712.3848 - logcount_predictions_loss: 5.8795 19/2441 [..............................] - ETA: 5:38 - loss: 810.7879 - logits_profile_predictions_loss: 712.5119 - logcount_predictions_loss: 5.8151 20/2441 [..............................] - ETA: 5:37 - loss: 809.7343 - logits_profile_predictions_loss: 712.5538 - logcount_predictions_loss: 5.7503 21/2441 [..............................] - ETA: 5:37 - loss: 808.6912 - logits_profile_predictions_loss: 712.5996 - logcount_predictions_loss: 5.6859 22/2441 [..............................] - ETA: 5:37 - loss: 807.7396 - logits_profile_predictions_loss: 712.7216 - logcount_predictions_loss: 5.6224 23/2441 [..............................] - ETA: 5:37 - loss: 806.7698 - logits_profile_predictions_loss: 712.8098 - logcount_predictions_loss: 5.5598 24/2441 [..............................] - ETA: 5:37 - loss: 806.1899 - logits_profile_predictions_loss: 713.2426 - logcount_predictions_loss: 5.4998 25/2441 [..............................] - ETA: 5:37 - loss: 805.6089 - logits_profile_predictions_loss: 713.6524 - logcount_predictions_loss: 5.4412 26/2441 [..............................] - ETA: 5:37 - loss: 805.1729 - logits_profile_predictions_loss: 714.1748 - logcount_predictions_loss: 5.3845 27/2441 [..............................] - ETA: 5:37 - loss: 804.6690 - logits_profile_predictions_loss: 714.6073 - logcount_predictions_loss: 5.3291 28/2441 [..............................] - ETA: 5:36 - loss: 804.2997 - logits_profile_predictions_loss: 715.1319 - logcount_predictions_loss: 5.2762 29/2441 [..............................] - ETA: 5:36 - loss: 803.9185 - logits_profile_predictions_loss: 715.6225 - logcount_predictions_loss: 5.2246 30/2441 [..............................] - ETA: 5:36 - loss: 803.5792 - logits_profile_predictions_loss: 716.1295 - logcount_predictions_loss: 5.1745 31/2441 [..............................] - ETA: 5:36 - loss: 803.1171 - logits_profile_predictions_loss: 716.4963 - logcount_predictions_loss: 5.1255 32/2441 [..............................] - ETA: 5:36 - loss: 802.7156 - logits_profile_predictions_loss: 716.8936 - logcount_predictions_loss: 5.0782 33/2441 [..............................] - ETA: 5:36 - loss: 802.3004 - logits_profile_predictions_loss: 717.2550 - logcount_predictions_loss: 5.0323 34/2441 [..............................] - ETA: 5:35 - loss: 801.7876 - logits_profile_predictions_loss: 717.5045 - logcount_predictions_loss: 4.9872 35/2441 [..............................] - ETA: 5:35 - loss: 801.2302 - logits_profile_predictions_loss: 717.6934 - logcount_predictions_loss: 4.9430 36/2441 [..............................] - ETA: 5:35 - loss: 800.5423 - logits_profile_predictions_loss: 717.7420 - logcount_predictions_loss: 4.8994 37/2441 [..............................] - ETA: 5:35 - loss: 799.8618 - logits_profile_predictions_loss: 717.7757 - logcount_predictions_loss: 4.8572 38/2441 [..............................] - ETA: 5:35 - loss: 799.3461 - logits_profile_predictions_loss: 717.9407 - logcount_predictions_loss: 4.8169 39/2441 [..............................] - ETA: 5:35 - loss: 798.8767 - logits_profile_predictions_loss: 718.1319 - logcount_predictions_loss: 4.7778 40/2441 [..............................] - ETA: 5:34 - loss: 798.3735 - logits_profile_predictions_loss: 718.2706 - logcount_predictions_loss: 4.7398 41/2441 [..............................] - ETA: 5:34 - loss: 797.8872 - logits_profile_predictions_loss: 718.4058 - logcount_predictions_loss: 4.7030 42/2441 [..............................] - ETA: 5:34 - loss: 797.4148 - logits_profile_predictions_loss: 718.5356 - logcount_predictions_loss: 4.6674 43/2441 [..............................] - ETA: 5:34 - loss: 796.9510 - logits_profile_predictions_loss: 718.6585 - logcount_predictions_loss: 4.6327 44/2441 [..............................] - ETA: 5:34 - loss: 796.4774 - logits_profile_predictions_loss: 718.7574 - logcount_predictions_loss: 4.5988 45/2441 [..............................] - ETA: 5:34 - loss: 796.0002 - logits_profile_predictions_loss: 718.8392 - logcount_predictions_loss: 4.5657 46/2441 [..............................] - ETA: 5:33 - loss: 795.4955 - logits_profile_predictions_loss: 718.8818 - logcount_predictions_loss: 4.5334 47/2441 [..............................] - ETA: 5:33 - loss: 794.9870 - logits_profile_predictions_loss: 718.9044 - logcount_predictions_loss: 4.5019 48/2441 [..............................] - ETA: 5:33 - loss: 794.4641 - logits_profile_predictions_loss: 718.9001 - logcount_predictions_loss: 4.4712 49/2441 [..............................] - ETA: 5:33 - loss: 793.9921 - logits_profile_predictions_loss: 718.9308 - logcount_predictions_loss: 4.4415 50/2441 [..............................] - ETA: 5:33 - loss: 793.5284 - logits_profile_predictions_loss: 718.9562 - logcount_predictions_loss: 4.4126 51/2441 [..............................] - ETA: 5:33 - loss: 793.0797 - logits_profile_predictions_loss: 718.9846 - logcount_predictions_loss: 4.3843 52/2441 [..............................] - ETA: 5:32 - loss: 792.6239 - logits_profile_predictions_loss: 718.9950 - logcount_predictions_loss: 4.3567 53/2441 [..............................] - ETA: 5:32 - loss: 792.1869 - logits_profile_predictions_loss: 719.0118 - logcount_predictions_loss: 4.3299 54/2441 [..............................] - ETA: 5:32 - loss: 791.7385 - logits_profile_predictions_loss: 719.0067 - logcount_predictions_loss: 4.3037 55/2441 [..............................] - ETA: 5:32 - loss: 791.3079 - logits_profile_predictions_loss: 719.0083 - logcount_predictions_loss: 4.2781 56/2441 [..............................] - ETA: 5:32 - loss: 790.9033 - logits_profile_predictions_loss: 719.0237 - logcount_predictions_loss: 4.2532 57/2441 [..............................] - ETA: 5:32 - loss: 790.5066 - logits_profile_predictions_loss: 719.0367 - logcount_predictions_loss: 4.2290 58/2441 [..............................] - ETA: 5:31 - loss: 790.1167 - logits_profile_predictions_loss: 719.0469 - logcount_predictions_loss: 4.2053 59/2441 [..............................] - ETA: 5:31 - loss: 789.7296 - logits_profile_predictions_loss: 719.0512 - logcount_predictions_loss: 4.1822 60/2441 [..............................] - ETA: 5:31 - loss: 789.3393 - logits_profile_predictions_loss: 719.0439 - logcount_predictions_loss: 4.1595 61/2441 [..............................] - ETA: 5:31 - loss: 788.9602 - logits_profile_predictions_loss: 719.0389 - logcount_predictions_loss: 4.1374 62/2441 [..............................] - ETA: 5:31 - loss: 788.5570 - logits_profile_predictions_loss: 719.0022 - logcount_predictions_loss: 4.1157 63/2441 [..............................] - ETA: 5:31 - loss: 788.1621 - logits_profile_predictions_loss: 718.9654 - logcount_predictions_loss: 4.0945 64/2441 [..............................] - ETA: 5:31 - loss: 787.7796 - logits_profile_predictions_loss: 718.9331 - logcount_predictions_loss: 4.0738 65/2441 [..............................] - ETA: 5:30 - loss: 787.4006 - logits_profile_predictions_loss: 718.8972 - logcount_predictions_loss: 4.0535 66/2441 [..............................] - ETA: 5:30 - loss: 787.0181 - logits_profile_predictions_loss: 718.8513 - logcount_predictions_loss: 4.0335 67/2441 [..............................] - ETA: 5:30 - loss: 786.6183 - logits_profile_predictions_loss: 718.7827 - logcount_predictions_loss: 4.0139 68/2441 [..............................] - ETA: 5:30 - loss: 786.2378 - logits_profile_predictions_loss: 718.7252 - logcount_predictions_loss: 3.9948 69/2441 [..............................] - ETA: 5:30 - loss: 785.8555 - logits_profile_predictions_loss: 718.6597 - logcount_predictions_loss: 3.9761 70/2441 [..............................] - ETA: 5:30 - loss: 785.4670 - logits_profile_predictions_loss: 718.5832 - logcount_predictions_loss: 3.9576 71/2441 [..............................] - ETA: 5:29 - loss: 785.0570 - logits_profile_predictions_loss: 718.4815 - logcount_predictions_loss: 3.9394 72/2441 [..............................] - ETA: 5:29 - loss: 784.6547 - logits_profile_predictions_loss: 718.3811 - logcount_predictions_loss: 3.9215 73/2441 [..............................] - ETA: 5:29 - loss: 784.2353 - logits_profile_predictions_loss: 718.2596 - logcount_predictions_loss: 3.9039 74/2441 [..............................] - ETA: 5:29 - loss: 783.8268 - logits_profile_predictions_loss: 718.1433 - logcount_predictions_loss: 3.8866 75/2441 [..............................] - ETA: 5:29 - loss: 783.4345 - logits_profile_predictions_loss: 718.0366 - logcount_predictions_loss: 3.8697 76/2441 [..............................] - ETA: 5:29 - loss: 783.0494 - logits_profile_predictions_loss: 717.9317 - logcount_predictions_loss: 3.8531 77/2441 [..............................] - ETA: 5:29 - loss: 782.6866 - logits_profile_predictions_loss: 717.8425 - logcount_predictions_loss: 3.8369 78/2441 [..............................] - ETA: 5:28 - loss: 782.3489 - logits_profile_predictions_loss: 717.7724 - logcount_predictions_loss: 3.8211 79/2441 [..............................] - ETA: 5:28 - loss: 782.0081 - logits_profile_predictions_loss: 717.6946 - logcount_predictions_loss: 3.8055 80/2441 [..............................] - ETA: 5:28 - loss: 781.6608 - logits_profile_predictions_loss: 717.6063 - logcount_predictions_loss: 3.7902 81/2441 [..............................] - ETA: 5:28 - loss: 781.3214 - logits_profile_predictions_loss: 717.5207 - logcount_predictions_loss: 3.7752 82/2441 [>.............................] - ETA: 5:28 - loss: 780.9764 - logits_profile_predictions_loss: 717.4262 - logcount_predictions_loss: 3.7604 83/2441 [>.............................] - ETA: 5:28 - loss: 780.6465 - logits_profile_predictions_loss: 717.3419 - logcount_predictions_loss: 3.7458 84/2441 [>.............................] - ETA: 5:28 - loss: 780.3378 - logits_profile_predictions_loss: 717.2730 - logcount_predictions_loss: 3.7316 85/2441 [>.............................] - ETA: 5:27 - loss: 780.0310 - logits_profile_predictions_loss: 717.2025 - logcount_predictions_loss: 3.7177 86/2441 [>.............................] - ETA: 5:27 - loss: 779.7327 - logits_profile_predictions_loss: 717.1358 - logcount_predictions_loss: 3.7040 87/2441 [>.............................] - ETA: 5:27 - loss: 779.4437 - logits_profile_predictions_loss: 717.0739 - logcount_predictions_loss: 3.6905 88/2441 [>.............................] - ETA: 5:27 - loss: 779.1643 - logits_profile_predictions_loss: 717.0175 - logcount_predictions_loss: 3.6773 89/2441 [>.............................] - ETA: 5:27 - loss: 778.8782 - logits_profile_predictions_loss: 716.9523 - logcount_predictions_loss: 3.6643 90/2441 [>.............................] - ETA: 5:27 - loss: 778.5949 - logits_profile_predictions_loss: 716.8864 - logcount_predictions_loss: 3.6514 91/2441 [>.............................] - ETA: 5:27 - loss: 778.3104 - logits_profile_predictions_loss: 716.8159 - logcount_predictions_loss: 3.6387 92/2441 [>.............................] - ETA: 5:26 - loss: 778.0307 - logits_profile_predictions_loss: 716.7462 - logcount_predictions_loss: 3.6263 93/2441 [>.............................] - ETA: 5:26 - loss: 777.7705 - logits_profile_predictions_loss: 716.6912 - logcount_predictions_loss: 3.6142 94/2441 [>.............................] - ETA: 5:26 - loss: 777.5014 - logits_profile_predictions_loss: 716.6253 - logcount_predictions_loss: 3.6021 95/2441 [>.............................] - ETA: 5:26 - loss: 777.2227 - logits_profile_predictions_loss: 716.5474 - logcount_predictions_loss: 3.5903 96/2441 [>.............................] - ETA: 5:26 - loss: 776.9478 - logits_profile_predictions_loss: 716.4706 - logcount_predictions_loss: 3.5785 97/2441 [>.............................] - ETA: 5:26 - loss: 776.6774 - logits_profile_predictions_loss: 716.3954 - logcount_predictions_loss: 3.5670 98/2441 [>.............................] - ETA: 5:26 - loss: 776.4096 - logits_profile_predictions_loss: 716.3196 - logcount_predictions_loss: 3.5556 99/2441 [>.............................] - ETA: 5:25 - loss: 776.1406 - logits_profile_predictions_loss: 716.2397 - logcount_predictions_loss: 3.5444 100/2441 [>.............................] - ETA: 5:25 - loss: 775.8708 - logits_profile_predictions_loss: 716.1565 - logcount_predictions_loss: 3.5334 101/2441 [>.............................] - ETA: 5:25 - loss: 775.6296 - logits_profile_predictions_loss: 716.0974 - logcount_predictions_loss: 3.5226 102/2441 [>.............................] - ETA: 5:25 - loss: 775.3815 - logits_profile_predictions_loss: 716.0290 - logcount_predictions_loss: 3.5120 103/2441 [>.............................] - ETA: 5:25 - loss: 775.1630 - logits_profile_predictions_loss: 715.9860 - logcount_predictions_loss: 3.5016 104/2441 [>.............................] - ETA: 5:25 - loss: 774.9668 - logits_profile_predictions_loss: 715.9610 - logcount_predictions_loss: 3.4915 105/2441 [>.............................] - ETA: 5:25 - loss: 774.7647 - logits_profile_predictions_loss: 715.9283 - logcount_predictions_loss: 3.4815 106/2441 [>.............................] - ETA: 5:25 - loss: 774.5609 - logits_profile_predictions_loss: 715.8916 - logcount_predictions_loss: 3.4716 107/2441 [>.............................] - ETA: 5:24 - loss: 774.3534 - logits_profile_predictions_loss: 715.8494 - logcount_predictions_loss: 3.4618 108/2441 [>.............................] - ETA: 5:24 - loss: 774.1358 - logits_profile_predictions_loss: 715.7956 - logcount_predictions_loss: 3.4521 109/2441 [>.............................] - ETA: 5:24 - loss: 773.9224 - logits_profile_predictions_loss: 715.7436 - logcount_predictions_loss: 3.4425 110/2441 [>.............................] - ETA: 5:24 - loss: 773.6963 - logits_profile_predictions_loss: 715.6780 - logcount_predictions_loss: 3.4330 111/2441 [>.............................] - ETA: 5:24 - loss: 773.4657 - logits_profile_predictions_loss: 715.6065 - logcount_predictions_loss: 3.4236 112/2441 [>.............................] - ETA: 5:24 - loss: 773.2342 - logits_profile_predictions_loss: 715.5316 - logcount_predictions_loss: 3.4144 113/2441 [>.............................] - ETA: 5:24 - loss: 773.0074 - logits_profile_predictions_loss: 715.4592 - logcount_predictions_loss: 3.4052 114/2441 [>.............................] - ETA: 5:24 - loss: 772.7788 - logits_profile_predictions_loss: 715.3832 - logcount_predictions_loss: 3.3962 115/2441 [>.............................] - ETA: 5:23 - loss: 772.5618 - logits_profile_predictions_loss: 715.3160 - logcount_predictions_loss: 3.3873 116/2441 [>.............................] - ETA: 5:23 - loss: 772.3425 - logits_profile_predictions_loss: 715.2449 - logcount_predictions_loss: 3.3786 117/2441 [>.............................] - ETA: 5:23 - loss: 772.1132 - logits_profile_predictions_loss: 715.1629 - logcount_predictions_loss: 3.3698 118/2441 [>.............................] - ETA: 5:23 - loss: 771.9002 - logits_profile_predictions_loss: 715.0944 - logcount_predictions_loss: 3.3613 119/2441 [>.............................] - ETA: 5:23 - loss: 771.6862 - logits_profile_predictions_loss: 715.0229 - logcount_predictions_loss: 3.3529 120/2441 [>.............................] - ETA: 5:23 - loss: 771.4743 - logits_profile_predictions_loss: 714.9519 - logcount_predictions_loss: 3.3445 121/2441 [>.............................] - ETA: 5:23 - loss: 771.2688 - logits_profile_predictions_loss: 714.8849 - logcount_predictions_loss: 3.3363 122/2441 [>.............................] - ETA: 5:23 - loss: 771.0646 - logits_profile_predictions_loss: 714.8176 - logcount_predictions_loss: 3.3282 123/2441 [>.............................] - ETA: 5:22 - loss: 770.8603 - logits_profile_predictions_loss: 714.7486 - logcount_predictions_loss: 3.3202 124/2441 [>.............................] - ETA: 5:22 - loss: 770.6639 - logits_profile_predictions_loss: 714.6853 - logcount_predictions_loss: 3.3123 125/2441 [>.............................] - ETA: 5:22 - loss: 770.4597 - logits_profile_predictions_loss: 714.6132 - logcount_predictions_loss: 3.3045 126/2441 [>.............................] - ETA: 5:22 - loss: 770.2596 - logits_profile_predictions_loss: 714.5435 - logcount_predictions_loss: 3.2968 127/2441 [>.............................] - ETA: 5:22 - loss: 770.0531 - logits_profile_predictions_loss: 714.4668 - logcount_predictions_loss: 3.2891 128/2441 [>.............................] - ETA: 5:22 - loss: 769.8406 - logits_profile_predictions_loss: 714.3830 - logcount_predictions_loss: 3.2815 129/2441 [>.............................] - ETA: 5:22 - loss: 769.6347 - logits_profile_predictions_loss: 714.3040 - logcount_predictions_loss: 3.2740 130/2441 [>.............................] - ETA: 5:21 - loss: 769.4265 - logits_profile_predictions_loss: 714.2214 - logcount_predictions_loss: 3.2666 131/2441 [>.............................] - ETA: 5:21 - loss: 769.2198 - logits_profile_predictions_loss: 714.1390 - logcount_predictions_loss: 3.2592 132/2441 [>.............................] - ETA: 5:21 - loss: 769.0169 - logits_profile_predictions_loss: 714.0589 - logcount_predictions_loss: 3.2520 133/2441 [>.............................] - ETA: 5:21 - loss: 768.8115 - logits_profile_predictions_loss: 713.9753 - logcount_predictions_loss: 3.2447 134/2441 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[============================>.] - ETA: 0s - loss: 696.9238 - logits_profile_predictions_loss: 673.8432 - logcount_predictions_loss: 1.3657 2437/2441 [============================>.] - ETA: 0s - loss: 696.9126 - logits_profile_predictions_loss: 673.8364 - logcount_predictions_loss: 1.3655 2438/2441 [============================>.] - ETA: 0s - loss: 696.9015 - logits_profile_predictions_loss: 673.8296 - logcount_predictions_loss: 1.3652 2439/2441 [============================>.] - ETA: 0s - loss: 696.8903 - logits_profile_predictions_loss: 673.8228 - logcount_predictions_loss: 1.3649 2440/2441 [============================>.] - ETA: 0s - loss: 696.8792 - logits_profile_predictions_loss: 673.8159 - logcount_predictions_loss: 1.3647 2441/2441 [==============================] - ETA: 0s - loss: 696.8680 - logits_profile_predictions_loss: 673.8091 - logcount_predictions_loss: 1.3644 2441/2441 [==============================] - 362s 146ms/step - loss: 696.8568 - 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[..............................] - ETA: 5:33 - loss: 656.9628 - logits_profile_predictions_loss: 651.1229 - logcount_predictions_loss: 0.3456 39/2441 [..............................] - ETA: 5:33 - loss: 656.7121 - logits_profile_predictions_loss: 650.8716 - logcount_predictions_loss: 0.3456 40/2441 [..............................] - ETA: 5:33 - loss: 656.4802 - logits_profile_predictions_loss: 650.6397 - logcount_predictions_loss: 0.3456 41/2441 [..............................] - ETA: 5:33 - loss: 656.2457 - logits_profile_predictions_loss: 650.4072 - logcount_predictions_loss: 0.3455 42/2441 [..............................] - ETA: 5:32 - loss: 656.0025 - logits_profile_predictions_loss: 650.1669 - logcount_predictions_loss: 0.3453 43/2441 [..............................] - ETA: 5:32 - loss: 655.7851 - logits_profile_predictions_loss: 649.9523 - logcount_predictions_loss: 0.3451 44/2441 [..............................] - ETA: 5:32 - loss: 655.5785 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:24 - loss: 648.6842 - logits_profile_predictions_loss: 643.0296 - logcount_predictions_loss: 0.3346 105/2441 [>.............................] - ETA: 5:24 - loss: 648.5922 - logits_profile_predictions_loss: 642.9396 - logcount_predictions_loss: 0.3345 106/2441 [>.............................] - ETA: 5:24 - loss: 648.5055 - logits_profile_predictions_loss: 642.8549 - logcount_predictions_loss: 0.3344 107/2441 [>.............................] - ETA: 5:24 - loss: 648.4164 - logits_profile_predictions_loss: 642.7679 - logcount_predictions_loss: 0.3342 108/2441 [>.............................] - ETA: 5:24 - loss: 648.3254 - logits_profile_predictions_loss: 642.6792 - logcount_predictions_loss: 0.3341 109/2441 [>.............................] - ETA: 5:24 - loss: 648.2378 - logits_profile_predictions_loss: 642.5940 - logcount_predictions_loss: 0.3339 110/2441 [>.............................] - ETA: 5:24 - loss: 648.1572 - 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[=====>........................] - ETA: 4:29 - loss: 645.4450 - logits_profile_predictions_loss: 639.9977 - logcount_predictions_loss: 0.3223 508/2441 [=====>........................] - ETA: 4:29 - loss: 645.4467 - logits_profile_predictions_loss: 639.9995 - logcount_predictions_loss: 0.3223 509/2441 [=====>........................] - ETA: 4:29 - loss: 645.4489 - logits_profile_predictions_loss: 640.0018 - logcount_predictions_loss: 0.3223 510/2441 [=====>........................] - ETA: 4:28 - loss: 645.4509 - logits_profile_predictions_loss: 640.0040 - logcount_predictions_loss: 0.3223 511/2441 [=====>........................] - ETA: 4:28 - loss: 645.4528 - logits_profile_predictions_loss: 640.0060 - logcount_predictions_loss: 0.3223 512/2441 [=====>........................] - ETA: 4:28 - loss: 645.4547 - logits_profile_predictions_loss: 640.0081 - logcount_predictions_loss: 0.3223 513/2441 [=====>........................] - ETA: 4:28 - loss: 645.4568 - 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[..............................] - ETA: 5:31 - loss: 626.7657 - logits_profile_predictions_loss: 621.9924 - logcount_predictions_loss: 0.2824 56/2441 [..............................] - ETA: 5:31 - loss: 627.0424 - logits_profile_predictions_loss: 622.2703 - logcount_predictions_loss: 0.2824 57/2441 [..............................] - ETA: 5:31 - loss: 627.2957 - logits_profile_predictions_loss: 622.5254 - logcount_predictions_loss: 0.2823 58/2441 [..............................] - ETA: 5:31 - loss: 627.5407 - logits_profile_predictions_loss: 622.7716 - logcount_predictions_loss: 0.2822 59/2441 [..............................] - ETA: 5:31 - loss: 627.7931 - logits_profile_predictions_loss: 623.0247 - logcount_predictions_loss: 0.2822 60/2441 [..............................] - ETA: 5:31 - loss: 628.0402 - logits_profile_predictions_loss: 623.2722 - logcount_predictions_loss: 0.2821 61/2441 [..............................] - ETA: 5:31 - loss: 628.2841 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:26 - loss: 632.4807 - logits_profile_predictions_loss: 627.7189 - logcount_predictions_loss: 0.2818 89/2441 [>.............................] - ETA: 5:26 - loss: 632.5748 - logits_profile_predictions_loss: 627.8127 - logcount_predictions_loss: 0.2818 90/2441 [>.............................] - ETA: 5:26 - loss: 632.6676 - logits_profile_predictions_loss: 627.9052 - logcount_predictions_loss: 0.2818 91/2441 [>.............................] - ETA: 5:26 - loss: 632.7545 - logits_profile_predictions_loss: 627.9918 - logcount_predictions_loss: 0.2818 92/2441 [>.............................] - ETA: 5:26 - loss: 632.8359 - logits_profile_predictions_loss: 628.0730 - logcount_predictions_loss: 0.2818 93/2441 [>.............................] - ETA: 5:26 - loss: 632.9176 - logits_profile_predictions_loss: 628.1543 - logcount_predictions_loss: 0.2819 94/2441 [>.............................] - ETA: 5:26 - loss: 633.0006 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:22 - loss: 634.9223 - logits_profile_predictions_loss: 630.1326 - logcount_predictions_loss: 0.2834 122/2441 [>.............................] - ETA: 5:22 - loss: 634.9824 - logits_profile_predictions_loss: 630.1915 - logcount_predictions_loss: 0.2835 123/2441 [>.............................] - ETA: 5:22 - loss: 635.0385 - logits_profile_predictions_loss: 630.2465 - logcount_predictions_loss: 0.2836 124/2441 [>.............................] - ETA: 5:22 - loss: 635.1012 - logits_profile_predictions_loss: 630.3081 - logcount_predictions_loss: 0.2836 125/2441 [>.............................] - ETA: 5:22 - loss: 635.1640 - logits_profile_predictions_loss: 630.3698 - logcount_predictions_loss: 0.2837 126/2441 [>.............................] - ETA: 5:21 - loss: 635.2198 - logits_profile_predictions_loss: 630.4243 - logcount_predictions_loss: 0.2838 127/2441 [>.............................] - ETA: 5:21 - loss: 635.2735 - 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[>.............................] - ETA: 5:17 - loss: 637.1023 - logits_profile_predictions_loss: 632.2802 - logcount_predictions_loss: 0.2853 161/2441 [>.............................] - ETA: 5:17 - loss: 637.1602 - logits_profile_predictions_loss: 632.3377 - logcount_predictions_loss: 0.2854 162/2441 [>.............................] - ETA: 5:17 - loss: 637.2158 - logits_profile_predictions_loss: 632.3929 - logcount_predictions_loss: 0.2854 163/2441 [=>............................] - ETA: 5:16 - loss: 637.2689 - logits_profile_predictions_loss: 632.4458 - logcount_predictions_loss: 0.2854 164/2441 [=>............................] - ETA: 5:16 - loss: 637.3203 - logits_profile_predictions_loss: 632.4967 - logcount_predictions_loss: 0.2854 165/2441 [=>............................] - ETA: 5:16 - loss: 637.3739 - logits_profile_predictions_loss: 632.5500 - logcount_predictions_loss: 0.2854 166/2441 [=>............................] - ETA: 5:16 - loss: 637.4243 - 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[=>............................] - ETA: 5:10 - loss: 639.0128 - logits_profile_predictions_loss: 634.1831 - logcount_predictions_loss: 0.2858 213/2441 [=>............................] - ETA: 5:09 - loss: 639.0312 - logits_profile_predictions_loss: 634.2014 - logcount_predictions_loss: 0.2858 214/2441 [=>............................] - ETA: 5:09 - loss: 639.0506 - logits_profile_predictions_loss: 634.2207 - logcount_predictions_loss: 0.2858 215/2441 [=>............................] - ETA: 5:09 - loss: 639.0702 - logits_profile_predictions_loss: 634.2403 - logcount_predictions_loss: 0.2858 216/2441 [=>............................] - ETA: 5:09 - loss: 639.0901 - logits_profile_predictions_loss: 634.2601 - logcount_predictions_loss: 0.2858 217/2441 [=>............................] - ETA: 5:09 - loss: 639.1118 - logits_profile_predictions_loss: 634.2818 - logcount_predictions_loss: 0.2858 218/2441 [=>............................] - ETA: 5:09 - loss: 639.1340 - 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logits_profile_predictions_loss: 632.1133 - logcount_predictions_loss: 0.2771 151/2441 [>.............................] - ETA: 5:18 - loss: 636.7755 - logits_profile_predictions_loss: 632.0926 - logcount_predictions_loss: 0.2771 152/2441 [>.............................] - ETA: 5:18 - loss: 636.7562 - logits_profile_predictions_loss: 632.0733 - logcount_predictions_loss: 0.2771 153/2441 [>.............................] - ETA: 5:18 - loss: 636.7390 - logits_profile_predictions_loss: 632.0559 - logcount_predictions_loss: 0.2771 154/2441 [>.............................] - ETA: 5:18 - loss: 636.7234 - logits_profile_predictions_loss: 632.0402 - logcount_predictions_loss: 0.2771 155/2441 [>.............................] - ETA: 5:18 - loss: 636.7113 - logits_profile_predictions_loss: 632.0281 - logcount_predictions_loss: 0.2771 156/2441 [>.............................] - ETA: 5:17 - loss: 636.7001 - logits_profile_predictions_loss: 632.0168 - logcount_predictions_loss: 0.2771 157/2441 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logits_profile_predictions_loss: 631.9505 - logcount_predictions_loss: 0.2771 164/2441 [=>............................] - ETA: 5:16 - loss: 636.6222 - logits_profile_predictions_loss: 631.9391 - logcount_predictions_loss: 0.2771 165/2441 [=>............................] - ETA: 5:16 - loss: 636.6112 - logits_profile_predictions_loss: 631.9281 - logcount_predictions_loss: 0.2771 166/2441 [=>............................] - ETA: 5:16 - loss: 636.5969 - logits_profile_predictions_loss: 631.9139 - logcount_predictions_loss: 0.2771 167/2441 [=>............................] - ETA: 5:16 - loss: 636.5850 - logits_profile_predictions_loss: 631.9021 - logcount_predictions_loss: 0.2771 168/2441 [=>............................] - ETA: 5:16 - loss: 636.5742 - logits_profile_predictions_loss: 631.8915 - logcount_predictions_loss: 0.2771 169/2441 [=>............................] - ETA: 5:16 - loss: 636.5671 - logits_profile_predictions_loss: 631.8846 - logcount_predictions_loss: 0.2771 170/2441 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logits_profile_predictions_loss: 631.8545 - logcount_predictions_loss: 0.2770 177/2441 [=>............................] - ETA: 5:15 - loss: 636.5338 - logits_profile_predictions_loss: 631.8532 - logcount_predictions_loss: 0.2770 178/2441 [=>............................] - ETA: 5:14 - loss: 636.5325 - logits_profile_predictions_loss: 631.8521 - logcount_predictions_loss: 0.2769 179/2441 [=>............................] - ETA: 5:14 - loss: 636.5319 - logits_profile_predictions_loss: 631.8517 - logcount_predictions_loss: 0.2769 180/2441 [=>............................] - ETA: 5:14 - loss: 636.5284 - logits_profile_predictions_loss: 631.8485 - logcount_predictions_loss: 0.2769 181/2441 [=>............................] - ETA: 5:14 - loss: 636.5241 - logits_profile_predictions_loss: 631.8444 - logcount_predictions_loss: 0.2769 182/2441 [=>............................] - ETA: 5:14 - loss: 636.5198 - logits_profile_predictions_loss: 631.8404 - logcount_predictions_loss: 0.2769 183/2441 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logits_profile_predictions_loss: 631.7844 - logcount_predictions_loss: 0.2768 190/2441 [=>............................] - ETA: 5:13 - loss: 636.4519 - logits_profile_predictions_loss: 631.7748 - logcount_predictions_loss: 0.2767 191/2441 [=>............................] - ETA: 5:13 - loss: 636.4429 - logits_profile_predictions_loss: 631.7662 - logcount_predictions_loss: 0.2767 192/2441 [=>............................] - ETA: 5:12 - loss: 636.4334 - logits_profile_predictions_loss: 631.7570 - logcount_predictions_loss: 0.2767 193/2441 [=>............................] - ETA: 5:12 - loss: 636.4243 - logits_profile_predictions_loss: 631.7483 - logcount_predictions_loss: 0.2767 194/2441 [=>............................] - ETA: 5:12 - loss: 636.4168 - logits_profile_predictions_loss: 631.7410 - logcount_predictions_loss: 0.2767 195/2441 [=>............................] - ETA: 5:12 - loss: 636.4109 - logits_profile_predictions_loss: 631.7354 - logcount_predictions_loss: 0.2767 196/2441 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[=>............................] - ETA: 5:10 - loss: 636.3712 - logits_profile_predictions_loss: 631.7006 - logcount_predictions_loss: 0.2764 210/2441 [=>............................] - ETA: 5:10 - loss: 636.3650 - logits_profile_predictions_loss: 631.6948 - logcount_predictions_loss: 0.2763 211/2441 [=>............................] - ETA: 5:10 - loss: 636.3610 - logits_profile_predictions_loss: 631.6911 - logcount_predictions_loss: 0.2763 212/2441 [=>............................] - ETA: 5:10 - loss: 636.3565 - logits_profile_predictions_loss: 631.6871 - logcount_predictions_loss: 0.2763 213/2441 [=>............................] - ETA: 5:10 - loss: 636.3517 - logits_profile_predictions_loss: 631.6828 - logcount_predictions_loss: 0.2763 214/2441 [=>............................] - ETA: 5:09 - loss: 636.3455 - logits_profile_predictions_loss: 631.6770 - logcount_predictions_loss: 0.2762 215/2441 [=>............................] - ETA: 5:09 - loss: 636.3376 - 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logits_profile_predictions_loss: 631.6653 - logcount_predictions_loss: 0.2732 307/2441 [==>...........................] - ETA: 4:57 - loss: 636.2772 - logits_profile_predictions_loss: 631.6613 - logcount_predictions_loss: 0.2731 308/2441 [==>...........................] - ETA: 4:56 - loss: 636.2716 - logits_profile_predictions_loss: 631.6562 - logcount_predictions_loss: 0.2731 309/2441 [==>...........................] - ETA: 4:56 - loss: 636.2664 - logits_profile_predictions_loss: 631.6514 - logcount_predictions_loss: 0.2731 310/2441 [==>...........................] - ETA: 4:56 - loss: 636.2610 - logits_profile_predictions_loss: 631.6465 - logcount_predictions_loss: 0.2731 311/2441 [==>...........................] - ETA: 4:56 - loss: 636.2557 - logits_profile_predictions_loss: 631.6416 - logcount_predictions_loss: 0.2730 312/2441 [==>...........................] - ETA: 4:56 - loss: 636.2505 - logits_profile_predictions_loss: 631.6368 - logcount_predictions_loss: 0.2730 313/2441 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[===>..........................] - ETA: 4:54 - loss: 636.1737 - logits_profile_predictions_loss: 631.5665 - logcount_predictions_loss: 0.2726 327/2441 [===>..........................] - ETA: 4:54 - loss: 636.1679 - logits_profile_predictions_loss: 631.5612 - logcount_predictions_loss: 0.2726 328/2441 [===>..........................] - ETA: 4:54 - loss: 636.1626 - logits_profile_predictions_loss: 631.5563 - logcount_predictions_loss: 0.2726 329/2441 [===>..........................] - ETA: 4:54 - loss: 636.1575 - logits_profile_predictions_loss: 631.5516 - logcount_predictions_loss: 0.2725 330/2441 [===>..........................] - ETA: 4:53 - loss: 636.1516 - logits_profile_predictions_loss: 631.5461 - logcount_predictions_loss: 0.2725 331/2441 [===>..........................] - ETA: 4:53 - loss: 636.1470 - logits_profile_predictions_loss: 631.5420 - logcount_predictions_loss: 0.2725 332/2441 [===>..........................] - ETA: 4:53 - loss: 636.1418 - 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logits_profile_predictions_loss: 631.7317 - logcount_predictions_loss: 0.2584 311/2441 [==>...........................] - ETA: 4:56 - loss: 636.0906 - logits_profile_predictions_loss: 631.7245 - logcount_predictions_loss: 0.2584 312/2441 [==>...........................] - ETA: 4:56 - loss: 636.0830 - logits_profile_predictions_loss: 631.7171 - logcount_predictions_loss: 0.2583 313/2441 [==>...........................] - ETA: 4:56 - loss: 636.0753 - logits_profile_predictions_loss: 631.7096 - logcount_predictions_loss: 0.2583 314/2441 [==>...........................] - ETA: 4:56 - loss: 636.0680 - logits_profile_predictions_loss: 631.7025 - logcount_predictions_loss: 0.2583 315/2441 [==>...........................] - ETA: 4:56 - loss: 636.0612 - logits_profile_predictions_loss: 631.6958 - logcount_predictions_loss: 0.2583 316/2441 [==>...........................] - ETA: 4:55 - loss: 636.0537 - logits_profile_predictions_loss: 631.6885 - logcount_predictions_loss: 0.2583 317/2441 [==>...........................] - ETA: 4:55 - loss: 636.0462 - logits_profile_predictions_loss: 631.6812 - logcount_predictions_loss: 0.2583 318/2441 [==>...........................] - ETA: 4:55 - loss: 636.0386 - logits_profile_predictions_loss: 631.6738 - logcount_predictions_loss: 0.2583 319/2441 [==>...........................] - ETA: 4:55 - loss: 636.0312 - logits_profile_predictions_loss: 631.6665 - logcount_predictions_loss: 0.2583 320/2441 [==>...........................] - ETA: 4:55 - loss: 636.0244 - logits_profile_predictions_loss: 631.6599 - logcount_predictions_loss: 0.2583 321/2441 [==>...........................] - ETA: 4:55 - loss: 636.0180 - logits_profile_predictions_loss: 631.6536 - logcount_predictions_loss: 0.2583 322/2441 [==>...........................] - ETA: 4:55 - loss: 636.0117 - logits_profile_predictions_loss: 631.6474 - logcount_predictions_loss: 0.2583 323/2441 [==>...........................] - ETA: 4:54 - loss: 636.0056 - logits_profile_predictions_loss: 631.6414 - logcount_predictions_loss: 0.2582 324/2441 [==>...........................] - ETA: 4:54 - loss: 635.9990 - logits_profile_predictions_loss: 631.6350 - logcount_predictions_loss: 0.2582 325/2441 [==>...........................] - ETA: 4:54 - loss: 635.9937 - logits_profile_predictions_loss: 631.6298 - logcount_predictions_loss: 0.2582 326/2441 [===>..........................] - ETA: 4:54 - loss: 635.9879 - logits_profile_predictions_loss: 631.6242 - logcount_predictions_loss: 0.2582 327/2441 [===>..........................] - ETA: 4:54 - loss: 635.9832 - logits_profile_predictions_loss: 631.6196 - logcount_predictions_loss: 0.2582 328/2441 [===>..........................] - ETA: 4:54 - loss: 635.9785 - logits_profile_predictions_loss: 631.6150 - logcount_predictions_loss: 0.2582 329/2441 [===>..........................] - ETA: 4:54 - loss: 635.9740 - logits_profile_predictions_loss: 631.6108 - logcount_predictions_loss: 0.2582 330/2441 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logits_profile_predictions_loss: 631.5797 - logcount_predictions_loss: 0.2581 337/2441 [===>..........................] - ETA: 4:53 - loss: 635.9361 - logits_profile_predictions_loss: 631.5741 - logcount_predictions_loss: 0.2581 338/2441 [===>..........................] - ETA: 4:52 - loss: 635.9310 - logits_profile_predictions_loss: 631.5691 - logcount_predictions_loss: 0.2581 339/2441 [===>..........................] - ETA: 4:52 - loss: 635.9259 - logits_profile_predictions_loss: 631.5643 - logcount_predictions_loss: 0.2581 340/2441 [===>..........................] - ETA: 4:52 - loss: 635.9205 - logits_profile_predictions_loss: 631.5591 - logcount_predictions_loss: 0.2581 341/2441 [===>..........................] - ETA: 4:52 - loss: 635.9149 - logits_profile_predictions_loss: 631.5536 - logcount_predictions_loss: 0.2581 342/2441 [===>..........................] - ETA: 4:52 - loss: 635.9088 - logits_profile_predictions_loss: 631.5478 - logcount_predictions_loss: 0.2581 343/2441 [===>..........................] - ETA: 4:52 - loss: 635.9031 - logits_profile_predictions_loss: 631.5422 - logcount_predictions_loss: 0.2580 344/2441 [===>..........................] - ETA: 4:52 - loss: 635.8981 - logits_profile_predictions_loss: 631.5374 - logcount_predictions_loss: 0.2580 345/2441 [===>..........................] - ETA: 4:51 - loss: 635.8931 - logits_profile_predictions_loss: 631.5326 - logcount_predictions_loss: 0.2580 346/2441 [===>..........................] - ETA: 4:51 - loss: 635.8879 - logits_profile_predictions_loss: 631.5276 - logcount_predictions_loss: 0.2580 347/2441 [===>..........................] - ETA: 4:51 - loss: 635.8825 - logits_profile_predictions_loss: 631.5223 - logcount_predictions_loss: 0.2580 348/2441 [===>..........................] - ETA: 4:51 - loss: 635.8770 - logits_profile_predictions_loss: 631.5170 - logcount_predictions_loss: 0.2580 349/2441 [===>..........................] - ETA: 4:51 - loss: 635.8714 - logits_profile_predictions_loss: 631.5116 - logcount_predictions_loss: 0.2580 350/2441 [===>..........................] - ETA: 4:51 - loss: 635.8656 - logits_profile_predictions_loss: 631.5060 - logcount_predictions_loss: 0.2580 351/2441 [===>..........................] - ETA: 4:51 - loss: 635.8601 - logits_profile_predictions_loss: 631.5007 - logcount_predictions_loss: 0.2580 352/2441 [===>..........................] - ETA: 4:50 - loss: 635.8542 - logits_profile_predictions_loss: 631.4950 - logcount_predictions_loss: 0.2580 353/2441 [===>..........................] - ETA: 4:50 - loss: 635.8482 - logits_profile_predictions_loss: 631.4892 - logcount_predictions_loss: 0.2579 354/2441 [===>..........................] - ETA: 4:50 - loss: 635.8420 - logits_profile_predictions_loss: 631.4832 - logcount_predictions_loss: 0.2579 355/2441 [===>..........................] - ETA: 4:50 - loss: 635.8357 - logits_profile_predictions_loss: 631.4771 - logcount_predictions_loss: 0.2579 356/2441 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logits_profile_predictions_loss: 631.4366 - logcount_predictions_loss: 0.2578 363/2441 [===>..........................] - ETA: 4:49 - loss: 635.7878 - logits_profile_predictions_loss: 631.4306 - logcount_predictions_loss: 0.2578 364/2441 [===>..........................] - ETA: 4:49 - loss: 635.7817 - logits_profile_predictions_loss: 631.4247 - logcount_predictions_loss: 0.2578 365/2441 [===>..........................] - ETA: 4:49 - loss: 635.7758 - logits_profile_predictions_loss: 631.4189 - logcount_predictions_loss: 0.2578 366/2441 [===>..........................] - ETA: 4:49 - loss: 635.7692 - logits_profile_predictions_loss: 631.4125 - logcount_predictions_loss: 0.2578 367/2441 [===>..........................] - ETA: 4:48 - loss: 635.7622 - logits_profile_predictions_loss: 631.4057 - logcount_predictions_loss: 0.2578 368/2441 [===>..........................] - ETA: 4:48 - loss: 635.7548 - logits_profile_predictions_loss: 631.3984 - logcount_predictions_loss: 0.2578 369/2441 [===>..........................] - ETA: 4:48 - loss: 635.7475 - logits_profile_predictions_loss: 631.3914 - logcount_predictions_loss: 0.2578 370/2441 [===>..........................] - ETA: 4:48 - loss: 635.7403 - logits_profile_predictions_loss: 631.3843 - logcount_predictions_loss: 0.2578 371/2441 [===>..........................] - ETA: 4:48 - loss: 635.7340 - logits_profile_predictions_loss: 631.3782 - logcount_predictions_loss: 0.2577 372/2441 [===>..........................] - ETA: 4:48 - loss: 635.7276 - logits_profile_predictions_loss: 631.3720 - logcount_predictions_loss: 0.2577 373/2441 [===>..........................] - ETA: 4:48 - loss: 635.7214 - logits_profile_predictions_loss: 631.3660 - logcount_predictions_loss: 0.2577 374/2441 [===>..........................] - ETA: 4:47 - loss: 635.7150 - logits_profile_predictions_loss: 631.3598 - logcount_predictions_loss: 0.2577 375/2441 [===>..........................] - ETA: 4:47 - loss: 635.7092 - 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[===>..........................] - ETA: 4:46 - loss: 635.6685 - logits_profile_predictions_loss: 631.3145 - logcount_predictions_loss: 0.2576 383/2441 [===>..........................] - ETA: 4:46 - loss: 635.6623 - logits_profile_predictions_loss: 631.3084 - logcount_predictions_loss: 0.2576 384/2441 [===>..........................] - ETA: 4:46 - loss: 635.6561 - logits_profile_predictions_loss: 631.3023 - logcount_predictions_loss: 0.2576 385/2441 [===>..........................] - ETA: 4:46 - loss: 635.6498 - logits_profile_predictions_loss: 631.2961 - logcount_predictions_loss: 0.2576 386/2441 [===>..........................] - ETA: 4:46 - loss: 635.6431 - logits_profile_predictions_loss: 631.2895 - logcount_predictions_loss: 0.2576 387/2441 [===>..........................] - ETA: 4:46 - loss: 635.6364 - logits_profile_predictions_loss: 631.2830 - logcount_predictions_loss: 0.2576 388/2441 [===>..........................] - ETA: 4:45 - loss: 635.6294 - logits_profile_predictions_loss: 631.2761 - logcount_predictions_loss: 0.2576 389/2441 [===>..........................] - ETA: 4:45 - loss: 635.6222 - logits_profile_predictions_loss: 631.2690 - logcount_predictions_loss: 0.2576 390/2441 [===>..........................] - ETA: 4:45 - loss: 635.6152 - logits_profile_predictions_loss: 631.2621 - logcount_predictions_loss: 0.2576 391/2441 [===>..........................] - ETA: 4:45 - loss: 635.6076 - logits_profile_predictions_loss: 631.2546 - logcount_predictions_loss: 0.2576 392/2441 [===>..........................] - ETA: 4:45 - loss: 635.6005 - logits_profile_predictions_loss: 631.2475 - logcount_predictions_loss: 0.2576 393/2441 [===>..........................] - ETA: 4:45 - loss: 635.5933 - logits_profile_predictions_loss: 631.2405 - logcount_predictions_loss: 0.2576 394/2441 [===>..........................] - ETA: 4:45 - loss: 635.5859 - logits_profile_predictions_loss: 631.2332 - logcount_predictions_loss: 0.2576 395/2441 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logits_profile_predictions_loss: 631.1840 - logcount_predictions_loss: 0.2575 402/2441 [===>..........................] - ETA: 4:43 - loss: 635.5295 - logits_profile_predictions_loss: 631.1776 - logcount_predictions_loss: 0.2575 403/2441 [===>..........................] - ETA: 4:43 - loss: 635.5227 - logits_profile_predictions_loss: 631.1709 - logcount_predictions_loss: 0.2575 404/2441 [===>..........................] - ETA: 4:43 - loss: 635.5161 - logits_profile_predictions_loss: 631.1644 - logcount_predictions_loss: 0.2575 405/2441 [===>..........................] - ETA: 4:43 - loss: 635.5090 - logits_profile_predictions_loss: 631.1575 - logcount_predictions_loss: 0.2575 406/2441 [===>..........................] - ETA: 4:43 - loss: 635.5017 - logits_profile_predictions_loss: 631.1502 - logcount_predictions_loss: 0.2575 407/2441 [====>.........................] - ETA: 4:43 - loss: 635.4945 - logits_profile_predictions_loss: 631.1432 - logcount_predictions_loss: 0.2575 408/2441 [====>.........................] - ETA: 4:43 - loss: 635.4875 - logits_profile_predictions_loss: 631.1362 - logcount_predictions_loss: 0.2575 409/2441 [====>.........................] - ETA: 4:42 - loss: 635.4802 - logits_profile_predictions_loss: 631.1290 - logcount_predictions_loss: 0.2575 410/2441 [====>.........................] - ETA: 4:42 - loss: 635.4728 - logits_profile_predictions_loss: 631.1218 - logcount_predictions_loss: 0.2575 411/2441 [====>.........................] - ETA: 4:42 - loss: 635.4655 - logits_profile_predictions_loss: 631.1145 - logcount_predictions_loss: 0.2575 412/2441 [====>.........................] - ETA: 4:42 - loss: 635.4583 - logits_profile_predictions_loss: 631.1074 - logcount_predictions_loss: 0.2575 413/2441 [====>.........................] - ETA: 4:42 - loss: 635.4508 - logits_profile_predictions_loss: 631.1000 - logcount_predictions_loss: 0.2575 414/2441 [====>.........................] - ETA: 4:42 - loss: 635.4433 - logits_profile_predictions_loss: 631.0926 - logcount_predictions_loss: 0.2575 415/2441 [====>.........................] - ETA: 4:42 - loss: 635.4358 - logits_profile_predictions_loss: 631.0852 - logcount_predictions_loss: 0.2574 416/2441 [====>.........................] - ETA: 4:42 - loss: 635.4279 - logits_profile_predictions_loss: 631.0773 - logcount_predictions_loss: 0.2574 417/2441 [====>.........................] - ETA: 4:41 - loss: 635.4196 - logits_profile_predictions_loss: 631.0691 - logcount_predictions_loss: 0.2574 418/2441 [====>.........................] - ETA: 4:41 - loss: 635.4117 - logits_profile_predictions_loss: 631.0613 - logcount_predictions_loss: 0.2574 419/2441 [====>.........................] - ETA: 4:41 - loss: 635.4039 - logits_profile_predictions_loss: 631.0536 - logcount_predictions_loss: 0.2574 420/2441 [====>.........................] - ETA: 4:41 - loss: 635.3958 - logits_profile_predictions_loss: 631.0456 - logcount_predictions_loss: 0.2574 421/2441 [====>.........................] - ETA: 4:41 - loss: 635.3876 - logits_profile_predictions_loss: 631.0375 - logcount_predictions_loss: 0.2574 422/2441 [====>.........................] - ETA: 4:41 - loss: 635.3799 - logits_profile_predictions_loss: 631.0299 - logcount_predictions_loss: 0.2574 423/2441 [====>.........................] - ETA: 4:41 - loss: 635.3723 - logits_profile_predictions_loss: 631.0223 - logcount_predictions_loss: 0.2574 424/2441 [====>.........................] - ETA: 4:40 - loss: 635.3653 - logits_profile_predictions_loss: 631.0154 - logcount_predictions_loss: 0.2574 425/2441 [====>.........................] - ETA: 4:40 - loss: 635.3582 - logits_profile_predictions_loss: 631.0085 - logcount_predictions_loss: 0.2574 426/2441 [====>.........................] - ETA: 4:40 - loss: 635.3507 - logits_profile_predictions_loss: 631.0011 - logcount_predictions_loss: 0.2574 427/2441 [====>.........................] - ETA: 4:40 - loss: 635.3435 - logits_profile_predictions_loss: 630.9939 - logcount_predictions_loss: 0.2574 428/2441 [====>.........................] - ETA: 4:40 - loss: 635.3366 - logits_profile_predictions_loss: 630.9871 - logcount_predictions_loss: 0.2574 429/2441 [====>.........................] - ETA: 4:40 - loss: 635.3296 - logits_profile_predictions_loss: 630.9802 - logcount_predictions_loss: 0.2574 430/2441 [====>.........................] - ETA: 4:40 - loss: 635.3229 - logits_profile_predictions_loss: 630.9736 - logcount_predictions_loss: 0.2574 431/2441 [====>.........................] - ETA: 4:39 - loss: 635.3166 - logits_profile_predictions_loss: 630.9673 - logcount_predictions_loss: 0.2574 432/2441 [====>.........................] - ETA: 4:39 - loss: 635.3106 - logits_profile_predictions_loss: 630.9614 - logcount_predictions_loss: 0.2574 433/2441 [====>.........................] - ETA: 4:39 - loss: 635.3043 - logits_profile_predictions_loss: 630.9552 - logcount_predictions_loss: 0.2574 434/2441 [====>.........................] - ETA: 4:39 - loss: 635.2989 - logits_profile_predictions_loss: 630.9499 - logcount_predictions_loss: 0.2573 435/2441 [====>.........................] - ETA: 4:39 - loss: 635.2937 - logits_profile_predictions_loss: 630.9449 - logcount_predictions_loss: 0.2573 436/2441 [====>.........................] - ETA: 4:39 - loss: 635.2887 - logits_profile_predictions_loss: 630.9399 - logcount_predictions_loss: 0.2573 437/2441 [====>.........................] - ETA: 4:39 - loss: 635.2841 - logits_profile_predictions_loss: 630.9354 - logcount_predictions_loss: 0.2573 438/2441 [====>.........................] - ETA: 4:38 - loss: 635.2791 - logits_profile_predictions_loss: 630.9305 - logcount_predictions_loss: 0.2573 439/2441 [====>.........................] - ETA: 4:38 - loss: 635.2747 - logits_profile_predictions_loss: 630.9262 - logcount_predictions_loss: 0.2573 440/2441 [====>.........................] - ETA: 4:38 - loss: 635.2705 - 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[====>.........................] - ETA: 4:34 - loss: 635.1394 - logits_profile_predictions_loss: 630.7948 - logcount_predictions_loss: 0.2571 474/2441 [====>.........................] - ETA: 4:33 - loss: 635.1359 - logits_profile_predictions_loss: 630.7915 - logcount_predictions_loss: 0.2571 475/2441 [====>.........................] - ETA: 4:33 - loss: 635.1326 - logits_profile_predictions_loss: 630.7883 - logcount_predictions_loss: 0.2571 476/2441 [====>.........................] - ETA: 4:33 - loss: 635.1297 - logits_profile_predictions_loss: 630.7856 - logcount_predictions_loss: 0.2571 477/2441 [====>.........................] - ETA: 4:33 - loss: 635.1272 - logits_profile_predictions_loss: 630.7833 - logcount_predictions_loss: 0.2570 478/2441 [====>.........................] - ETA: 4:33 - loss: 635.1247 - logits_profile_predictions_loss: 630.7809 - logcount_predictions_loss: 0.2570 479/2441 [====>.........................] - ETA: 4:33 - loss: 635.1218 - 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[====>.........................] - ETA: 4:32 - loss: 635.1005 - logits_profile_predictions_loss: 630.7580 - logcount_predictions_loss: 0.2570 487/2441 [====>.........................] - ETA: 4:32 - loss: 635.0978 - logits_profile_predictions_loss: 630.7554 - logcount_predictions_loss: 0.2570 488/2441 [====>.........................] - ETA: 4:31 - loss: 635.0950 - logits_profile_predictions_loss: 630.7528 - logcount_predictions_loss: 0.2569 489/2441 [=====>........................] - ETA: 4:31 - loss: 635.0923 - logits_profile_predictions_loss: 630.7502 - logcount_predictions_loss: 0.2569 490/2441 [=====>........................] - ETA: 4:31 - loss: 635.0899 - logits_profile_predictions_loss: 630.7480 - logcount_predictions_loss: 0.2569 491/2441 [=====>........................] - ETA: 4:31 - loss: 635.0874 - logits_profile_predictions_loss: 630.7456 - logcount_predictions_loss: 0.2569 492/2441 [=====>........................] - ETA: 4:31 - loss: 635.0849 - 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[============================>.] - ETA: 9s - loss: 633.7685 - logits_profile_predictions_loss: 629.5025 - logcount_predictions_loss: 0.2524 2373/2441 [============================>.] - ETA: 9s - loss: 633.7679 - logits_profile_predictions_loss: 629.5019 - logcount_predictions_loss: 0.2524 2374/2441 [============================>.] - ETA: 9s - loss: 633.7673 - logits_profile_predictions_loss: 629.5013 - logcount_predictions_loss: 0.2524 2375/2441 [============================>.] - ETA: 9s - loss: 633.7667 - logits_profile_predictions_loss: 629.5007 - logcount_predictions_loss: 0.2524 2376/2441 [============================>.] - ETA: 9s - loss: 633.7661 - logits_profile_predictions_loss: 629.5002 - logcount_predictions_loss: 0.2524 2377/2441 [============================>.] - ETA: 8s - loss: 633.7655 - logits_profile_predictions_loss: 629.4996 - logcount_predictions_loss: 0.2524 2378/2441 [============================>.] - ETA: 8s - loss: 633.7650 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 633.7500 - logits_profile_predictions_loss: 629.4845 - logcount_predictions_loss: 0.2524 2406/2441 [============================>.] - ETA: 4s - loss: 633.7494 - logits_profile_predictions_loss: 629.4840 - logcount_predictions_loss: 0.2524 2407/2441 [============================>.] - ETA: 4s - loss: 633.7489 - logits_profile_predictions_loss: 629.4835 - logcount_predictions_loss: 0.2524 2408/2441 [============================>.] - ETA: 4s - loss: 633.7484 - logits_profile_predictions_loss: 629.4830 - logcount_predictions_loss: 0.2524 2409/2441 [============================>.] - ETA: 4s - loss: 633.7478 - logits_profile_predictions_loss: 629.4824 - logcount_predictions_loss: 0.2524 2410/2441 [============================>.] - ETA: 4s - loss: 633.7473 - logits_profile_predictions_loss: 629.4819 - logcount_predictions_loss: 0.2524 2411/2441 [============================>.] - ETA: 4s - loss: 633.7467 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 633.7323 - logits_profile_predictions_loss: 629.4674 - logcount_predictions_loss: 0.2524 2439/2441 [============================>.] - ETA: 0s - loss: 633.7318 - logits_profile_predictions_loss: 629.4669 - logcount_predictions_loss: 0.2524 2440/2441 [============================>.] - ETA: 0s - loss: 633.7313 - logits_profile_predictions_loss: 629.4664 - logcount_predictions_loss: 0.2524 2441/2441 [==============================] - ETA: 0s - loss: 633.7307 - logits_profile_predictions_loss: 629.4659 - logcount_predictions_loss: 0.2524 2441/2441 [==============================] - 354s 145ms/step - loss: 633.7302 - logits_profile_predictions_loss: 629.4654 - logcount_predictions_loss: 0.2524 - val_loss: 628.4201 - val_logits_profile_predictions_loss: 624.4594 - val_logcount_predictions_loss: 0.2344 Epoch 00005: val_loss did not improve from 625.54047 Epoch 6/50 1/2441 [..............................] - ETA: 6:20 - loss: 570.7319 - logits_profile_predictions_loss: 565.8663 - logcount_predictions_loss: 0.2879 2/2441 [..............................] - ETA: 5:52 - loss: 578.7573 - logits_profile_predictions_loss: 574.2914 - logcount_predictions_loss: 0.2643 3/2441 [..............................] - ETA: 5:46 - loss: 581.0922 - logits_profile_predictions_loss: 576.4850 - logcount_predictions_loss: 0.2726 4/2441 [..............................] - ETA: 5:43 - loss: 586.2290 - logits_profile_predictions_loss: 581.6285 - logcount_predictions_loss: 0.2722 5/2441 [..............................] - ETA: 5:42 - loss: 590.4017 - logits_profile_predictions_loss: 585.8503 - logcount_predictions_loss: 0.2693 6/2441 [..............................] - ETA: 5:41 - loss: 594.5063 - logits_profile_predictions_loss: 590.0208 - logcount_predictions_loss: 0.2654 7/2441 [..............................] - ETA: 5:40 - loss: 596.5211 - logits_profile_predictions_loss: 592.0686 - logcount_predictions_loss: 0.2635 8/2441 [..............................] - ETA: 5:40 - loss: 597.5924 - logits_profile_predictions_loss: 593.1826 - logcount_predictions_loss: 0.2609 9/2441 [..............................] - ETA: 5:40 - loss: 598.3442 - logits_profile_predictions_loss: 593.9875 - logcount_predictions_loss: 0.2578 10/2441 [..............................] - ETA: 5:39 - loss: 600.6182 - logits_profile_predictions_loss: 596.2978 - logcount_predictions_loss: 0.2556 11/2441 [..............................] - ETA: 5:39 - loss: 602.8182 - logits_profile_predictions_loss: 598.5355 - logcount_predictions_loss: 0.2534 12/2441 [..............................] - ETA: 5:40 - loss: 604.7707 - logits_profile_predictions_loss: 600.5275 - logcount_predictions_loss: 0.2511 13/2441 [..............................] - ETA: 5:40 - loss: 606.6248 - logits_profile_predictions_loss: 602.4089 - logcount_predictions_loss: 0.2495 14/2441 [..............................] - ETA: 5:39 - loss: 608.0370 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 615.3038 - logcount_predictions_loss: 0.2405 35/2441 [..............................] - ETA: 5:35 - loss: 619.6134 - logits_profile_predictions_loss: 615.5505 - logcount_predictions_loss: 0.2404 36/2441 [..............................] - ETA: 5:35 - loss: 619.8869 - logits_profile_predictions_loss: 615.8262 - logcount_predictions_loss: 0.2403 37/2441 [..............................] - ETA: 5:34 - loss: 620.2022 - logits_profile_predictions_loss: 616.1439 - logcount_predictions_loss: 0.2401 38/2441 [..............................] - ETA: 5:34 - loss: 620.5367 - logits_profile_predictions_loss: 616.4801 - logcount_predictions_loss: 0.2400 39/2441 [..............................] - ETA: 5:34 - loss: 620.8778 - logits_profile_predictions_loss: 616.8226 - logcount_predictions_loss: 0.2400 40/2441 [..............................] - ETA: 5:34 - loss: 621.1934 - logits_profile_predictions_loss: 617.1392 - logcount_predictions_loss: 0.2399 41/2441 [..............................] - ETA: 5:34 - loss: 621.5068 - logits_profile_predictions_loss: 617.4539 - logcount_predictions_loss: 0.2398 42/2441 [..............................] - ETA: 5:33 - loss: 621.8028 - logits_profile_predictions_loss: 617.7518 - logcount_predictions_loss: 0.2397 43/2441 [..............................] - ETA: 5:33 - loss: 622.0987 - logits_profile_predictions_loss: 618.0476 - logcount_predictions_loss: 0.2397 44/2441 [..............................] - ETA: 5:33 - loss: 622.4152 - logits_profile_predictions_loss: 618.3625 - logcount_predictions_loss: 0.2398 45/2441 [..............................] - ETA: 5:33 - loss: 622.7435 - logits_profile_predictions_loss: 618.6884 - logcount_predictions_loss: 0.2400 46/2441 [..............................] - ETA: 5:33 - loss: 623.0426 - logits_profile_predictions_loss: 618.9855 - logcount_predictions_loss: 0.2401 47/2441 [..............................] - ETA: 5:33 - loss: 623.3189 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:39 - loss: 627.5155 - logits_profile_predictions_loss: 623.3874 - logcount_predictions_loss: 0.2443 433/2441 [====>.........................] - ETA: 4:39 - loss: 627.5197 - logits_profile_predictions_loss: 623.3917 - logcount_predictions_loss: 0.2443 434/2441 [====>.........................] - ETA: 4:39 - loss: 627.5242 - logits_profile_predictions_loss: 623.3962 - logcount_predictions_loss: 0.2443 435/2441 [====>.........................] - ETA: 4:38 - loss: 627.5285 - logits_profile_predictions_loss: 623.4005 - logcount_predictions_loss: 0.2443 436/2441 [====>.........................] - ETA: 4:38 - loss: 627.5325 - logits_profile_predictions_loss: 623.4046 - logcount_predictions_loss: 0.2443 437/2441 [====>.........................] - ETA: 4:38 - loss: 627.5369 - logits_profile_predictions_loss: 623.4089 - logcount_predictions_loss: 0.2443 438/2441 [====>.........................] - ETA: 4:38 - loss: 627.5415 - 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2390/2441 [============================>.] - ETA: 7s - loss: 629.1642 - logits_profile_predictions_loss: 625.0435 - logcount_predictions_loss: 0.2438 2391/2441 [============================>.] - ETA: 6s - loss: 629.1646 - logits_profile_predictions_loss: 625.0439 - logcount_predictions_loss: 0.2438 2392/2441 [============================>.] - ETA: 6s - loss: 629.1650 - logits_profile_predictions_loss: 625.0443 - logcount_predictions_loss: 0.2438 2393/2441 [============================>.] - ETA: 6s - loss: 629.1654 - logits_profile_predictions_loss: 625.0447 - logcount_predictions_loss: 0.2438 2394/2441 [============================>.] - ETA: 6s - loss: 629.1658 - logits_profile_predictions_loss: 625.0451 - logcount_predictions_loss: 0.2438 2395/2441 [============================>.] - ETA: 6s - loss: 629.1662 - logits_profile_predictions_loss: 625.0455 - logcount_predictions_loss: 0.2438 2396/2441 [============================>.] - ETA: 6s - loss: 629.1666 - logits_profile_predictions_loss: 625.0459 - logcount_predictions_loss: 0.2438 2397/2441 [============================>.] - ETA: 6s - loss: 629.1670 - logits_profile_predictions_loss: 625.0463 - logcount_predictions_loss: 0.2438 2398/2441 [============================>.] - ETA: 5s - loss: 629.1674 - logits_profile_predictions_loss: 625.0467 - logcount_predictions_loss: 0.2438 2399/2441 [============================>.] - ETA: 5s - loss: 629.1678 - logits_profile_predictions_loss: 625.0471 - logcount_predictions_loss: 0.2438 2400/2441 [============================>.] - ETA: 5s - loss: 629.1682 - logits_profile_predictions_loss: 625.0475 - logcount_predictions_loss: 0.2438 2401/2441 [============================>.] - ETA: 5s - loss: 629.1686 - logits_profile_predictions_loss: 625.0479 - logcount_predictions_loss: 0.2438 2402/2441 [============================>.] - ETA: 5s - loss: 629.1690 - logits_profile_predictions_loss: 625.0483 - logcount_predictions_loss: 0.2438 2403/2441 [============================>.] - ETA: 5s - loss: 629.1694 - logits_profile_predictions_loss: 625.0487 - logcount_predictions_loss: 0.2438 2404/2441 [============================>.] - ETA: 5s - loss: 629.1698 - logits_profile_predictions_loss: 625.0491 - logcount_predictions_loss: 0.2438 2405/2441 [============================>.] - ETA: 5s - loss: 629.1702 - logits_profile_predictions_loss: 625.0495 - logcount_predictions_loss: 0.2438 2406/2441 [============================>.] - ETA: 4s - loss: 629.1707 - logits_profile_predictions_loss: 625.0499 - logcount_predictions_loss: 0.2438 2407/2441 [============================>.] - ETA: 4s - loss: 629.1711 - logits_profile_predictions_loss: 625.0503 - logcount_predictions_loss: 0.2438 2408/2441 [============================>.] - ETA: 4s - loss: 629.1715 - logits_profile_predictions_loss: 625.0508 - logcount_predictions_loss: 0.2438 2409/2441 [============================>.] - ETA: 4s - loss: 629.1720 - logits_profile_predictions_loss: 625.0512 - logcount_predictions_loss: 0.2438 2410/2441 [============================>.] - ETA: 4s - loss: 629.1724 - logits_profile_predictions_loss: 625.0517 - logcount_predictions_loss: 0.2438 2411/2441 [============================>.] - ETA: 4s - loss: 629.1729 - logits_profile_predictions_loss: 625.0521 - logcount_predictions_loss: 0.2438 2412/2441 [============================>.] - ETA: 4s - loss: 629.1733 - logits_profile_predictions_loss: 625.0526 - logcount_predictions_loss: 0.2438 2413/2441 [============================>.] - ETA: 3s - loss: 629.1738 - logits_profile_predictions_loss: 625.0530 - logcount_predictions_loss: 0.2438 2414/2441 [============================>.] - ETA: 3s - loss: 629.1742 - logits_profile_predictions_loss: 625.0535 - logcount_predictions_loss: 0.2438 2415/2441 [============================>.] - ETA: 3s - loss: 629.1747 - logits_profile_predictions_loss: 625.0539 - logcount_predictions_loss: 0.2438 2416/2441 [============================>.] - ETA: 3s - loss: 629.1751 - logits_profile_predictions_loss: 625.0543 - logcount_predictions_loss: 0.2438 2417/2441 [============================>.] - ETA: 3s - loss: 629.1756 - logits_profile_predictions_loss: 625.0548 - logcount_predictions_loss: 0.2438 2418/2441 [============================>.] - ETA: 3s - loss: 629.1760 - logits_profile_predictions_loss: 625.0552 - logcount_predictions_loss: 0.2438 2419/2441 [============================>.] - ETA: 3s - loss: 629.1765 - logits_profile_predictions_loss: 625.0557 - logcount_predictions_loss: 0.2438 2420/2441 [============================>.] - ETA: 2s - loss: 629.1769 - logits_profile_predictions_loss: 625.0561 - logcount_predictions_loss: 0.2438 2421/2441 [============================>.] - ETA: 2s - loss: 629.1773 - logits_profile_predictions_loss: 625.0565 - logcount_predictions_loss: 0.2438 2422/2441 [============================>.] - ETA: 2s - loss: 629.1777 - logits_profile_predictions_loss: 625.0569 - logcount_predictions_loss: 0.2438 2423/2441 [============================>.] - ETA: 2s - loss: 629.1782 - logits_profile_predictions_loss: 625.0573 - logcount_predictions_loss: 0.2438 2424/2441 [============================>.] - ETA: 2s - loss: 629.1786 - logits_profile_predictions_loss: 625.0578 - logcount_predictions_loss: 0.2438 2425/2441 [============================>.] - ETA: 2s - loss: 629.1791 - logits_profile_predictions_loss: 625.0582 - logcount_predictions_loss: 0.2438 2426/2441 [============================>.] - ETA: 2s - loss: 629.1795 - logits_profile_predictions_loss: 625.0586 - logcount_predictions_loss: 0.2438 2427/2441 [============================>.] - ETA: 1s - loss: 629.1799 - logits_profile_predictions_loss: 625.0590 - logcount_predictions_loss: 0.2438 2428/2441 [============================>.] - ETA: 1s - loss: 629.1803 - logits_profile_predictions_loss: 625.0595 - logcount_predictions_loss: 0.2438 2429/2441 [============================>.] - ETA: 1s - loss: 629.1807 - logits_profile_predictions_loss: 625.0599 - logcount_predictions_loss: 0.2438 2430/2441 [============================>.] - ETA: 1s - loss: 629.1812 - logits_profile_predictions_loss: 625.0603 - logcount_predictions_loss: 0.2438 2431/2441 [============================>.] - ETA: 1s - loss: 629.1816 - logits_profile_predictions_loss: 625.0607 - logcount_predictions_loss: 0.2438 2432/2441 [============================>.] - ETA: 1s - loss: 629.1820 - logits_profile_predictions_loss: 625.0611 - logcount_predictions_loss: 0.2438 2433/2441 [============================>.] - ETA: 1s - loss: 629.1825 - logits_profile_predictions_loss: 625.0616 - logcount_predictions_loss: 0.2438 2434/2441 [============================>.] - ETA: 0s - loss: 629.1829 - logits_profile_predictions_loss: 625.0620 - logcount_predictions_loss: 0.2438 2435/2441 [============================>.] - ETA: 0s - loss: 629.1834 - logits_profile_predictions_loss: 625.0625 - logcount_predictions_loss: 0.2438 2436/2441 [============================>.] - ETA: 0s - loss: 629.1838 - logits_profile_predictions_loss: 625.0629 - logcount_predictions_loss: 0.2438 2437/2441 [============================>.] - ETA: 0s - loss: 629.1843 - logits_profile_predictions_loss: 625.0633 - logcount_predictions_loss: 0.2438 2438/2441 [============================>.] - ETA: 0s - loss: 629.1847 - logits_profile_predictions_loss: 625.0638 - logcount_predictions_loss: 0.2438 2439/2441 [============================>.] - ETA: 0s - loss: 629.1851 - logits_profile_predictions_loss: 625.0642 - logcount_predictions_loss: 0.2438 2440/2441 [============================>.] - ETA: 0s - loss: 629.1856 - logits_profile_predictions_loss: 625.0646 - logcount_predictions_loss: 0.2438 2441/2441 [==============================] - ETA: 0s - loss: 629.1860 - logits_profile_predictions_loss: 625.0650 - logcount_predictions_loss: 0.2438 2441/2441 [==============================] - 354s 145ms/step - loss: 629.1864 - logits_profile_predictions_loss: 625.0655 - logcount_predictions_loss: 0.2438 - val_loss: 622.8411 - val_logits_profile_predictions_loss: 619.0571 - val_logcount_predictions_loss: 0.2239 Epoch 00006: val_loss improved from 625.54047 to 622.84113, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2441 [..............................] - ETA: 6:17 - loss: 620.5846 - logits_profile_predictions_loss: 617.4814 - logcount_predictions_loss: 0.1836 2/2441 [..............................] - ETA: 5:44 - loss: 643.9662 - logits_profile_predictions_loss: 640.8820 - logcount_predictions_loss: 0.1825 3/2441 [..............................] - ETA: 5:41 - loss: 645.3694 - logits_profile_predictions_loss: 642.2195 - logcount_predictions_loss: 0.1864 4/2441 [..............................] - ETA: 5:39 - loss: 642.6083 - logits_profile_predictions_loss: 639.4131 - logcount_predictions_loss: 0.1891 5/2441 [..............................] - ETA: 5:39 - loss: 639.4226 - logits_profile_predictions_loss: 636.1672 - logcount_predictions_loss: 0.1926 6/2441 [..............................] - ETA: 5:38 - loss: 635.8713 - logits_profile_predictions_loss: 632.5847 - logcount_predictions_loss: 0.1945 7/2441 [..............................] - ETA: 5:38 - loss: 632.5817 - logits_profile_predictions_loss: 629.2860 - logcount_predictions_loss: 0.1950 8/2441 [..............................] - ETA: 5:38 - loss: 630.5028 - logits_profile_predictions_loss: 627.1750 - logcount_predictions_loss: 0.1969 9/2441 [..............................] - ETA: 5:38 - loss: 628.7372 - logits_profile_predictions_loss: 625.3688 - logcount_predictions_loss: 0.1993 10/2441 [..............................] - ETA: 5:38 - loss: 628.0081 - logits_profile_predictions_loss: 624.6012 - logcount_predictions_loss: 0.2016 11/2441 [..............................] - ETA: 5:38 - loss: 627.1277 - logits_profile_predictions_loss: 623.6953 - logcount_predictions_loss: 0.2031 12/2441 [..............................] - ETA: 5:38 - loss: 626.0076 - logits_profile_predictions_loss: 622.5414 - logcount_predictions_loss: 0.2051 13/2441 [..............................] - ETA: 5:37 - loss: 625.3357 - logits_profile_predictions_loss: 621.8472 - logcount_predictions_loss: 0.2064 14/2441 [..............................] - ETA: 5:38 - loss: 624.8987 - logits_profile_predictions_loss: 621.3886 - logcount_predictions_loss: 0.2077 15/2441 [..............................] - ETA: 5:38 - loss: 624.4358 - logits_profile_predictions_loss: 620.9089 - logcount_predictions_loss: 0.2087 16/2441 [..............................] - ETA: 5:37 - loss: 624.2347 - logits_profile_predictions_loss: 620.6883 - logcount_predictions_loss: 0.2098 17/2441 [..............................] - ETA: 5:37 - loss: 624.1796 - logits_profile_predictions_loss: 620.6037 - logcount_predictions_loss: 0.2116 18/2441 [..............................] - ETA: 5:37 - loss: 623.9034 - logits_profile_predictions_loss: 620.3018 - logcount_predictions_loss: 0.2131 19/2441 [..............................] - ETA: 5:37 - loss: 623.5167 - logits_profile_predictions_loss: 619.8897 - logcount_predictions_loss: 0.2146 20/2441 [..............................] - ETA: 5:37 - loss: 623.2947 - logits_profile_predictions_loss: 619.6423 - logcount_predictions_loss: 0.2161 21/2441 [..............................] - ETA: 5:37 - loss: 623.0503 - logits_profile_predictions_loss: 619.3772 - logcount_predictions_loss: 0.2173 22/2441 [..............................] - ETA: 5:36 - loss: 622.8258 - logits_profile_predictions_loss: 619.1337 - logcount_predictions_loss: 0.2185 23/2441 [..............................] - ETA: 5:36 - loss: 622.7736 - logits_profile_predictions_loss: 619.0663 - logcount_predictions_loss: 0.2194 24/2441 [..............................] - ETA: 5:36 - loss: 622.7150 - logits_profile_predictions_loss: 618.9969 - logcount_predictions_loss: 0.2200 25/2441 [..............................] - ETA: 5:36 - loss: 622.6151 - logits_profile_predictions_loss: 618.8881 - logcount_predictions_loss: 0.2205 26/2441 [..............................] - ETA: 5:36 - loss: 622.5044 - logits_profile_predictions_loss: 618.7701 - logcount_predictions_loss: 0.2210 27/2441 [..............................] - ETA: 5:36 - loss: 622.4053 - logits_profile_predictions_loss: 618.6640 - logcount_predictions_loss: 0.2214 28/2441 [..............................] - ETA: 5:36 - loss: 622.2120 - logits_profile_predictions_loss: 618.4643 - logcount_predictions_loss: 0.2218 29/2441 [..............................] - ETA: 5:35 - loss: 622.0862 - logits_profile_predictions_loss: 618.3339 - logcount_predictions_loss: 0.2220 30/2441 [..............................] - ETA: 5:35 - loss: 621.9460 - logits_profile_predictions_loss: 618.1895 - logcount_predictions_loss: 0.2223 31/2441 [..............................] - ETA: 5:35 - loss: 621.8833 - logits_profile_predictions_loss: 618.1227 - logcount_predictions_loss: 0.2225 32/2441 [..............................] - ETA: 5:35 - loss: 621.7419 - logits_profile_predictions_loss: 617.9780 - logcount_predictions_loss: 0.2227 33/2441 [..............................] - ETA: 5:35 - loss: 621.6254 - logits_profile_predictions_loss: 617.8584 - logcount_predictions_loss: 0.2229 34/2441 [..............................] - ETA: 5:35 - loss: 621.6191 - logits_profile_predictions_loss: 617.8492 - logcount_predictions_loss: 0.2231 35/2441 [..............................] - ETA: 5:35 - loss: 621.5955 - logits_profile_predictions_loss: 617.8228 - logcount_predictions_loss: 0.2232 36/2441 [..............................] - ETA: 5:35 - loss: 621.5939 - logits_profile_predictions_loss: 617.8193 - logcount_predictions_loss: 0.2233 37/2441 [..............................] - ETA: 5:34 - loss: 621.6702 - logits_profile_predictions_loss: 617.8941 - logcount_predictions_loss: 0.2234 38/2441 [..............................] - ETA: 5:34 - loss: 621.7702 - logits_profile_predictions_loss: 617.9928 - logcount_predictions_loss: 0.2235 39/2441 [..............................] - ETA: 5:34 - loss: 621.8620 - logits_profile_predictions_loss: 618.0839 - logcount_predictions_loss: 0.2236 40/2441 [..............................] - ETA: 5:34 - loss: 621.9577 - logits_profile_predictions_loss: 618.1787 - logcount_predictions_loss: 0.2236 41/2441 [..............................] - ETA: 5:34 - loss: 622.0290 - logits_profile_predictions_loss: 618.2491 - logcount_predictions_loss: 0.2237 42/2441 [..............................] - ETA: 5:34 - loss: 622.1691 - logits_profile_predictions_loss: 618.3882 - logcount_predictions_loss: 0.2237 43/2441 [..............................] - ETA: 5:34 - loss: 622.2976 - logits_profile_predictions_loss: 618.5158 - logcount_predictions_loss: 0.2238 44/2441 [..............................] - ETA: 5:33 - loss: 622.4168 - logits_profile_predictions_loss: 618.6342 - logcount_predictions_loss: 0.2238 45/2441 [..............................] - ETA: 5:33 - loss: 622.5254 - logits_profile_predictions_loss: 618.7418 - logcount_predictions_loss: 0.2239 46/2441 [..............................] - ETA: 5:33 - loss: 622.6974 - logits_profile_predictions_loss: 618.9120 - logcount_predictions_loss: 0.2240 47/2441 [..............................] - ETA: 5:33 - loss: 622.8526 - logits_profile_predictions_loss: 619.0656 - logcount_predictions_loss: 0.2241 48/2441 [..............................] - ETA: 5:33 - loss: 622.9909 - logits_profile_predictions_loss: 619.2015 - logcount_predictions_loss: 0.2242 49/2441 [..............................] - ETA: 5:33 - loss: 623.1438 - logits_profile_predictions_loss: 619.3524 - logcount_predictions_loss: 0.2243 50/2441 [..............................] - ETA: 5:33 - loss: 623.2838 - logits_profile_predictions_loss: 619.4897 - logcount_predictions_loss: 0.2245 51/2441 [..............................] - ETA: 5:32 - loss: 623.4052 - logits_profile_predictions_loss: 619.6091 - logcount_predictions_loss: 0.2246 52/2441 [..............................] - ETA: 5:32 - loss: 623.4922 - logits_profile_predictions_loss: 619.6942 - logcount_predictions_loss: 0.2247 53/2441 [..............................] - ETA: 5:32 - loss: 623.5796 - logits_profile_predictions_loss: 619.7796 - logcount_predictions_loss: 0.2249 54/2441 [..............................] - ETA: 5:32 - loss: 623.6355 - logits_profile_predictions_loss: 619.8337 - logcount_predictions_loss: 0.2250 55/2441 [..............................] - ETA: 5:32 - loss: 623.6940 - logits_profile_predictions_loss: 619.8909 - logcount_predictions_loss: 0.2250 56/2441 [..............................] - ETA: 5:32 - loss: 623.7543 - logits_profile_predictions_loss: 619.9494 - logcount_predictions_loss: 0.2251 57/2441 [..............................] - ETA: 5:32 - loss: 623.7983 - logits_profile_predictions_loss: 619.9916 - logcount_predictions_loss: 0.2252 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logits_profile_predictions_loss: 621.9624 - logcount_predictions_loss: 0.2266 345/2441 [===>..........................] - ETA: 4:51 - loss: 625.7979 - logits_profile_predictions_loss: 621.9681 - logcount_predictions_loss: 0.2266 346/2441 [===>..........................] - ETA: 4:51 - loss: 625.8035 - logits_profile_predictions_loss: 621.9735 - logcount_predictions_loss: 0.2266 347/2441 [===>..........................] - ETA: 4:51 - loss: 625.8090 - logits_profile_predictions_loss: 621.9789 - logcount_predictions_loss: 0.2266 348/2441 [===>..........................] - ETA: 4:51 - loss: 625.8142 - logits_profile_predictions_loss: 621.9839 - logcount_predictions_loss: 0.2267 349/2441 [===>..........................] - ETA: 4:51 - loss: 625.8196 - logits_profile_predictions_loss: 621.9890 - logcount_predictions_loss: 0.2267 350/2441 [===>..........................] - ETA: 4:50 - loss: 625.8246 - logits_profile_predictions_loss: 621.9938 - logcount_predictions_loss: 0.2267 351/2441 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logits_profile_predictions_loss: 622.0207 - logcount_predictions_loss: 0.2268 358/2441 [===>..........................] - ETA: 4:49 - loss: 625.8557 - logits_profile_predictions_loss: 622.0234 - logcount_predictions_loss: 0.2268 359/2441 [===>..........................] - ETA: 4:49 - loss: 625.8583 - logits_profile_predictions_loss: 622.0259 - logcount_predictions_loss: 0.2268 360/2441 [===>..........................] - ETA: 4:49 - loss: 625.8611 - logits_profile_predictions_loss: 622.0285 - logcount_predictions_loss: 0.2268 361/2441 [===>..........................] - ETA: 4:49 - loss: 625.8639 - logits_profile_predictions_loss: 622.0312 - logcount_predictions_loss: 0.2268 362/2441 [===>..........................] - ETA: 4:49 - loss: 625.8655 - logits_profile_predictions_loss: 622.0326 - logcount_predictions_loss: 0.2268 363/2441 [===>..........................] - ETA: 4:49 - loss: 625.8673 - logits_profile_predictions_loss: 622.0343 - logcount_predictions_loss: 0.2268 364/2441 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logits_profile_predictions_loss: 622.0411 - logcount_predictions_loss: 0.2269 371/2441 [===>..........................] - ETA: 4:48 - loss: 625.8759 - logits_profile_predictions_loss: 622.0412 - logcount_predictions_loss: 0.2269 372/2441 [===>..........................] - ETA: 4:47 - loss: 625.8760 - logits_profile_predictions_loss: 622.0412 - logcount_predictions_loss: 0.2269 373/2441 [===>..........................] - ETA: 4:47 - loss: 625.8766 - logits_profile_predictions_loss: 622.0415 - logcount_predictions_loss: 0.2269 374/2441 [===>..........................] - ETA: 4:47 - loss: 625.8773 - logits_profile_predictions_loss: 622.0421 - logcount_predictions_loss: 0.2269 375/2441 [===>..........................] - ETA: 4:47 - loss: 625.8777 - logits_profile_predictions_loss: 622.0423 - logcount_predictions_loss: 0.2270 376/2441 [===>..........................] - ETA: 4:47 - loss: 625.8777 - logits_profile_predictions_loss: 622.0421 - logcount_predictions_loss: 0.2270 377/2441 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logits_profile_predictions_loss: 622.0439 - logcount_predictions_loss: 0.2270 384/2441 [===>..........................] - ETA: 4:46 - loss: 625.8807 - logits_profile_predictions_loss: 622.0436 - logcount_predictions_loss: 0.2271 385/2441 [===>..........................] - ETA: 4:46 - loss: 625.8800 - logits_profile_predictions_loss: 622.0428 - logcount_predictions_loss: 0.2271 386/2441 [===>..........................] - ETA: 4:45 - loss: 625.8793 - logits_profile_predictions_loss: 622.0419 - logcount_predictions_loss: 0.2271 387/2441 [===>..........................] - ETA: 4:45 - loss: 625.8789 - logits_profile_predictions_loss: 622.0413 - logcount_predictions_loss: 0.2271 388/2441 [===>..........................] - ETA: 4:45 - loss: 625.8789 - logits_profile_predictions_loss: 622.0412 - logcount_predictions_loss: 0.2271 389/2441 [===>..........................] - ETA: 4:45 - loss: 625.8786 - logits_profile_predictions_loss: 622.0407 - logcount_predictions_loss: 0.2271 390/2441 [===>..........................] - ETA: 4:45 - loss: 625.8784 - logits_profile_predictions_loss: 622.0403 - logcount_predictions_loss: 0.2271 391/2441 [===>..........................] - ETA: 4:45 - loss: 625.8778 - logits_profile_predictions_loss: 622.0395 - logcount_predictions_loss: 0.2271 392/2441 [===>..........................] - ETA: 4:45 - loss: 625.8770 - logits_profile_predictions_loss: 622.0385 - logcount_predictions_loss: 0.2271 393/2441 [===>..........................] - ETA: 4:44 - loss: 625.8764 - logits_profile_predictions_loss: 622.0377 - logcount_predictions_loss: 0.2271 394/2441 [===>..........................] - ETA: 4:44 - loss: 625.8755 - logits_profile_predictions_loss: 622.0367 - logcount_predictions_loss: 0.2272 395/2441 [===>..........................] - ETA: 4:44 - loss: 625.8740 - logits_profile_predictions_loss: 622.0350 - logcount_predictions_loss: 0.2272 396/2441 [===>..........................] - ETA: 4:44 - loss: 625.8727 - logits_profile_predictions_loss: 622.0335 - logcount_predictions_loss: 0.2272 397/2441 [===>..........................] - ETA: 4:44 - loss: 625.8709 - logits_profile_predictions_loss: 622.0316 - logcount_predictions_loss: 0.2272 398/2441 [===>..........................] - ETA: 4:44 - loss: 625.8684 - logits_profile_predictions_loss: 622.0289 - logcount_predictions_loss: 0.2272 399/2441 [===>..........................] - ETA: 4:44 - loss: 625.8665 - logits_profile_predictions_loss: 622.0268 - logcount_predictions_loss: 0.2272 400/2441 [===>..........................] - ETA: 4:43 - loss: 625.8642 - logits_profile_predictions_loss: 622.0243 - logcount_predictions_loss: 0.2272 401/2441 [===>..........................] - ETA: 4:43 - loss: 625.8618 - logits_profile_predictions_loss: 622.0217 - logcount_predictions_loss: 0.2272 402/2441 [===>..........................] - ETA: 4:43 - loss: 625.8597 - logits_profile_predictions_loss: 622.0195 - logcount_predictions_loss: 0.2272 403/2441 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logits_profile_predictions_loss: 621.9996 - logcount_predictions_loss: 0.2273 410/2441 [====>.........................] - ETA: 4:42 - loss: 625.8384 - logits_profile_predictions_loss: 621.9967 - logcount_predictions_loss: 0.2273 411/2441 [====>.........................] - ETA: 4:42 - loss: 625.8357 - logits_profile_predictions_loss: 621.9938 - logcount_predictions_loss: 0.2273 412/2441 [====>.........................] - ETA: 4:42 - loss: 625.8331 - logits_profile_predictions_loss: 621.9910 - logcount_predictions_loss: 0.2273 413/2441 [====>.........................] - ETA: 4:42 - loss: 625.8313 - logits_profile_predictions_loss: 621.9890 - logcount_predictions_loss: 0.2274 414/2441 [====>.........................] - ETA: 4:42 - loss: 625.8293 - logits_profile_predictions_loss: 621.9868 - logcount_predictions_loss: 0.2274 415/2441 [====>.........................] - ETA: 4:41 - loss: 625.8276 - logits_profile_predictions_loss: 621.9849 - logcount_predictions_loss: 0.2274 416/2441 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logits_profile_predictions_loss: 621.9495 - logcount_predictions_loss: 0.2277 449/2441 [====>.........................] - ETA: 4:37 - loss: 625.7974 - logits_profile_predictions_loss: 621.9488 - logcount_predictions_loss: 0.2277 450/2441 [====>.........................] - ETA: 4:37 - loss: 625.7967 - logits_profile_predictions_loss: 621.9479 - logcount_predictions_loss: 0.2277 451/2441 [====>.........................] - ETA: 4:36 - loss: 625.7961 - logits_profile_predictions_loss: 621.9472 - logcount_predictions_loss: 0.2278 452/2441 [====>.........................] - ETA: 4:36 - loss: 625.7957 - logits_profile_predictions_loss: 621.9466 - logcount_predictions_loss: 0.2278 453/2441 [====>.........................] - ETA: 4:36 - loss: 625.7954 - logits_profile_predictions_loss: 621.9461 - logcount_predictions_loss: 0.2278 454/2441 [====>.........................] - ETA: 4:36 - loss: 625.7951 - logits_profile_predictions_loss: 621.9457 - logcount_predictions_loss: 0.2278 455/2441 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logits_profile_predictions_loss: 621.9427 - logcount_predictions_loss: 0.2278 462/2441 [====>.........................] - ETA: 4:35 - loss: 625.7927 - logits_profile_predictions_loss: 621.9420 - logcount_predictions_loss: 0.2279 463/2441 [====>.........................] - ETA: 4:35 - loss: 625.7923 - logits_profile_predictions_loss: 621.9414 - logcount_predictions_loss: 0.2279 464/2441 [====>.........................] - ETA: 4:35 - loss: 625.7923 - logits_profile_predictions_loss: 621.9413 - logcount_predictions_loss: 0.2279 465/2441 [====>.........................] - ETA: 4:34 - loss: 625.7924 - logits_profile_predictions_loss: 621.9411 - logcount_predictions_loss: 0.2279 466/2441 [====>.........................] - ETA: 4:34 - loss: 625.7923 - logits_profile_predictions_loss: 621.9409 - logcount_predictions_loss: 0.2279 467/2441 [====>.........................] - ETA: 4:34 - loss: 625.7921 - logits_profile_predictions_loss: 621.9406 - logcount_predictions_loss: 0.2279 468/2441 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[..............................] - ETA: 5:39 - loss: 608.7416 - logits_profile_predictions_loss: 604.1718 - logcount_predictions_loss: 0.2704 3/2441 [..............................] - ETA: 5:39 - loss: 602.6472 - logits_profile_predictions_loss: 598.1994 - logcount_predictions_loss: 0.2632 4/2441 [..............................] - ETA: 5:38 - loss: 604.8396 - logits_profile_predictions_loss: 600.4858 - logcount_predictions_loss: 0.2576 5/2441 [..............................] - ETA: 5:38 - loss: 608.4019 - logits_profile_predictions_loss: 604.0720 - logcount_predictions_loss: 0.2562 6/2441 [..............................] - ETA: 5:38 - loss: 612.4335 - logits_profile_predictions_loss: 608.1535 - logcount_predictions_loss: 0.2533 7/2441 [..............................] - ETA: 5:38 - loss: 614.6144 - logits_profile_predictions_loss: 610.3749 - logcount_predictions_loss: 0.2509 8/2441 [..............................] - ETA: 5:38 - loss: 617.5784 - logits_profile_predictions_loss: 613.3808 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[..............................] - ETA: 5:36 - loss: 625.3134 - logits_profile_predictions_loss: 621.2983 - logcount_predictions_loss: 0.2376 23/2441 [..............................] - ETA: 5:36 - loss: 625.4103 - logits_profile_predictions_loss: 621.4011 - logcount_predictions_loss: 0.2372 24/2441 [..............................] - ETA: 5:36 - loss: 625.4552 - logits_profile_predictions_loss: 621.4496 - logcount_predictions_loss: 0.2370 25/2441 [..............................] - ETA: 5:36 - loss: 625.4576 - logits_profile_predictions_loss: 621.4578 - logcount_predictions_loss: 0.2367 26/2441 [..............................] - ETA: 5:36 - loss: 625.3354 - logits_profile_predictions_loss: 621.3377 - logcount_predictions_loss: 0.2366 27/2441 [..............................] - ETA: 5:35 - loss: 625.2576 - logits_profile_predictions_loss: 621.2603 - logcount_predictions_loss: 0.2365 28/2441 [..............................] - ETA: 5:35 - loss: 625.1902 - logits_profile_predictions_loss: 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621.0305 - logcount_predictions_loss: 0.2289 2411/2441 [============================>.] - ETA: 4s - loss: 624.8990 - logits_profile_predictions_loss: 621.0310 - logcount_predictions_loss: 0.2289 2412/2441 [============================>.] - ETA: 4s - loss: 624.8995 - logits_profile_predictions_loss: 621.0315 - logcount_predictions_loss: 0.2289 2413/2441 [============================>.] - ETA: 3s - loss: 624.9000 - logits_profile_predictions_loss: 621.0321 - logcount_predictions_loss: 0.2289 2414/2441 [============================>.] - ETA: 3s - loss: 624.9005 - logits_profile_predictions_loss: 621.0326 - logcount_predictions_loss: 0.2289 2415/2441 [============================>.] - ETA: 3s - loss: 624.9011 - logits_profile_predictions_loss: 621.0331 - logcount_predictions_loss: 0.2289 2416/2441 [============================>.] - ETA: 3s - loss: 624.9016 - logits_profile_predictions_loss: 621.0336 - logcount_predictions_loss: 0.2289 2417/2441 [============================>.] - ETA: 3s - loss: 624.9021 - logits_profile_predictions_loss: 621.0341 - logcount_predictions_loss: 0.2289 2418/2441 [============================>.] - ETA: 3s - loss: 624.9026 - logits_profile_predictions_loss: 621.0346 - logcount_predictions_loss: 0.2289 2419/2441 [============================>.] - ETA: 3s - loss: 624.9031 - logits_profile_predictions_loss: 621.0352 - logcount_predictions_loss: 0.2289 2420/2441 [============================>.] - ETA: 2s - loss: 624.9037 - logits_profile_predictions_loss: 621.0357 - logcount_predictions_loss: 0.2289 2421/2441 [============================>.] - ETA: 2s - loss: 624.9042 - logits_profile_predictions_loss: 621.0362 - logcount_predictions_loss: 0.2289 2422/2441 [============================>.] - ETA: 2s - loss: 624.9047 - logits_profile_predictions_loss: 621.0368 - logcount_predictions_loss: 0.2289 2423/2441 [============================>.] - ETA: 2s - loss: 624.9053 - logits_profile_predictions_loss: 621.0373 - logcount_predictions_loss: 0.2289 2424/2441 [============================>.] - ETA: 2s - loss: 624.9058 - logits_profile_predictions_loss: 621.0378 - logcount_predictions_loss: 0.2289 2425/2441 [============================>.] - ETA: 2s - loss: 624.9064 - logits_profile_predictions_loss: 621.0384 - logcount_predictions_loss: 0.2289 2426/2441 [============================>.] - ETA: 2s - loss: 624.9069 - logits_profile_predictions_loss: 621.0389 - logcount_predictions_loss: 0.2289 2427/2441 [============================>.] - ETA: 1s - loss: 624.9074 - logits_profile_predictions_loss: 621.0395 - logcount_predictions_loss: 0.2289 2428/2441 [============================>.] - ETA: 1s - loss: 624.9080 - logits_profile_predictions_loss: 621.0400 - logcount_predictions_loss: 0.2289 2429/2441 [============================>.] - ETA: 1s - loss: 624.9085 - logits_profile_predictions_loss: 621.0405 - logcount_predictions_loss: 0.2289 2430/2441 [============================>.] - ETA: 1s - loss: 624.9090 - logits_profile_predictions_loss: 621.0411 - logcount_predictions_loss: 0.2289 2431/2441 [============================>.] - ETA: 1s - loss: 624.9096 - logits_profile_predictions_loss: 621.0416 - logcount_predictions_loss: 0.2289 2432/2441 [============================>.] - ETA: 1s - loss: 624.9101 - logits_profile_predictions_loss: 621.0421 - logcount_predictions_loss: 0.2289 2433/2441 [============================>.] - ETA: 1s - loss: 624.9106 - logits_profile_predictions_loss: 621.0426 - logcount_predictions_loss: 0.2289 2434/2441 [============================>.] - ETA: 0s - loss: 624.9111 - logits_profile_predictions_loss: 621.0431 - logcount_predictions_loss: 0.2289 2435/2441 [============================>.] - ETA: 0s - loss: 624.9116 - logits_profile_predictions_loss: 621.0436 - logcount_predictions_loss: 0.2289 2436/2441 [============================>.] - ETA: 0s - loss: 624.9121 - logits_profile_predictions_loss: 621.0441 - logcount_predictions_loss: 0.2289 2437/2441 [============================>.] - ETA: 0s - loss: 624.9126 - logits_profile_predictions_loss: 621.0446 - logcount_predictions_loss: 0.2289 2438/2441 [============================>.] - ETA: 0s - loss: 624.9131 - logits_profile_predictions_loss: 621.0451 - logcount_predictions_loss: 0.2289 2439/2441 [============================>.] - ETA: 0s - loss: 624.9136 - logits_profile_predictions_loss: 621.0457 - logcount_predictions_loss: 0.2289 2440/2441 [============================>.] - ETA: 0s - loss: 624.9142 - logits_profile_predictions_loss: 621.0462 - logcount_predictions_loss: 0.2289 2441/2441 [==============================] - ETA: 0s - loss: 624.9147 - logits_profile_predictions_loss: 621.0467 - logcount_predictions_loss: 0.2289 2441/2441 [==============================] - 354s 145ms/step - loss: 624.9152 - logits_profile_predictions_loss: 621.0472 - logcount_predictions_loss: 0.2289 - val_loss: 624.8522 - val_logits_profile_predictions_loss: 621.0287 - val_logcount_predictions_loss: 0.2262 Epoch 00008: val_loss did not improve from 620.51300 Epoch 9/50 1/2441 [..............................] - ETA: 6:18 - loss: 627.3468 - logits_profile_predictions_loss: 623.5911 - logcount_predictions_loss: 0.2222 2/2441 [..............................] - ETA: 5:50 - loss: 624.3147 - logits_profile_predictions_loss: 620.9115 - logcount_predictions_loss: 0.2014 3/2441 [..............................] - ETA: 5:44 - loss: 623.2061 - logits_profile_predictions_loss: 619.9264 - logcount_predictions_loss: 0.1941 4/2441 [..............................] - ETA: 5:42 - loss: 621.3821 - logits_profile_predictions_loss: 618.0728 - logcount_predictions_loss: 0.1958 5/2441 [..............................] - ETA: 5:41 - loss: 621.7665 - logits_profile_predictions_loss: 618.4366 - logcount_predictions_loss: 0.1970 6/2441 [..............................] - ETA: 5:40 - loss: 620.1865 - logits_profile_predictions_loss: 616.8006 - logcount_predictions_loss: 0.2003 7/2441 [..............................] - ETA: 5:40 - loss: 619.4153 - logits_profile_predictions_loss: 615.9716 - logcount_predictions_loss: 0.2038 8/2441 [..............................] - ETA: 5:39 - loss: 620.2785 - logits_profile_predictions_loss: 616.7980 - logcount_predictions_loss: 0.2060 9/2441 [..............................] - ETA: 5:39 - loss: 621.4601 - logits_profile_predictions_loss: 617.9601 - logcount_predictions_loss: 0.2071 10/2441 [..............................] - ETA: 5:39 - loss: 622.0305 - logits_profile_predictions_loss: 618.5181 - logcount_predictions_loss: 0.2078 11/2441 [..............................] - ETA: 5:38 - loss: 622.6872 - logits_profile_predictions_loss: 619.1530 - logcount_predictions_loss: 0.2091 12/2441 [..............................] - ETA: 5:38 - loss: 623.4611 - logits_profile_predictions_loss: 619.9161 - logcount_predictions_loss: 0.2098 13/2441 [..............................] - ETA: 5:38 - loss: 624.1316 - logits_profile_predictions_loss: 620.5800 - logcount_predictions_loss: 0.2102 14/2441 [..............................] - ETA: 5:38 - loss: 624.3856 - logits_profile_predictions_loss: 620.8273 - logcount_predictions_loss: 0.2106 15/2441 [..............................] - ETA: 5:38 - loss: 624.3343 - logits_profile_predictions_loss: 620.7722 - logcount_predictions_loss: 0.2108 16/2441 [..............................] - ETA: 5:38 - loss: 623.9836 - logits_profile_predictions_loss: 620.4112 - logcount_predictions_loss: 0.2114 17/2441 [..............................] - ETA: 5:38 - loss: 623.8986 - logits_profile_predictions_loss: 620.3151 - logcount_predictions_loss: 0.2120 18/2441 [..............................] - ETA: 5:37 - loss: 623.8247 - logits_profile_predictions_loss: 620.2309 - logcount_predictions_loss: 0.2126 19/2441 [..............................] - ETA: 5:37 - loss: 623.9168 - logits_profile_predictions_loss: 620.3123 - logcount_predictions_loss: 0.2133 20/2441 [..............................] - ETA: 5:37 - loss: 624.0012 - logits_profile_predictions_loss: 620.3898 - logcount_predictions_loss: 0.2137 21/2441 [..............................] - ETA: 5:37 - loss: 624.1890 - logits_profile_predictions_loss: 620.5739 - logcount_predictions_loss: 0.2139 22/2441 [..............................] - ETA: 5:37 - loss: 624.3842 - logits_profile_predictions_loss: 620.7680 - logcount_predictions_loss: 0.2140 23/2441 [..............................] - ETA: 5:37 - loss: 624.7408 - logits_profile_predictions_loss: 621.1253 - logcount_predictions_loss: 0.2139 24/2441 [..............................] - ETA: 5:37 - loss: 624.9180 - logits_profile_predictions_loss: 621.2991 - logcount_predictions_loss: 0.2141 25/2441 [..............................] - ETA: 5:36 - loss: 625.0476 - logits_profile_predictions_loss: 621.4272 - logcount_predictions_loss: 0.2142 26/2441 [..............................] - ETA: 5:36 - loss: 625.0782 - logits_profile_predictions_loss: 621.4571 - logcount_predictions_loss: 0.2143 27/2441 [..............................] - ETA: 5:36 - loss: 625.1253 - logits_profile_predictions_loss: 621.5028 - logcount_predictions_loss: 0.2144 28/2441 [..............................] - ETA: 5:36 - loss: 625.2788 - logits_profile_predictions_loss: 621.6544 - logcount_predictions_loss: 0.2145 29/2441 [..............................] - ETA: 5:36 - loss: 625.4471 - logits_profile_predictions_loss: 621.8210 - logcount_predictions_loss: 0.2146 30/2441 [..............................] - ETA: 5:36 - loss: 625.5694 - logits_profile_predictions_loss: 621.9409 - logcount_predictions_loss: 0.2147 31/2441 [..............................] - ETA: 5:35 - loss: 625.7005 - logits_profile_predictions_loss: 622.0705 - logcount_predictions_loss: 0.2148 32/2441 [..............................] - ETA: 5:35 - loss: 625.7450 - logits_profile_predictions_loss: 622.1145 - logcount_predictions_loss: 0.2148 33/2441 [..............................] - ETA: 5:35 - loss: 625.9008 - logits_profile_predictions_loss: 622.2704 - logcount_predictions_loss: 0.2148 34/2441 [..............................] - ETA: 5:35 - loss: 625.9921 - logits_profile_predictions_loss: 622.3562 - logcount_predictions_loss: 0.2151 35/2441 [..............................] - ETA: 5:35 - loss: 626.1075 - logits_profile_predictions_loss: 622.4674 - logcount_predictions_loss: 0.2154 36/2441 [..............................] - ETA: 5:35 - loss: 626.2695 - logits_profile_predictions_loss: 622.6254 - logcount_predictions_loss: 0.2156 37/2441 [..............................] - ETA: 5:35 - loss: 626.4029 - logits_profile_predictions_loss: 622.7550 - logcount_predictions_loss: 0.2159 38/2441 [..............................] - ETA: 5:34 - loss: 626.5231 - logits_profile_predictions_loss: 622.8714 - logcount_predictions_loss: 0.2161 39/2441 [..............................] - ETA: 5:34 - loss: 626.5910 - logits_profile_predictions_loss: 622.9360 - logcount_predictions_loss: 0.2163 40/2441 [..............................] - ETA: 5:34 - loss: 626.6572 - logits_profile_predictions_loss: 623.0001 - logcount_predictions_loss: 0.2164 41/2441 [..............................] - ETA: 5:34 - loss: 626.7259 - logits_profile_predictions_loss: 623.0675 - logcount_predictions_loss: 0.2165 42/2441 [..............................] - ETA: 5:34 - loss: 626.8104 - logits_profile_predictions_loss: 623.1511 - logcount_predictions_loss: 0.2165 43/2441 [..............................] - ETA: 5:34 - loss: 626.8287 - logits_profile_predictions_loss: 623.1682 - logcount_predictions_loss: 0.2166 44/2441 [..............................] - ETA: 5:33 - loss: 626.8679 - logits_profile_predictions_loss: 623.2063 - logcount_predictions_loss: 0.2167 45/2441 [..............................] - ETA: 5:33 - loss: 626.9238 - logits_profile_predictions_loss: 623.2618 - logcount_predictions_loss: 0.2167 46/2441 [..............................] - ETA: 5:33 - loss: 626.9840 - logits_profile_predictions_loss: 623.3217 - logcount_predictions_loss: 0.2167 47/2441 [..............................] - ETA: 5:33 - loss: 627.0474 - logits_profile_predictions_loss: 623.3857 - logcount_predictions_loss: 0.2167 48/2441 [..............................] - ETA: 5:33 - loss: 627.1045 - logits_profile_predictions_loss: 623.4436 - logcount_predictions_loss: 0.2166 49/2441 [..............................] - ETA: 5:33 - loss: 627.1721 - logits_profile_predictions_loss: 623.5119 - logcount_predictions_loss: 0.2166 50/2441 [..............................] - ETA: 5:32 - loss: 627.2263 - logits_profile_predictions_loss: 623.5669 - logcount_predictions_loss: 0.2165 51/2441 [..............................] - ETA: 5:32 - loss: 627.2870 - logits_profile_predictions_loss: 623.6288 - logcount_predictions_loss: 0.2165 52/2441 [..............................] - ETA: 5:32 - loss: 627.3414 - logits_profile_predictions_loss: 623.6848 - logcount_predictions_loss: 0.2164 53/2441 [..............................] - ETA: 5:32 - loss: 627.3839 - logits_profile_predictions_loss: 623.7288 - logcount_predictions_loss: 0.2163 54/2441 [..............................] - ETA: 5:32 - loss: 627.4299 - logits_profile_predictions_loss: 623.7764 - logcount_predictions_loss: 0.2162 55/2441 [..............................] - ETA: 5:32 - loss: 627.4700 - logits_profile_predictions_loss: 623.8183 - logcount_predictions_loss: 0.2161 56/2441 [..............................] - ETA: 5:31 - loss: 627.4924 - logits_profile_predictions_loss: 623.8426 - logcount_predictions_loss: 0.2160 57/2441 [..............................] - ETA: 5:31 - loss: 627.5190 - logits_profile_predictions_loss: 623.8710 - logcount_predictions_loss: 0.2159 58/2441 [..............................] - ETA: 5:31 - loss: 627.5299 - logits_profile_predictions_loss: 623.8838 - logcount_predictions_loss: 0.2157 59/2441 [..............................] - ETA: 5:31 - loss: 627.5116 - logits_profile_predictions_loss: 623.8675 - logcount_predictions_loss: 0.2156 60/2441 [..............................] - ETA: 5:31 - loss: 627.5087 - logits_profile_predictions_loss: 623.8665 - logcount_predictions_loss: 0.2155 61/2441 [..............................] - ETA: 5:31 - loss: 627.5090 - logits_profile_predictions_loss: 623.8690 - logcount_predictions_loss: 0.2154 62/2441 [..............................] - ETA: 5:31 - loss: 627.5117 - logits_profile_predictions_loss: 623.8734 - logcount_predictions_loss: 0.2153 63/2441 [..............................] - ETA: 5:30 - loss: 627.4930 - logits_profile_predictions_loss: 623.8560 - logcount_predictions_loss: 0.2152 64/2441 [..............................] - ETA: 5:30 - loss: 627.4788 - logits_profile_predictions_loss: 623.8429 - logcount_predictions_loss: 0.2151 65/2441 [..............................] - ETA: 5:30 - loss: 627.4590 - logits_profile_predictions_loss: 623.8244 - logcount_predictions_loss: 0.2151 66/2441 [..............................] - ETA: 5:30 - loss: 627.4359 - logits_profile_predictions_loss: 623.8026 - logcount_predictions_loss: 0.2150 67/2441 [..............................] - ETA: 5:30 - loss: 627.3986 - logits_profile_predictions_loss: 623.7657 - logcount_predictions_loss: 0.2150 68/2441 [..............................] - ETA: 5:30 - loss: 627.3558 - logits_profile_predictions_loss: 623.7232 - logcount_predictions_loss: 0.2149 69/2441 [..............................] - ETA: 5:29 - loss: 627.3169 - logits_profile_predictions_loss: 623.6848 - logcount_predictions_loss: 0.2149 70/2441 [..............................] - ETA: 5:29 - loss: 627.2766 - logits_profile_predictions_loss: 623.6450 - logcount_predictions_loss: 0.2149 71/2441 [..............................] - ETA: 5:29 - loss: 627.2420 - logits_profile_predictions_loss: 623.6106 - logcount_predictions_loss: 0.2149 72/2441 [..............................] - ETA: 5:29 - loss: 627.2175 - logits_profile_predictions_loss: 623.5865 - logcount_predictions_loss: 0.2149 73/2441 [..............................] - ETA: 5:29 - loss: 627.1845 - logits_profile_predictions_loss: 623.5537 - logcount_predictions_loss: 0.2148 74/2441 [..............................] - ETA: 5:29 - loss: 627.1325 - logits_profile_predictions_loss: 623.5018 - logcount_predictions_loss: 0.2148 75/2441 [..............................] - ETA: 5:29 - loss: 627.0821 - logits_profile_predictions_loss: 623.4515 - logcount_predictions_loss: 0.2148 76/2441 [..............................] - ETA: 5:28 - loss: 627.0376 - logits_profile_predictions_loss: 623.4072 - logcount_predictions_loss: 0.2148 77/2441 [..............................] - ETA: 5:28 - loss: 627.0072 - logits_profile_predictions_loss: 623.3767 - logcount_predictions_loss: 0.2148 78/2441 [..............................] - ETA: 5:28 - loss: 626.9906 - logits_profile_predictions_loss: 623.3598 - logcount_predictions_loss: 0.2148 79/2441 [..............................] - ETA: 5:28 - loss: 626.9678 - logits_profile_predictions_loss: 623.3369 - logcount_predictions_loss: 0.2148 80/2441 [..............................] - ETA: 5:28 - loss: 626.9520 - logits_profile_predictions_loss: 623.3206 - logcount_predictions_loss: 0.2149 81/2441 [..............................] - ETA: 5:28 - loss: 626.9279 - logits_profile_predictions_loss: 623.2958 - logcount_predictions_loss: 0.2149 82/2441 [>.............................] - ETA: 5:27 - loss: 626.9055 - logits_profile_predictions_loss: 623.2727 - logcount_predictions_loss: 0.2150 83/2441 [>.............................] - ETA: 5:27 - loss: 626.8716 - logits_profile_predictions_loss: 623.2383 - logcount_predictions_loss: 0.2150 84/2441 [>.............................] - ETA: 5:27 - loss: 626.8342 - logits_profile_predictions_loss: 623.2001 - logcount_predictions_loss: 0.2150 85/2441 [>.............................] - ETA: 5:27 - loss: 626.8040 - logits_profile_predictions_loss: 623.1690 - logcount_predictions_loss: 0.2151 86/2441 [>.............................] - ETA: 5:27 - loss: 626.7777 - logits_profile_predictions_loss: 623.1418 - logcount_predictions_loss: 0.2151 87/2441 [>.............................] - ETA: 5:27 - loss: 626.7430 - logits_profile_predictions_loss: 623.1062 - logcount_predictions_loss: 0.2152 88/2441 [>.............................] - ETA: 5:27 - loss: 626.7095 - logits_profile_predictions_loss: 623.0718 - logcount_predictions_loss: 0.2153 89/2441 [>.............................] - ETA: 5:26 - loss: 626.6730 - logits_profile_predictions_loss: 623.0343 - logcount_predictions_loss: 0.2153 90/2441 [>.............................] - ETA: 5:26 - loss: 626.6413 - logits_profile_predictions_loss: 623.0016 - logcount_predictions_loss: 0.2154 91/2441 [>.............................] - ETA: 5:26 - loss: 626.6109 - logits_profile_predictions_loss: 622.9703 - logcount_predictions_loss: 0.2154 92/2441 [>.............................] - ETA: 5:26 - loss: 626.5867 - logits_profile_predictions_loss: 622.9455 - logcount_predictions_loss: 0.2155 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logits_profile_predictions_loss: 622.7753 - logcount_predictions_loss: 0.2156 100/2441 [>.............................] - ETA: 5:25 - loss: 626.3905 - logits_profile_predictions_loss: 622.7458 - logcount_predictions_loss: 0.2157 101/2441 [>.............................] - ETA: 5:25 - loss: 626.3640 - logits_profile_predictions_loss: 622.7190 - logcount_predictions_loss: 0.2157 102/2441 [>.............................] - ETA: 5:25 - loss: 626.3336 - logits_profile_predictions_loss: 622.6882 - logcount_predictions_loss: 0.2157 103/2441 [>.............................] - ETA: 5:25 - loss: 626.3012 - logits_profile_predictions_loss: 622.6556 - logcount_predictions_loss: 0.2157 104/2441 [>.............................] - ETA: 5:24 - loss: 626.2690 - logits_profile_predictions_loss: 622.6232 - logcount_predictions_loss: 0.2157 105/2441 [>.............................] - ETA: 5:24 - loss: 626.2320 - logits_profile_predictions_loss: 622.5862 - logcount_predictions_loss: 0.2157 106/2441 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[============================>.] - ETA: 5s - loss: 624.1630 - logits_profile_predictions_loss: 620.3568 - logcount_predictions_loss: 0.2252 2403/2441 [============================>.] - ETA: 5s - loss: 624.1635 - logits_profile_predictions_loss: 620.3572 - logcount_predictions_loss: 0.2252 2404/2441 [============================>.] - ETA: 5s - loss: 624.1639 - logits_profile_predictions_loss: 620.3577 - logcount_predictions_loss: 0.2252 2405/2441 [============================>.] - ETA: 5s - loss: 624.1644 - logits_profile_predictions_loss: 620.3581 - logcount_predictions_loss: 0.2252 2406/2441 [============================>.] - ETA: 4s - loss: 624.1648 - logits_profile_predictions_loss: 620.3586 - logcount_predictions_loss: 0.2252 2407/2441 [============================>.] - ETA: 4s - loss: 624.1653 - logits_profile_predictions_loss: 620.3590 - logcount_predictions_loss: 0.2252 2408/2441 [============================>.] - ETA: 4s - loss: 624.1657 - logits_profile_predictions_loss: 620.3595 - logcount_predictions_loss: 0.2252 2409/2441 [============================>.] - ETA: 4s - loss: 624.1661 - logits_profile_predictions_loss: 620.3599 - logcount_predictions_loss: 0.2252 2410/2441 [============================>.] - ETA: 4s - loss: 624.1666 - logits_profile_predictions_loss: 620.3604 - logcount_predictions_loss: 0.2252 2411/2441 [============================>.] - ETA: 4s - loss: 624.1670 - logits_profile_predictions_loss: 620.3608 - logcount_predictions_loss: 0.2252 2412/2441 [============================>.] - ETA: 4s - loss: 624.1675 - logits_profile_predictions_loss: 620.3613 - logcount_predictions_loss: 0.2252 2413/2441 [============================>.] - ETA: 3s - loss: 624.1679 - logits_profile_predictions_loss: 620.3617 - logcount_predictions_loss: 0.2252 2414/2441 [============================>.] - ETA: 3s - loss: 624.1683 - logits_profile_predictions_loss: 620.3621 - logcount_predictions_loss: 0.2252 2415/2441 [============================>.] - ETA: 3s - loss: 624.1688 - logits_profile_predictions_loss: 620.3626 - logcount_predictions_loss: 0.2252 2416/2441 [============================>.] - ETA: 3s - loss: 624.1692 - logits_profile_predictions_loss: 620.3630 - logcount_predictions_loss: 0.2252 2417/2441 [============================>.] - ETA: 3s - loss: 624.1696 - logits_profile_predictions_loss: 620.3634 - logcount_predictions_loss: 0.2252 2418/2441 [============================>.] - ETA: 3s - loss: 624.1701 - logits_profile_predictions_loss: 620.3639 - logcount_predictions_loss: 0.2252 2419/2441 [============================>.] - ETA: 3s - loss: 624.1705 - logits_profile_predictions_loss: 620.3643 - logcount_predictions_loss: 0.2252 2420/2441 [============================>.] - ETA: 2s - loss: 624.1709 - logits_profile_predictions_loss: 620.3647 - logcount_predictions_loss: 0.2252 2421/2441 [============================>.] - ETA: 2s - loss: 624.1713 - logits_profile_predictions_loss: 620.3652 - logcount_predictions_loss: 0.2252 2422/2441 [============================>.] - ETA: 2s - loss: 624.1717 - logits_profile_predictions_loss: 620.3656 - logcount_predictions_loss: 0.2252 2423/2441 [============================>.] - ETA: 2s - loss: 624.1722 - logits_profile_predictions_loss: 620.3660 - logcount_predictions_loss: 0.2252 2424/2441 [============================>.] - ETA: 2s - loss: 624.1726 - logits_profile_predictions_loss: 620.3664 - logcount_predictions_loss: 0.2252 2425/2441 [============================>.] - ETA: 2s - loss: 624.1730 - logits_profile_predictions_loss: 620.3668 - logcount_predictions_loss: 0.2252 2426/2441 [============================>.] - ETA: 2s - loss: 624.1734 - logits_profile_predictions_loss: 620.3672 - logcount_predictions_loss: 0.2252 2427/2441 [============================>.] - ETA: 1s - loss: 624.1738 - logits_profile_predictions_loss: 620.3676 - logcount_predictions_loss: 0.2252 2428/2441 [============================>.] - ETA: 1s - loss: 624.1742 - logits_profile_predictions_loss: 620.3680 - logcount_predictions_loss: 0.2252 2429/2441 [============================>.] - ETA: 1s - loss: 624.1746 - logits_profile_predictions_loss: 620.3685 - logcount_predictions_loss: 0.2252 2430/2441 [============================>.] - ETA: 1s - loss: 624.1750 - logits_profile_predictions_loss: 620.3689 - logcount_predictions_loss: 0.2252 2431/2441 [============================>.] - ETA: 1s - loss: 624.1754 - logits_profile_predictions_loss: 620.3693 - logcount_predictions_loss: 0.2252 2432/2441 [============================>.] - ETA: 1s - loss: 624.1758 - logits_profile_predictions_loss: 620.3697 - logcount_predictions_loss: 0.2252 2433/2441 [============================>.] - ETA: 1s - loss: 624.1762 - logits_profile_predictions_loss: 620.3700 - logcount_predictions_loss: 0.2252 2434/2441 [============================>.] - ETA: 0s - loss: 624.1765 - logits_profile_predictions_loss: 620.3704 - logcount_predictions_loss: 0.2252 2435/2441 [============================>.] - ETA: 0s - loss: 624.1769 - logits_profile_predictions_loss: 620.3708 - logcount_predictions_loss: 0.2252 2436/2441 [============================>.] - ETA: 0s - loss: 624.1773 - logits_profile_predictions_loss: 620.3712 - logcount_predictions_loss: 0.2252 2437/2441 [============================>.] - ETA: 0s - loss: 624.1777 - logits_profile_predictions_loss: 620.3716 - logcount_predictions_loss: 0.2252 2438/2441 [============================>.] - ETA: 0s - loss: 624.1781 - logits_profile_predictions_loss: 620.3720 - logcount_predictions_loss: 0.2252 2439/2441 [============================>.] - ETA: 0s - loss: 624.1785 - logits_profile_predictions_loss: 620.3724 - logcount_predictions_loss: 0.2252 2440/2441 [============================>.] - ETA: 0s - loss: 624.1789 - logits_profile_predictions_loss: 620.3728 - logcount_predictions_loss: 0.2252 2441/2441 [==============================] - ETA: 0s - loss: 624.1793 - logits_profile_predictions_loss: 620.3732 - logcount_predictions_loss: 0.2252 2441/2441 [==============================] - 354s 145ms/step - loss: 624.1797 - logits_profile_predictions_loss: 620.3736 - logcount_predictions_loss: 0.2252 - val_loss: 623.2908 - val_logits_profile_predictions_loss: 619.5574 - val_logcount_predictions_loss: 0.2209 Epoch 00009: val_loss did not improve from 620.51300 Epoch 10/50 1/2441 [..............................] - ETA: 6:21 - loss: 684.0776 - logits_profile_predictions_loss: 679.7579 - logcount_predictions_loss: 0.2556 2/2441 [..............................] - ETA: 6:02 - loss: 677.7556 - logits_profile_predictions_loss: 673.7423 - logcount_predictions_loss: 0.2375 3/2441 [..............................] - ETA: 5:52 - loss: 673.4153 - logits_profile_predictions_loss: 669.6074 - logcount_predictions_loss: 0.2253 4/2441 [..............................] - ETA: 5:47 - loss: 670.6853 - logits_profile_predictions_loss: 667.0159 - logcount_predictions_loss: 0.2171 5/2441 [..............................] - ETA: 5:45 - loss: 669.1992 - logits_profile_predictions_loss: 665.5497 - logcount_predictions_loss: 0.2159 6/2441 [..............................] - ETA: 5:44 - loss: 666.5947 - logits_profile_predictions_loss: 662.9368 - logcount_predictions_loss: 0.2164 7/2441 [..............................] - ETA: 5:43 - loss: 663.2144 - logits_profile_predictions_loss: 659.5760 - logcount_predictions_loss: 0.2153 8/2441 [..............................] - ETA: 5:42 - loss: 661.3711 - logits_profile_predictions_loss: 657.7436 - logcount_predictions_loss: 0.2146 9/2441 [..............................] - ETA: 5:41 - loss: 659.1466 - logits_profile_predictions_loss: 655.5517 - logcount_predictions_loss: 0.2127 10/2441 [..............................] - ETA: 5:41 - loss: 657.1283 - logits_profile_predictions_loss: 653.5577 - logcount_predictions_loss: 0.2113 11/2441 [..............................] - ETA: 5:40 - loss: 654.9852 - logits_profile_predictions_loss: 651.4364 - logcount_predictions_loss: 0.2100 12/2441 [..............................] - ETA: 5:40 - loss: 652.6133 - logits_profile_predictions_loss: 649.0835 - logcount_predictions_loss: 0.2089 13/2441 [..............................] - ETA: 5:39 - loss: 650.7004 - logits_profile_predictions_loss: 647.1782 - logcount_predictions_loss: 0.2084 14/2441 [..............................] - ETA: 5:39 - loss: 648.9065 - logits_profile_predictions_loss: 645.3705 - logcount_predictions_loss: 0.2092 15/2441 [..............................] - ETA: 5:39 - loss: 647.3842 - logits_profile_predictions_loss: 643.8412 - logcount_predictions_loss: 0.2096 16/2441 [..............................] - ETA: 5:39 - loss: 646.0639 - logits_profile_predictions_loss: 642.5196 - logcount_predictions_loss: 0.2097 17/2441 [..............................] - ETA: 5:38 - loss: 645.0137 - logits_profile_predictions_loss: 641.4630 - logcount_predictions_loss: 0.2101 18/2441 [..............................] - ETA: 5:38 - loss: 644.2092 - logits_profile_predictions_loss: 640.6490 - logcount_predictions_loss: 0.2107 19/2441 [..............................] - ETA: 5:38 - loss: 643.6313 - logits_profile_predictions_loss: 640.0668 - logcount_predictions_loss: 0.2109 20/2441 [..............................] - ETA: 5:38 - loss: 642.8610 - logits_profile_predictions_loss: 639.2944 - logcount_predictions_loss: 0.2110 21/2441 [..............................] - ETA: 5:37 - loss: 642.3504 - logits_profile_predictions_loss: 638.7839 - logcount_predictions_loss: 0.2110 22/2441 [..............................] - ETA: 5:37 - loss: 641.6908 - logits_profile_predictions_loss: 638.1264 - logcount_predictions_loss: 0.2109 23/2441 [..............................] - ETA: 5:37 - loss: 640.9875 - logits_profile_predictions_loss: 637.4258 - logcount_predictions_loss: 0.2108 24/2441 [..............................] - ETA: 5:37 - loss: 640.3024 - logits_profile_predictions_loss: 636.7449 - logcount_predictions_loss: 0.2105 25/2441 [..............................] - ETA: 5:37 - loss: 639.6583 - logits_profile_predictions_loss: 636.1060 - logcount_predictions_loss: 0.2102 26/2441 [..............................] - ETA: 5:37 - loss: 639.1657 - logits_profile_predictions_loss: 635.6183 - logcount_predictions_loss: 0.2099 27/2441 [..............................] - ETA: 5:36 - loss: 638.6493 - logits_profile_predictions_loss: 635.1056 - logcount_predictions_loss: 0.2097 28/2441 [..............................] - ETA: 5:36 - loss: 638.1066 - logits_profile_predictions_loss: 634.5668 - logcount_predictions_loss: 0.2095 29/2441 [..............................] - ETA: 5:36 - loss: 637.6310 - logits_profile_predictions_loss: 634.0940 - logcount_predictions_loss: 0.2093 30/2441 [..............................] - ETA: 5:36 - loss: 637.1471 - logits_profile_predictions_loss: 633.6131 - logcount_predictions_loss: 0.2091 31/2441 [..............................] - ETA: 5:36 - loss: 636.7351 - logits_profile_predictions_loss: 633.2049 - logcount_predictions_loss: 0.2089 32/2441 [..............................] - ETA: 5:36 - loss: 636.2773 - logits_profile_predictions_loss: 632.7510 - logcount_predictions_loss: 0.2087 33/2441 [..............................] - ETA: 5:36 - loss: 635.8016 - logits_profile_predictions_loss: 632.2792 - logcount_predictions_loss: 0.2084 34/2441 [..............................] - ETA: 5:35 - loss: 635.3542 - logits_profile_predictions_loss: 631.8358 - logcount_predictions_loss: 0.2082 35/2441 [..............................] - ETA: 5:35 - loss: 635.0038 - logits_profile_predictions_loss: 631.4857 - logcount_predictions_loss: 0.2082 36/2441 [..............................] - ETA: 5:35 - loss: 634.6866 - logits_profile_predictions_loss: 631.1696 - logcount_predictions_loss: 0.2081 37/2441 [..............................] - ETA: 5:35 - loss: 634.4155 - logits_profile_predictions_loss: 630.9005 - logcount_predictions_loss: 0.2080 38/2441 [..............................] - ETA: 5:35 - loss: 634.1838 - logits_profile_predictions_loss: 630.6677 - logcount_predictions_loss: 0.2081 39/2441 [..............................] - ETA: 5:34 - loss: 633.9537 - logits_profile_predictions_loss: 630.4370 - logcount_predictions_loss: 0.2081 40/2441 [..............................] - ETA: 5:34 - loss: 633.7166 - logits_profile_predictions_loss: 630.1994 - logcount_predictions_loss: 0.2081 41/2441 [..............................] - ETA: 5:34 - loss: 633.4741 - logits_profile_predictions_loss: 629.9565 - logcount_predictions_loss: 0.2081 42/2441 [..............................] - ETA: 5:34 - loss: 633.2259 - logits_profile_predictions_loss: 629.7083 - logcount_predictions_loss: 0.2081 43/2441 [..............................] - ETA: 5:34 - loss: 633.0250 - logits_profile_predictions_loss: 629.5076 - logcount_predictions_loss: 0.2081 44/2441 [..............................] - ETA: 5:34 - loss: 632.8358 - logits_profile_predictions_loss: 629.3193 - logcount_predictions_loss: 0.2081 45/2441 [..............................] - ETA: 5:33 - loss: 632.6708 - logits_profile_predictions_loss: 629.1553 - logcount_predictions_loss: 0.2080 46/2441 [..............................] - ETA: 5:33 - loss: 632.5039 - logits_profile_predictions_loss: 628.9897 - logcount_predictions_loss: 0.2079 47/2441 [..............................] - ETA: 5:33 - loss: 632.3046 - logits_profile_predictions_loss: 628.7911 - logcount_predictions_loss: 0.2079 48/2441 [..............................] - ETA: 5:33 - loss: 632.1345 - logits_profile_predictions_loss: 628.6217 - logcount_predictions_loss: 0.2079 49/2441 [..............................] - ETA: 5:33 - loss: 631.9564 - logits_profile_predictions_loss: 628.4444 - logcount_predictions_loss: 0.2078 50/2441 [..............................] - ETA: 5:33 - loss: 631.7810 - logits_profile_predictions_loss: 628.2701 - logcount_predictions_loss: 0.2077 51/2441 [..............................] - ETA: 5:32 - loss: 631.6271 - logits_profile_predictions_loss: 628.1158 - logcount_predictions_loss: 0.2078 52/2441 [..............................] - ETA: 5:32 - loss: 631.4900 - logits_profile_predictions_loss: 627.9784 - logcount_predictions_loss: 0.2078 53/2441 [..............................] - ETA: 5:32 - loss: 631.3430 - logits_profile_predictions_loss: 627.8317 - logcount_predictions_loss: 0.2078 54/2441 [..............................] - ETA: 5:32 - loss: 631.1861 - logits_profile_predictions_loss: 627.6755 - logcount_predictions_loss: 0.2077 55/2441 [..............................] - ETA: 5:32 - loss: 631.0443 - logits_profile_predictions_loss: 627.5344 - logcount_predictions_loss: 0.2077 56/2441 [..............................] - ETA: 5:32 - loss: 630.8960 - logits_profile_predictions_loss: 627.3870 - logcount_predictions_loss: 0.2076 57/2441 [..............................] - ETA: 5:31 - loss: 630.7520 - logits_profile_predictions_loss: 627.2437 - logcount_predictions_loss: 0.2076 58/2441 [..............................] - ETA: 5:31 - loss: 630.6176 - logits_profile_predictions_loss: 627.1096 - logcount_predictions_loss: 0.2076 59/2441 [..............................] - ETA: 5:31 - loss: 630.4930 - logits_profile_predictions_loss: 626.9855 - logcount_predictions_loss: 0.2075 60/2441 [..............................] - ETA: 5:31 - loss: 630.3730 - logits_profile_predictions_loss: 626.8658 - logcount_predictions_loss: 0.2075 61/2441 [..............................] - ETA: 5:31 - loss: 630.2652 - logits_profile_predictions_loss: 626.7582 - logcount_predictions_loss: 0.2075 62/2441 [..............................] - ETA: 5:31 - loss: 630.1636 - logits_profile_predictions_loss: 626.6567 - logcount_predictions_loss: 0.2075 63/2441 [..............................] - ETA: 5:30 - loss: 630.0496 - logits_profile_predictions_loss: 626.5433 - logcount_predictions_loss: 0.2075 64/2441 [..............................] - ETA: 5:30 - loss: 629.9397 - logits_profile_predictions_loss: 626.4340 - logcount_predictions_loss: 0.2074 65/2441 [..............................] - ETA: 5:30 - loss: 629.8568 - logits_profile_predictions_loss: 626.3515 - logcount_predictions_loss: 0.2074 66/2441 [..............................] - ETA: 5:30 - loss: 629.7773 - logits_profile_predictions_loss: 626.2725 - logcount_predictions_loss: 0.2074 67/2441 [..............................] - ETA: 5:30 - loss: 629.7109 - logits_profile_predictions_loss: 626.2065 - logcount_predictions_loss: 0.2074 68/2441 [..............................] - ETA: 5:30 - loss: 629.6564 - logits_profile_predictions_loss: 626.1525 - logcount_predictions_loss: 0.2073 69/2441 [..............................] - ETA: 5:29 - loss: 629.5863 - logits_profile_predictions_loss: 626.0829 - logcount_predictions_loss: 0.2073 70/2441 [..............................] - ETA: 5:29 - loss: 629.5222 - logits_profile_predictions_loss: 626.0191 - logcount_predictions_loss: 0.2073 71/2441 [..............................] - ETA: 5:29 - loss: 629.4666 - logits_profile_predictions_loss: 625.9641 - logcount_predictions_loss: 0.2072 72/2441 [..............................] - ETA: 5:29 - loss: 629.4033 - logits_profile_predictions_loss: 625.9012 - logcount_predictions_loss: 0.2072 73/2441 [..............................] - ETA: 5:29 - loss: 629.3367 - logits_profile_predictions_loss: 625.8349 - logcount_predictions_loss: 0.2072 74/2441 [..............................] - ETA: 5:29 - loss: 629.2819 - logits_profile_predictions_loss: 625.7804 - logcount_predictions_loss: 0.2072 75/2441 [..............................] - ETA: 5:29 - loss: 629.2172 - logits_profile_predictions_loss: 625.7160 - logcount_predictions_loss: 0.2072 76/2441 [..............................] - ETA: 5:29 - loss: 629.1671 - logits_profile_predictions_loss: 625.6661 - logcount_predictions_loss: 0.2072 77/2441 [..............................] - ETA: 5:29 - loss: 629.1236 - logits_profile_predictions_loss: 625.6229 - logcount_predictions_loss: 0.2071 78/2441 [..............................] - ETA: 5:28 - loss: 629.0841 - logits_profile_predictions_loss: 625.5838 - logcount_predictions_loss: 0.2071 79/2441 [..............................] - ETA: 5:28 - loss: 629.0428 - logits_profile_predictions_loss: 625.5427 - logcount_predictions_loss: 0.2071 80/2441 [..............................] - ETA: 5:28 - loss: 629.0070 - logits_profile_predictions_loss: 625.5069 - logcount_predictions_loss: 0.2071 81/2441 [..............................] - ETA: 5:28 - loss: 628.9710 - logits_profile_predictions_loss: 625.4713 - logcount_predictions_loss: 0.2071 82/2441 [>.............................] - ETA: 5:28 - loss: 628.9362 - logits_profile_predictions_loss: 625.4369 - logcount_predictions_loss: 0.2071 83/2441 [>.............................] - ETA: 5:28 - loss: 628.9123 - logits_profile_predictions_loss: 625.4134 - logcount_predictions_loss: 0.2070 84/2441 [>.............................] - ETA: 5:27 - loss: 628.8995 - logits_profile_predictions_loss: 625.4010 - logcount_predictions_loss: 0.2070 85/2441 [>.............................] - ETA: 5:27 - loss: 628.8843 - logits_profile_predictions_loss: 625.3862 - logcount_predictions_loss: 0.2070 86/2441 [>.............................] - ETA: 5:27 - loss: 628.8705 - logits_profile_predictions_loss: 625.3728 - logcount_predictions_loss: 0.2070 87/2441 [>.............................] - ETA: 5:27 - loss: 628.8550 - logits_profile_predictions_loss: 625.3579 - logcount_predictions_loss: 0.2069 88/2441 [>.............................] - ETA: 5:27 - loss: 628.8516 - logits_profile_predictions_loss: 625.3552 - logcount_predictions_loss: 0.2069 89/2441 [>.............................] - ETA: 5:27 - loss: 628.8521 - logits_profile_predictions_loss: 625.3563 - logcount_predictions_loss: 0.2069 90/2441 [>.............................] - ETA: 5:27 - loss: 628.8579 - logits_profile_predictions_loss: 625.3623 - logcount_predictions_loss: 0.2068 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logits_profile_predictions_loss: 623.7253 - logcount_predictions_loss: 0.2109 371/2441 [===>..........................] - ETA: 4:48 - loss: 627.2750 - logits_profile_predictions_loss: 623.7109 - logcount_predictions_loss: 0.2109 372/2441 [===>..........................] - ETA: 4:47 - loss: 627.2604 - logits_profile_predictions_loss: 623.6961 - logcount_predictions_loss: 0.2109 373/2441 [===>..........................] - ETA: 4:47 - loss: 627.2462 - logits_profile_predictions_loss: 623.6816 - logcount_predictions_loss: 0.2109 374/2441 [===>..........................] - ETA: 4:47 - loss: 627.2322 - logits_profile_predictions_loss: 623.6673 - logcount_predictions_loss: 0.2110 375/2441 [===>..........................] - ETA: 4:47 - loss: 627.2178 - logits_profile_predictions_loss: 623.6527 - logcount_predictions_loss: 0.2110 376/2441 [===>..........................] - ETA: 4:47 - loss: 627.2035 - logits_profile_predictions_loss: 623.6381 - logcount_predictions_loss: 0.2110 377/2441 [===>..........................] - ETA: 4:47 - loss: 627.1892 - logits_profile_predictions_loss: 623.6236 - logcount_predictions_loss: 0.2110 378/2441 [===>..........................] - ETA: 4:47 - loss: 627.1751 - logits_profile_predictions_loss: 623.6092 - logcount_predictions_loss: 0.2110 379/2441 [===>..........................] - ETA: 4:46 - loss: 627.1610 - logits_profile_predictions_loss: 623.5949 - logcount_predictions_loss: 0.2110 380/2441 [===>..........................] - ETA: 4:46 - loss: 627.1470 - logits_profile_predictions_loss: 623.5807 - logcount_predictions_loss: 0.2110 381/2441 [===>..........................] - ETA: 4:46 - loss: 627.1329 - logits_profile_predictions_loss: 623.5663 - logcount_predictions_loss: 0.2111 382/2441 [===>..........................] - ETA: 4:46 - loss: 627.1187 - logits_profile_predictions_loss: 623.5519 - logcount_predictions_loss: 0.2111 383/2441 [===>..........................] - ETA: 4:46 - loss: 627.1043 - logits_profile_predictions_loss: 623.5372 - logcount_predictions_loss: 0.2111 384/2441 [===>..........................] - ETA: 4:46 - loss: 627.0898 - logits_profile_predictions_loss: 623.5226 - logcount_predictions_loss: 0.2111 385/2441 [===>..........................] - ETA: 4:46 - loss: 627.0754 - logits_profile_predictions_loss: 623.5079 - logcount_predictions_loss: 0.2111 386/2441 [===>..........................] - ETA: 4:45 - loss: 627.0608 - logits_profile_predictions_loss: 623.4931 - logcount_predictions_loss: 0.2111 387/2441 [===>..........................] - ETA: 4:45 - loss: 627.0455 - logits_profile_predictions_loss: 623.4776 - logcount_predictions_loss: 0.2111 388/2441 [===>..........................] - ETA: 4:45 - loss: 627.0303 - logits_profile_predictions_loss: 623.4622 - logcount_predictions_loss: 0.2111 389/2441 [===>..........................] - ETA: 4:45 - loss: 627.0157 - logits_profile_predictions_loss: 623.4474 - logcount_predictions_loss: 0.2112 390/2441 [===>..........................] - ETA: 4:45 - loss: 627.0016 - logits_profile_predictions_loss: 623.4331 - logcount_predictions_loss: 0.2112 391/2441 [===>..........................] - ETA: 4:45 - loss: 626.9881 - logits_profile_predictions_loss: 623.4193 - logcount_predictions_loss: 0.2112 392/2441 [===>..........................] - ETA: 4:45 - loss: 626.9750 - logits_profile_predictions_loss: 623.4060 - logcount_predictions_loss: 0.2112 393/2441 [===>..........................] - ETA: 4:44 - loss: 626.9626 - logits_profile_predictions_loss: 623.3933 - logcount_predictions_loss: 0.2112 394/2441 [===>..........................] - ETA: 4:44 - loss: 626.9502 - logits_profile_predictions_loss: 623.3807 - logcount_predictions_loss: 0.2112 395/2441 [===>..........................] - ETA: 4:44 - loss: 626.9377 - logits_profile_predictions_loss: 623.3680 - logcount_predictions_loss: 0.2112 396/2441 [===>..........................] - ETA: 4:44 - loss: 626.9256 - logits_profile_predictions_loss: 623.3557 - logcount_predictions_loss: 0.2113 397/2441 [===>..........................] - ETA: 4:44 - loss: 626.9133 - logits_profile_predictions_loss: 623.3432 - logcount_predictions_loss: 0.2113 398/2441 [===>..........................] - ETA: 4:44 - loss: 626.9015 - logits_profile_predictions_loss: 623.3312 - logcount_predictions_loss: 0.2113 399/2441 [===>..........................] - ETA: 4:44 - loss: 626.8896 - logits_profile_predictions_loss: 623.3190 - logcount_predictions_loss: 0.2113 400/2441 [===>..........................] - ETA: 4:44 - loss: 626.8778 - logits_profile_predictions_loss: 623.3070 - logcount_predictions_loss: 0.2113 401/2441 [===>..........................] - ETA: 4:43 - loss: 626.8659 - logits_profile_predictions_loss: 623.2948 - logcount_predictions_loss: 0.2113 402/2441 [===>..........................] - ETA: 4:43 - loss: 626.8543 - logits_profile_predictions_loss: 623.2829 - logcount_predictions_loss: 0.2113 403/2441 [===>..........................] - ETA: 4:43 - loss: 626.8429 - logits_profile_predictions_loss: 623.2713 - logcount_predictions_loss: 0.2114 404/2441 [===>..........................] - ETA: 4:43 - loss: 626.8315 - logits_profile_predictions_loss: 623.2596 - logcount_predictions_loss: 0.2114 405/2441 [===>..........................] - ETA: 4:43 - loss: 626.8200 - logits_profile_predictions_loss: 623.2479 - logcount_predictions_loss: 0.2114 406/2441 [===>..........................] - ETA: 4:43 - loss: 626.8085 - logits_profile_predictions_loss: 623.2361 - logcount_predictions_loss: 0.2114 407/2441 [====>.........................] - ETA: 4:43 - loss: 626.7965 - logits_profile_predictions_loss: 623.2239 - logcount_predictions_loss: 0.2114 408/2441 [====>.........................] - ETA: 4:42 - loss: 626.7843 - logits_profile_predictions_loss: 623.2115 - logcount_predictions_loss: 0.2114 409/2441 [====>.........................] - ETA: 4:42 - loss: 626.7725 - logits_profile_predictions_loss: 623.1995 - logcount_predictions_loss: 0.2114 410/2441 [====>.........................] - ETA: 4:42 - loss: 626.7610 - logits_profile_predictions_loss: 623.1877 - logcount_predictions_loss: 0.2114 411/2441 [====>.........................] - ETA: 4:42 - loss: 626.7496 - logits_profile_predictions_loss: 623.1762 - logcount_predictions_loss: 0.2115 412/2441 [====>.........................] - ETA: 4:42 - loss: 626.7382 - logits_profile_predictions_loss: 623.1646 - logcount_predictions_loss: 0.2115 413/2441 [====>.........................] - ETA: 4:42 - loss: 626.7269 - logits_profile_predictions_loss: 623.1530 - logcount_predictions_loss: 0.2115 414/2441 [====>.........................] - ETA: 4:42 - loss: 626.7159 - logits_profile_predictions_loss: 623.1418 - logcount_predictions_loss: 0.2115 415/2441 [====>.........................] - ETA: 4:41 - loss: 626.7055 - logits_profile_predictions_loss: 623.1313 - logcount_predictions_loss: 0.2115 416/2441 [====>.........................] - ETA: 4:41 - loss: 626.6947 - logits_profile_predictions_loss: 623.1202 - logcount_predictions_loss: 0.2115 417/2441 [====>.........................] - ETA: 4:41 - loss: 626.6834 - logits_profile_predictions_loss: 623.1087 - logcount_predictions_loss: 0.2115 418/2441 [====>.........................] - ETA: 4:41 - loss: 626.6724 - logits_profile_predictions_loss: 623.0976 - logcount_predictions_loss: 0.2115 419/2441 [====>.........................] - ETA: 4:41 - loss: 626.6617 - logits_profile_predictions_loss: 623.0866 - logcount_predictions_loss: 0.2116 420/2441 [====>.........................] - ETA: 4:41 - loss: 626.6505 - logits_profile_predictions_loss: 623.0752 - logcount_predictions_loss: 0.2116 421/2441 [====>.........................] - ETA: 4:41 - loss: 626.6391 - logits_profile_predictions_loss: 623.0637 - logcount_predictions_loss: 0.2116 422/2441 [====>.........................] - ETA: 4:40 - loss: 626.6279 - logits_profile_predictions_loss: 623.0522 - logcount_predictions_loss: 0.2116 423/2441 [====>.........................] - ETA: 4:40 - loss: 626.6167 - logits_profile_predictions_loss: 623.0408 - logcount_predictions_loss: 0.2116 424/2441 [====>.........................] - ETA: 4:40 - loss: 626.6053 - logits_profile_predictions_loss: 623.0291 - logcount_predictions_loss: 0.2116 425/2441 [====>.........................] - ETA: 4:40 - loss: 626.5938 - logits_profile_predictions_loss: 623.0174 - logcount_predictions_loss: 0.2116 426/2441 [====>.........................] - ETA: 4:40 - loss: 626.5824 - logits_profile_predictions_loss: 623.0057 - logcount_predictions_loss: 0.2117 427/2441 [====>.........................] - ETA: 4:40 - loss: 626.5713 - logits_profile_predictions_loss: 622.9944 - logcount_predictions_loss: 0.2117 428/2441 [====>.........................] - ETA: 4:40 - loss: 626.5596 - logits_profile_predictions_loss: 622.9825 - logcount_predictions_loss: 0.2117 429/2441 [====>.........................] - ETA: 4:39 - loss: 626.5486 - logits_profile_predictions_loss: 622.9713 - logcount_predictions_loss: 0.2117 430/2441 [====>.........................] - ETA: 4:39 - loss: 626.5376 - logits_profile_predictions_loss: 622.9600 - logcount_predictions_loss: 0.2117 431/2441 [====>.........................] - ETA: 4:39 - loss: 626.5269 - logits_profile_predictions_loss: 622.9492 - logcount_predictions_loss: 0.2117 432/2441 [====>.........................] - ETA: 4:39 - loss: 626.5161 - logits_profile_predictions_loss: 622.9381 - logcount_predictions_loss: 0.2117 433/2441 [====>.........................] - ETA: 4:39 - loss: 626.5050 - logits_profile_predictions_loss: 622.9269 - logcount_predictions_loss: 0.2117 434/2441 [====>.........................] - ETA: 4:39 - loss: 626.4941 - logits_profile_predictions_loss: 622.9157 - logcount_predictions_loss: 0.2118 435/2441 [====>.........................] - ETA: 4:39 - loss: 626.4837 - logits_profile_predictions_loss: 622.9051 - logcount_predictions_loss: 0.2118 436/2441 [====>.........................] - ETA: 4:38 - loss: 626.4733 - logits_profile_predictions_loss: 622.8945 - logcount_predictions_loss: 0.2118 437/2441 [====>.........................] - ETA: 4:38 - loss: 626.4636 - logits_profile_predictions_loss: 622.8846 - logcount_predictions_loss: 0.2118 438/2441 [====>.........................] - ETA: 4:38 - loss: 626.4541 - logits_profile_predictions_loss: 622.8749 - logcount_predictions_loss: 0.2118 439/2441 [====>.........................] - ETA: 4:38 - loss: 626.4449 - logits_profile_predictions_loss: 622.8654 - logcount_predictions_loss: 0.2118 440/2441 [====>.........................] - ETA: 4:38 - loss: 626.4362 - logits_profile_predictions_loss: 622.8566 - logcount_predictions_loss: 0.2118 441/2441 [====>.........................] - ETA: 4:38 - loss: 626.4279 - logits_profile_predictions_loss: 622.8480 - logcount_predictions_loss: 0.2118 442/2441 [====>.........................] - ETA: 4:38 - loss: 626.4197 - logits_profile_predictions_loss: 622.8395 - logcount_predictions_loss: 0.2119 443/2441 [====>.........................] - ETA: 4:37 - loss: 626.4117 - logits_profile_predictions_loss: 622.8313 - logcount_predictions_loss: 0.2119 444/2441 [====>.........................] - ETA: 4:37 - loss: 626.4036 - logits_profile_predictions_loss: 622.8230 - logcount_predictions_loss: 0.2119 445/2441 [====>.........................] - ETA: 4:37 - loss: 626.3958 - logits_profile_predictions_loss: 622.8149 - logcount_predictions_loss: 0.2119 446/2441 [====>.........................] - ETA: 4:37 - loss: 626.3889 - logits_profile_predictions_loss: 622.8078 - logcount_predictions_loss: 0.2119 447/2441 [====>.........................] - ETA: 4:37 - loss: 626.3819 - logits_profile_predictions_loss: 622.8005 - logcount_predictions_loss: 0.2119 448/2441 [====>.........................] - ETA: 4:37 - loss: 626.3747 - logits_profile_predictions_loss: 622.7930 - logcount_predictions_loss: 0.2119 449/2441 [====>.........................] - ETA: 4:37 - loss: 626.3673 - logits_profile_predictions_loss: 622.7855 - logcount_predictions_loss: 0.2120 450/2441 [====>.........................] - ETA: 4:37 - loss: 626.3607 - logits_profile_predictions_loss: 622.7786 - logcount_predictions_loss: 0.2120 451/2441 [====>.........................] - ETA: 4:36 - loss: 626.3540 - logits_profile_predictions_loss: 622.7716 - logcount_predictions_loss: 0.2120 452/2441 [====>.........................] - ETA: 4:36 - loss: 626.3474 - logits_profile_predictions_loss: 622.7648 - logcount_predictions_loss: 0.2120 453/2441 [====>.........................] - ETA: 4:36 - loss: 626.3406 - logits_profile_predictions_loss: 622.7578 - logcount_predictions_loss: 0.2120 454/2441 [====>.........................] - ETA: 4:36 - loss: 626.3340 - logits_profile_predictions_loss: 622.7509 - logcount_predictions_loss: 0.2120 455/2441 [====>.........................] - ETA: 4:36 - loss: 626.3273 - logits_profile_predictions_loss: 622.7439 - logcount_predictions_loss: 0.2120 456/2441 [====>.........................] - ETA: 4:36 - loss: 626.3203 - logits_profile_predictions_loss: 622.7367 - logcount_predictions_loss: 0.2121 457/2441 [====>.........................] - ETA: 4:36 - loss: 626.3139 - logits_profile_predictions_loss: 622.7300 - logcount_predictions_loss: 0.2121 458/2441 [====>.........................] - ETA: 4:35 - loss: 626.3076 - logits_profile_predictions_loss: 622.7235 - logcount_predictions_loss: 0.2121 459/2441 [====>.........................] - ETA: 4:35 - loss: 626.3017 - logits_profile_predictions_loss: 622.7173 - logcount_predictions_loss: 0.2121 460/2441 [====>.........................] - ETA: 4:35 - loss: 626.2962 - logits_profile_predictions_loss: 622.7116 - logcount_predictions_loss: 0.2121 461/2441 [====>.........................] - ETA: 4:35 - loss: 626.2909 - logits_profile_predictions_loss: 622.7060 - logcount_predictions_loss: 0.2121 462/2441 [====>.........................] - ETA: 4:35 - loss: 626.2854 - logits_profile_predictions_loss: 622.7003 - logcount_predictions_loss: 0.2122 463/2441 [====>.........................] - ETA: 4:35 - loss: 626.2802 - logits_profile_predictions_loss: 622.6949 - logcount_predictions_loss: 0.2122 464/2441 [====>.........................] - ETA: 4:35 - loss: 626.2752 - logits_profile_predictions_loss: 622.6896 - logcount_predictions_loss: 0.2122 465/2441 [====>.........................] - ETA: 4:34 - loss: 626.2701 - logits_profile_predictions_loss: 622.6843 - logcount_predictions_loss: 0.2122 466/2441 [====>.........................] - ETA: 4:34 - loss: 626.2650 - logits_profile_predictions_loss: 622.6789 - logcount_predictions_loss: 0.2122 467/2441 [====>.........................] - ETA: 4:34 - loss: 626.2601 - logits_profile_predictions_loss: 622.6737 - logcount_predictions_loss: 0.2122 468/2441 [====>.........................] - ETA: 4:34 - loss: 626.2552 - logits_profile_predictions_loss: 622.6686 - logcount_predictions_loss: 0.2122 469/2441 [====>.........................] - ETA: 4:34 - loss: 626.2502 - logits_profile_predictions_loss: 622.6634 - logcount_predictions_loss: 0.2123 470/2441 [====>.........................] - ETA: 4:34 - loss: 626.2458 - logits_profile_predictions_loss: 622.6587 - logcount_predictions_loss: 0.2123 471/2441 [====>.........................] - ETA: 4:34 - loss: 626.2415 - logits_profile_predictions_loss: 622.6541 - logcount_predictions_loss: 0.2123 472/2441 [====>.........................] - ETA: 4:33 - loss: 626.2371 - logits_profile_predictions_loss: 622.6495 - logcount_predictions_loss: 0.2123 473/2441 [====>.........................] - ETA: 4:33 - loss: 626.2324 - logits_profile_predictions_loss: 622.6445 - logcount_predictions_loss: 0.2123 474/2441 [====>.........................] - ETA: 4:33 - loss: 626.2277 - logits_profile_predictions_loss: 622.6396 - logcount_predictions_loss: 0.2123 475/2441 [====>.........................] - ETA: 4:33 - loss: 626.2230 - logits_profile_predictions_loss: 622.6346 - logcount_predictions_loss: 0.2123 476/2441 [====>.........................] - ETA: 4:33 - loss: 626.2181 - logits_profile_predictions_loss: 622.6295 - logcount_predictions_loss: 0.2124 477/2441 [====>.........................] - ETA: 4:33 - loss: 626.2130 - logits_profile_predictions_loss: 622.6242 - logcount_predictions_loss: 0.2124 478/2441 [====>.........................] - ETA: 4:33 - loss: 626.2079 - logits_profile_predictions_loss: 622.6188 - logcount_predictions_loss: 0.2124 479/2441 [====>.........................] - ETA: 4:32 - loss: 626.2030 - logits_profile_predictions_loss: 622.6136 - logcount_predictions_loss: 0.2124 480/2441 [====>.........................] - ETA: 4:32 - loss: 626.1979 - logits_profile_predictions_loss: 622.6082 - logcount_predictions_loss: 0.2124 481/2441 [====>.........................] - ETA: 4:32 - loss: 626.1928 - logits_profile_predictions_loss: 622.6028 - logcount_predictions_loss: 0.2124 482/2441 [====>.........................] - ETA: 4:32 - loss: 626.1879 - logits_profile_predictions_loss: 622.5977 - logcount_predictions_loss: 0.2125 483/2441 [====>.........................] - ETA: 4:32 - loss: 626.1832 - logits_profile_predictions_loss: 622.5927 - logcount_predictions_loss: 0.2125 484/2441 [====>.........................] - ETA: 4:32 - loss: 626.1784 - logits_profile_predictions_loss: 622.5876 - logcount_predictions_loss: 0.2125 485/2441 [====>.........................] - ETA: 4:32 - loss: 626.1736 - logits_profile_predictions_loss: 622.5826 - logcount_predictions_loss: 0.2125 486/2441 [====>.........................] - ETA: 4:31 - loss: 626.1689 - logits_profile_predictions_loss: 622.5777 - logcount_predictions_loss: 0.2125 487/2441 [====>.........................] - ETA: 4:31 - loss: 626.1646 - 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[=====>........................] - ETA: 4:30 - loss: 626.1362 - logits_profile_predictions_loss: 622.5428 - logcount_predictions_loss: 0.2126 495/2441 [=====>........................] - ETA: 4:30 - loss: 626.1322 - logits_profile_predictions_loss: 622.5386 - logcount_predictions_loss: 0.2127 496/2441 [=====>........................] - ETA: 4:30 - loss: 626.1283 - logits_profile_predictions_loss: 622.5345 - logcount_predictions_loss: 0.2127 497/2441 [=====>........................] - ETA: 4:30 - loss: 626.1242 - logits_profile_predictions_loss: 622.5300 - logcount_predictions_loss: 0.2127 498/2441 [=====>........................] - ETA: 4:30 - loss: 626.1200 - logits_profile_predictions_loss: 622.5256 - logcount_predictions_loss: 0.2127 499/2441 [=====>........................] - ETA: 4:30 - loss: 626.1158 - logits_profile_predictions_loss: 622.5211 - logcount_predictions_loss: 0.2127 500/2441 [=====>........................] - ETA: 4:30 - loss: 626.1112 - 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[=====>........................] - ETA: 4:23 - loss: 625.9366 - logits_profile_predictions_loss: 622.3313 - logcount_predictions_loss: 0.2134 547/2441 [=====>........................] - ETA: 4:23 - loss: 625.9335 - logits_profile_predictions_loss: 622.3280 - logcount_predictions_loss: 0.2134 548/2441 [=====>........................] - ETA: 4:23 - loss: 625.9303 - logits_profile_predictions_loss: 622.3246 - logcount_predictions_loss: 0.2134 549/2441 [=====>........................] - ETA: 4:23 - loss: 625.9270 - logits_profile_predictions_loss: 622.3211 - logcount_predictions_loss: 0.2134 550/2441 [=====>........................] - ETA: 4:23 - loss: 625.9237 - logits_profile_predictions_loss: 622.3177 - logcount_predictions_loss: 0.2134 551/2441 [=====>........................] - ETA: 4:22 - loss: 625.9206 - logits_profile_predictions_loss: 622.3143 - logcount_predictions_loss: 0.2134 552/2441 [=====>........................] - ETA: 4:22 - loss: 625.9176 - 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[============================>.] - ETA: 1s - loss: 625.5014 - logits_profile_predictions_loss: 621.8121 - logcount_predictions_loss: 0.2183 2434/2441 [============================>.] - ETA: 0s - loss: 625.5009 - logits_profile_predictions_loss: 621.8116 - logcount_predictions_loss: 0.2183 2435/2441 [============================>.] - ETA: 0s - loss: 625.5004 - logits_profile_predictions_loss: 621.8111 - logcount_predictions_loss: 0.2183 2436/2441 [============================>.] - ETA: 0s - loss: 625.4999 - logits_profile_predictions_loss: 621.8106 - logcount_predictions_loss: 0.2183 2437/2441 [============================>.] - ETA: 0s - loss: 625.4994 - logits_profile_predictions_loss: 621.8101 - logcount_predictions_loss: 0.2183 2438/2441 [============================>.] - ETA: 0s - loss: 625.4989 - logits_profile_predictions_loss: 621.8096 - logcount_predictions_loss: 0.2183 2439/2441 [============================>.] - ETA: 0s - loss: 625.4985 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:40 - loss: 652.6040 - logits_profile_predictions_loss: 648.8262 - logcount_predictions_loss: 0.2235 4/2441 [..............................] - ETA: 5:40 - loss: 644.5830 - logits_profile_predictions_loss: 640.7411 - logcount_predictions_loss: 0.2273 5/2441 [..............................] - ETA: 5:40 - loss: 639.4659 - logits_profile_predictions_loss: 635.6282 - logcount_predictions_loss: 0.2271 6/2441 [..............................] - ETA: 5:39 - loss: 635.1086 - logits_profile_predictions_loss: 631.2982 - logcount_predictions_loss: 0.2255 7/2441 [..............................] - ETA: 5:39 - loss: 631.0321 - logits_profile_predictions_loss: 627.2567 - logcount_predictions_loss: 0.2234 8/2441 [..............................] - ETA: 5:39 - loss: 628.6161 - logits_profile_predictions_loss: 624.8739 - logcount_predictions_loss: 0.2214 9/2441 [..............................] - ETA: 5:39 - loss: 626.7262 - logits_profile_predictions_loss: 623.0087 - logcount_predictions_loss: 0.2200 10/2441 [..............................] - ETA: 5:38 - loss: 625.6722 - logits_profile_predictions_loss: 621.9808 - logcount_predictions_loss: 0.2184 11/2441 [..............................] - ETA: 5:38 - loss: 624.5653 - logits_profile_predictions_loss: 620.9041 - logcount_predictions_loss: 0.2166 12/2441 [..............................] - ETA: 5:38 - loss: 623.8277 - logits_profile_predictions_loss: 620.1973 - logcount_predictions_loss: 0.2148 13/2441 [..............................] - ETA: 5:38 - loss: 623.3278 - logits_profile_predictions_loss: 619.7258 - logcount_predictions_loss: 0.2131 14/2441 [..............................] - ETA: 5:38 - loss: 622.8232 - logits_profile_predictions_loss: 619.2445 - logcount_predictions_loss: 0.2118 15/2441 [..............................] - ETA: 5:38 - loss: 622.5264 - logits_profile_predictions_loss: 618.9671 - logcount_predictions_loss: 0.2106 16/2441 [..............................] - ETA: 5:37 - loss: 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[..............................] - ETA: 5:36 - loss: 620.9412 - logits_profile_predictions_loss: 617.4400 - logcount_predictions_loss: 0.2072 24/2441 [..............................] - ETA: 5:36 - loss: 621.1121 - logits_profile_predictions_loss: 617.6074 - logcount_predictions_loss: 0.2074 25/2441 [..............................] - ETA: 5:36 - loss: 621.4198 - logits_profile_predictions_loss: 617.9122 - logcount_predictions_loss: 0.2076 26/2441 [..............................] - ETA: 5:36 - loss: 621.7253 - logits_profile_predictions_loss: 618.2146 - logcount_predictions_loss: 0.2077 27/2441 [..............................] - ETA: 5:36 - loss: 622.0787 - logits_profile_predictions_loss: 618.5674 - logcount_predictions_loss: 0.2078 28/2441 [..............................] - ETA: 5:35 - loss: 622.5307 - logits_profile_predictions_loss: 619.0181 - logcount_predictions_loss: 0.2078 29/2441 [..............................] - ETA: 5:35 - loss: 622.9567 - logits_profile_predictions_loss: 619.4440 - logcount_predictions_loss: 0.2079 30/2441 [..............................] - ETA: 5:35 - loss: 623.2378 - logits_profile_predictions_loss: 619.7260 - logcount_predictions_loss: 0.2078 31/2441 [..............................] - ETA: 5:35 - loss: 623.4727 - logits_profile_predictions_loss: 619.9618 - logcount_predictions_loss: 0.2077 32/2441 [..............................] - ETA: 5:36 - loss: 623.6940 - logits_profile_predictions_loss: 620.1859 - logcount_predictions_loss: 0.2076 33/2441 [..............................] - ETA: 5:36 - loss: 623.9149 - logits_profile_predictions_loss: 620.4059 - logcount_predictions_loss: 0.2076 34/2441 [..............................] - ETA: 5:36 - loss: 624.0696 - logits_profile_predictions_loss: 620.5590 - logcount_predictions_loss: 0.2077 35/2441 [..............................] - ETA: 5:35 - loss: 624.2130 - logits_profile_predictions_loss: 620.7019 - logcount_predictions_loss: 0.2078 36/2441 [..............................] - ETA: 5:35 - loss: 624.3477 - logits_profile_predictions_loss: 620.8366 - logcount_predictions_loss: 0.2078 37/2441 [..............................] - ETA: 5:35 - loss: 624.4619 - logits_profile_predictions_loss: 620.9506 - logcount_predictions_loss: 0.2078 38/2441 [..............................] - ETA: 5:35 - loss: 624.6511 - logits_profile_predictions_loss: 621.1392 - logcount_predictions_loss: 0.2078 39/2441 [..............................] - ETA: 5:35 - loss: 624.8243 - logits_profile_predictions_loss: 621.3124 - logcount_predictions_loss: 0.2078 40/2441 [..............................] - ETA: 5:35 - loss: 624.9566 - logits_profile_predictions_loss: 621.4450 - logcount_predictions_loss: 0.2078 41/2441 [..............................] - ETA: 5:34 - loss: 625.0539 - logits_profile_predictions_loss: 621.5428 - logcount_predictions_loss: 0.2078 42/2441 [..............................] - ETA: 5:34 - loss: 625.1867 - logits_profile_predictions_loss: 621.6765 - logcount_predictions_loss: 0.2077 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logits_profile_predictions_loss: 622.1430 - logcount_predictions_loss: 0.2076 50/2441 [..............................] - ETA: 5:33 - loss: 625.7104 - logits_profile_predictions_loss: 622.2006 - logcount_predictions_loss: 0.2077 51/2441 [..............................] - ETA: 5:33 - loss: 625.7425 - logits_profile_predictions_loss: 622.2323 - logcount_predictions_loss: 0.2077 52/2441 [..............................] - ETA: 5:33 - loss: 625.7683 - logits_profile_predictions_loss: 622.2578 - logcount_predictions_loss: 0.2077 53/2441 [..............................] - ETA: 5:32 - loss: 625.7895 - logits_profile_predictions_loss: 622.2789 - logcount_predictions_loss: 0.2077 54/2441 [..............................] - ETA: 5:32 - loss: 625.8102 - logits_profile_predictions_loss: 622.2991 - logcount_predictions_loss: 0.2078 55/2441 [..............................] - ETA: 5:32 - loss: 625.8383 - logits_profile_predictions_loss: 622.3270 - logcount_predictions_loss: 0.2078 56/2441 [..............................] - ETA: 5:32 - loss: 625.8620 - logits_profile_predictions_loss: 622.3506 - logcount_predictions_loss: 0.2078 57/2441 [..............................] - ETA: 5:32 - loss: 625.8930 - logits_profile_predictions_loss: 622.3819 - logcount_predictions_loss: 0.2078 58/2441 [..............................] - ETA: 5:32 - loss: 625.9233 - logits_profile_predictions_loss: 622.4125 - logcount_predictions_loss: 0.2077 59/2441 [..............................] - ETA: 5:32 - loss: 625.9230 - logits_profile_predictions_loss: 622.4130 - logcount_predictions_loss: 0.2077 60/2441 [..............................] - ETA: 5:31 - loss: 625.9267 - logits_profile_predictions_loss: 622.4177 - logcount_predictions_loss: 0.2076 61/2441 [..............................] - ETA: 5:31 - loss: 625.9210 - logits_profile_predictions_loss: 622.4133 - logcount_predictions_loss: 0.2076 62/2441 [..............................] - ETA: 5:31 - loss: 625.9181 - logits_profile_predictions_loss: 622.4117 - logcount_predictions_loss: 0.2075 63/2441 [..............................] - ETA: 5:31 - loss: 625.8821 - logits_profile_predictions_loss: 622.3774 - logcount_predictions_loss: 0.2074 64/2441 [..............................] - ETA: 5:31 - loss: 625.8492 - logits_profile_predictions_loss: 622.3463 - logcount_predictions_loss: 0.2073 65/2441 [..............................] - ETA: 5:31 - loss: 625.8084 - logits_profile_predictions_loss: 622.3064 - logcount_predictions_loss: 0.2072 66/2441 [..............................] - ETA: 5:30 - loss: 625.7791 - logits_profile_predictions_loss: 622.2784 - logcount_predictions_loss: 0.2071 67/2441 [..............................] - ETA: 5:30 - loss: 625.7562 - logits_profile_predictions_loss: 622.2564 - logcount_predictions_loss: 0.2071 68/2441 [..............................] - ETA: 5:30 - loss: 625.7244 - logits_profile_predictions_loss: 622.2255 - logcount_predictions_loss: 0.2070 69/2441 [..............................] - ETA: 5:30 - loss: 625.6868 - logits_profile_predictions_loss: 622.1886 - logcount_predictions_loss: 0.2070 70/2441 [..............................] - ETA: 5:30 - loss: 625.6431 - logits_profile_predictions_loss: 622.1452 - logcount_predictions_loss: 0.2070 71/2441 [..............................] - ETA: 5:30 - loss: 625.5955 - logits_profile_predictions_loss: 622.0978 - logcount_predictions_loss: 0.2070 72/2441 [..............................] - ETA: 5:29 - loss: 625.5413 - logits_profile_predictions_loss: 622.0433 - logcount_predictions_loss: 0.2070 73/2441 [..............................] - ETA: 5:29 - loss: 625.5077 - logits_profile_predictions_loss: 622.0095 - logcount_predictions_loss: 0.2070 74/2441 [..............................] - ETA: 5:29 - loss: 625.4779 - logits_profile_predictions_loss: 621.9796 - logcount_predictions_loss: 0.2070 75/2441 [..............................] - ETA: 5:29 - loss: 625.4559 - logits_profile_predictions_loss: 621.9575 - logcount_predictions_loss: 0.2070 76/2441 [..............................] - ETA: 5:29 - loss: 625.4303 - logits_profile_predictions_loss: 621.9318 - logcount_predictions_loss: 0.2070 77/2441 [..............................] - ETA: 5:29 - loss: 625.3974 - logits_profile_predictions_loss: 621.8987 - logcount_predictions_loss: 0.2070 78/2441 [..............................] - ETA: 5:29 - loss: 625.3709 - logits_profile_predictions_loss: 621.8720 - logcount_predictions_loss: 0.2070 79/2441 [..............................] - ETA: 5:29 - loss: 625.3375 - logits_profile_predictions_loss: 621.8377 - logcount_predictions_loss: 0.2071 80/2441 [..............................] - ETA: 5:28 - loss: 625.3039 - logits_profile_predictions_loss: 621.8032 - logcount_predictions_loss: 0.2071 81/2441 [..............................] - ETA: 5:28 - loss: 625.2794 - logits_profile_predictions_loss: 621.7780 - logcount_predictions_loss: 0.2072 82/2441 [>.............................] - ETA: 5:28 - loss: 625.2628 - logits_profile_predictions_loss: 621.7607 - logcount_predictions_loss: 0.2072 83/2441 [>.............................] - ETA: 5:28 - loss: 625.2420 - logits_profile_predictions_loss: 621.7389 - logcount_predictions_loss: 0.2073 84/2441 [>.............................] - ETA: 5:28 - loss: 625.2219 - logits_profile_predictions_loss: 621.7174 - logcount_predictions_loss: 0.2074 85/2441 [>.............................] - ETA: 5:28 - loss: 625.2042 - logits_profile_predictions_loss: 621.6983 - logcount_predictions_loss: 0.2074 86/2441 [>.............................] - ETA: 5:28 - loss: 625.1790 - logits_profile_predictions_loss: 621.6719 - logcount_predictions_loss: 0.2075 87/2441 [>.............................] - ETA: 5:28 - loss: 625.1456 - logits_profile_predictions_loss: 621.6373 - logcount_predictions_loss: 0.2076 88/2441 [>.............................] - ETA: 5:27 - loss: 625.1148 - logits_profile_predictions_loss: 621.6056 - logcount_predictions_loss: 0.2076 89/2441 [>.............................] - ETA: 5:27 - loss: 625.0844 - logits_profile_predictions_loss: 621.5742 - logcount_predictions_loss: 0.2077 90/2441 [>.............................] - ETA: 5:27 - loss: 625.0543 - logits_profile_predictions_loss: 621.5432 - logcount_predictions_loss: 0.2078 91/2441 [>.............................] - ETA: 5:27 - loss: 625.0217 - logits_profile_predictions_loss: 621.5096 - logcount_predictions_loss: 0.2078 92/2441 [>.............................] - ETA: 5:27 - loss: 624.9889 - logits_profile_predictions_loss: 621.4759 - logcount_predictions_loss: 0.2079 93/2441 [>.............................] - ETA: 5:27 - loss: 624.9655 - logits_profile_predictions_loss: 621.4517 - logcount_predictions_loss: 0.2079 94/2441 [>.............................] - ETA: 5:27 - loss: 624.9377 - logits_profile_predictions_loss: 621.4230 - logcount_predictions_loss: 0.2080 95/2441 [>.............................] - ETA: 5:26 - loss: 624.9117 - logits_profile_predictions_loss: 621.3963 - logcount_predictions_loss: 0.2080 96/2441 [>.............................] - ETA: 5:26 - loss: 624.8915 - logits_profile_predictions_loss: 621.3754 - logcount_predictions_loss: 0.2080 97/2441 [>.............................] - ETA: 5:26 - loss: 624.8688 - logits_profile_predictions_loss: 621.3521 - logcount_predictions_loss: 0.2081 98/2441 [>.............................] - ETA: 5:26 - loss: 624.8430 - logits_profile_predictions_loss: 621.3256 - logcount_predictions_loss: 0.2081 99/2441 [>.............................] - ETA: 5:26 - loss: 624.8160 - logits_profile_predictions_loss: 621.2979 - logcount_predictions_loss: 0.2082 100/2441 [>.............................] - ETA: 5:26 - loss: 624.7872 - logits_profile_predictions_loss: 621.2685 - logcount_predictions_loss: 0.2082 101/2441 [>.............................] - ETA: 5:26 - loss: 624.7620 - logits_profile_predictions_loss: 621.2429 - logcount_predictions_loss: 0.2082 102/2441 [>.............................] - ETA: 5:25 - loss: 624.7426 - logits_profile_predictions_loss: 621.2230 - logcount_predictions_loss: 0.2083 103/2441 [>.............................] - ETA: 5:25 - loss: 624.7231 - logits_profile_predictions_loss: 621.2031 - logcount_predictions_loss: 0.2083 104/2441 [>.............................] - ETA: 5:25 - loss: 624.7030 - logits_profile_predictions_loss: 621.1828 - logcount_predictions_loss: 0.2083 105/2441 [>.............................] - ETA: 5:25 - loss: 624.6835 - logits_profile_predictions_loss: 621.1632 - logcount_predictions_loss: 0.2083 106/2441 [>.............................] - ETA: 5:25 - loss: 624.6686 - logits_profile_predictions_loss: 621.1481 - logcount_predictions_loss: 0.2083 107/2441 [>.............................] - ETA: 5:25 - loss: 624.6520 - logits_profile_predictions_loss: 621.1314 - logcount_predictions_loss: 0.2083 108/2441 [>.............................] - ETA: 5:25 - loss: 624.6360 - logits_profile_predictions_loss: 621.1154 - logcount_predictions_loss: 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logits_profile_predictions_loss: 620.8706 - logcount_predictions_loss: 0.2084 116/2441 [>.............................] - ETA: 5:23 - loss: 624.3466 - logits_profile_predictions_loss: 620.8232 - logcount_predictions_loss: 0.2085 117/2441 [>.............................] - ETA: 5:23 - loss: 624.3016 - logits_profile_predictions_loss: 620.7776 - logcount_predictions_loss: 0.2085 118/2441 [>.............................] - ETA: 5:23 - loss: 624.2502 - logits_profile_predictions_loss: 620.7257 - logcount_predictions_loss: 0.2085 119/2441 [>.............................] - ETA: 5:23 - loss: 624.1994 - logits_profile_predictions_loss: 620.6744 - logcount_predictions_loss: 0.2086 120/2441 [>.............................] - ETA: 5:23 - loss: 624.1512 - logits_profile_predictions_loss: 620.6257 - logcount_predictions_loss: 0.2086 121/2441 [>.............................] - ETA: 5:23 - loss: 624.0993 - logits_profile_predictions_loss: 620.5734 - logcount_predictions_loss: 0.2086 122/2441 [>.............................] - ETA: 5:22 - loss: 624.0461 - logits_profile_predictions_loss: 620.5197 - logcount_predictions_loss: 0.2087 123/2441 [>.............................] - ETA: 5:22 - loss: 623.9893 - logits_profile_predictions_loss: 620.4625 - logcount_predictions_loss: 0.2087 124/2441 [>.............................] - ETA: 5:22 - loss: 623.9258 - logits_profile_predictions_loss: 620.3986 - logcount_predictions_loss: 0.2087 125/2441 [>.............................] - ETA: 5:22 - loss: 623.8639 - logits_profile_predictions_loss: 620.3362 - logcount_predictions_loss: 0.2087 126/2441 [>.............................] - ETA: 5:22 - loss: 623.8056 - logits_profile_predictions_loss: 620.2773 - logcount_predictions_loss: 0.2088 127/2441 [>.............................] - ETA: 5:22 - loss: 623.7481 - logits_profile_predictions_loss: 620.2194 - logcount_predictions_loss: 0.2088 128/2441 [>.............................] - ETA: 5:22 - loss: 623.6948 - 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[============================>.] - ETA: 0s - loss: 617.3651 - logits_profile_predictions_loss: 613.8900 - logcount_predictions_loss: 0.2056 2439/2441 [============================>.] - ETA: 0s - loss: 617.3654 - logits_profile_predictions_loss: 613.8903 - logcount_predictions_loss: 0.2056 2440/2441 [============================>.] - ETA: 0s - loss: 617.3657 - logits_profile_predictions_loss: 613.8906 - logcount_predictions_loss: 0.2056 2441/2441 [==============================] - ETA: 0s - loss: 617.3660 - logits_profile_predictions_loss: 613.8909 - logcount_predictions_loss: 0.2056 2441/2441 [==============================] - 354s 145ms/step - loss: 617.3662 - logits_profile_predictions_loss: 613.8912 - logcount_predictions_loss: 0.2056 - val_loss: 622.7209 - val_logits_profile_predictions_loss: 618.9321 - val_logcount_predictions_loss: 0.2242 Epoch 00011: val_loss did not improve from 620.51300 Epoch 12/50 1/2441 [..............................] - ETA: 6:16 - loss: 587.7610 - 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[============================>.] - ETA: 9s - loss: 614.6394 - logits_profile_predictions_loss: 611.3667 - logcount_predictions_loss: 0.1936  2371/2441 [============================>.] - ETA: 9s - loss: 614.6393 - logits_profile_predictions_loss: 611.3665 - logcount_predictions_loss: 0.1936 2372/2441 [============================>.] - ETA: 9s - loss: 614.6391 - logits_profile_predictions_loss: 611.3663 - logcount_predictions_loss: 0.1936 2373/2441 [============================>.] - ETA: 9s - loss: 614.6390 - logits_profile_predictions_loss: 611.3662 - logcount_predictions_loss: 0.1936 2374/2441 [============================>.] - ETA: 9s - loss: 614.6388 - logits_profile_predictions_loss: 611.3660 - logcount_predictions_loss: 0.1937 2375/2441 [============================>.] - ETA: 9s - loss: 614.6386 - logits_profile_predictions_loss: 611.3658 - logcount_predictions_loss: 0.1937 2376/2441 [============================>.] - ETA: 9s - loss: 614.6385 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 614.6303 - logits_profile_predictions_loss: 611.3566 - logcount_predictions_loss: 0.1937 2437/2441 [============================>.] - ETA: 0s - loss: 614.6302 - logits_profile_predictions_loss: 611.3565 - logcount_predictions_loss: 0.1937 2438/2441 [============================>.] - ETA: 0s - loss: 614.6301 - logits_profile_predictions_loss: 611.3563 - logcount_predictions_loss: 0.1937 2439/2441 [============================>.] - ETA: 0s - loss: 614.6300 - logits_profile_predictions_loss: 611.3562 - logcount_predictions_loss: 0.1937 2440/2441 [============================>.] - ETA: 0s - loss: 614.6299 - logits_profile_predictions_loss: 611.3561 - logcount_predictions_loss: 0.1937 2441/2441 [==============================] - ETA: 0s - loss: 614.6298 - logits_profile_predictions_loss: 611.3560 - logcount_predictions_loss: 0.1937 2441/2441 [==============================] - 354s 145ms/step - loss: 614.6297 - logits_profile_predictions_loss: 611.3559 - logcount_predictions_loss: 0.1937 - val_loss: 622.7439 - val_logits_profile_predictions_loss: 618.9875 - val_logcount_predictions_loss: 0.2223 Epoch 00012: val_loss did not improve from 620.51300 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-10-16_23-28-08: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(42770, 10) loading nonpeaks... got split:test for bed regions:(39475, 10) 0/322 100/322 200/322 300/322 2022-10-16_23-31-39: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(42770, 10) loading nonpeaks... got split:test for bed regions:(39475, 10) 0/322 100/322 200/322 300/322 2022-10-16_23-34-45: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR709PZI//preprocessing/bigWigs/ENCSR709PZI.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(42770, 10) loading nonpeaks... got split:test for bed regions:(39475, 10) 0/322 100/322 200/322 300/322 2022-10-16_23-36-50: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-16_23-36-50: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//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 1/36 [..............................] - ETA: 3:37 3/36 [=>............................] - ETA: 10s  4/36 [==>...........................] - ETA: 13s 5/36 [===>..........................] - ETA: 14s 6/36 [====>.........................] - ETA: 15s 7/36 [====>.........................] - ETA: 15s 8/36 [=====>........................] - ETA: 15s 9/36 [======>.......................] - ETA: 14s 10/36 [=======>......................] - ETA: 14s 11/36 [========>.....................] - ETA: 14s 12/36 [=========>....................] - ETA: 13s 13/36 [=========>....................] - ETA: 13s 14/36 [==========>...................] - ETA: 12s 15/36 [===========>..................] - ETA: 12s 16/36 [============>.................] - ETA: 11s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 10s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 8s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 7s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 5s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 31s 711ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 21s 3/36 [=>............................] - ETA: 20s 4/36 [==>...........................] - ETA: 19s 5/36 [===>..........................] - ETA: 19s 6/36 [====>.........................] - ETA: 18s 7/36 [====>.........................] - ETA: 18s 8/36 [=====>........................] - ETA: 17s 9/36 [======>.......................] - ETA: 16s 10/36 [=======>......................] - ETA: 16s 11/36 [========>.....................] - ETA: 15s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 14s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 9s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 22s 631ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 21s 3/36 [=>............................] - ETA: 20s 4/36 [==>...........................] - ETA: 19s 5/36 [===>..........................] - ETA: 19s 6/36 [====>.........................] - ETA: 18s 7/36 [====>.........................] - ETA: 18s 8/36 [=====>........................] - ETA: 17s 9/36 [======>.......................] - ETA: 16s 10/36 [=======>......................] - ETA: 16s 11/36 [========>.....................] - ETA: 15s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 14s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 9s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 22s 631ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 21s 3/36 [=>............................] - ETA: 20s 4/36 [==>...........................] - ETA: 19s 5/36 [===>..........................] - ETA: 19s 6/36 [====>.........................] - ETA: 18s 7/36 [====>.........................] - ETA: 18s 8/36 [=====>........................] - ETA: 17s 9/36 [======>.......................] - ETA: 16s 10/36 [=======>......................] - ETA: 16s 11/36 [========>.....................] - ETA: 15s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 14s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 9s  21/36 [================>.............] - ETA: 9s 22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 4s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 22s 631ms/step Saving marginal footprints 2022-10-16_23-38-43: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-16_23-38-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR709PZI//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 1:33 3/36 [=>............................] - ETA: 0s  5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 0s 17/36 [=============>................] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 21/36 [================>.............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 5s 59ms/step 1/36 [..............................] - ETA: 0s 3/36 [=>............................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 10/36 [=======>......................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 16/36 [============>.................] - ETA: 0s 18/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 2s 51ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 3/36 [=>............................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 10/36 [=======>......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 17/36 [=============>................] - ETA: 0s 18/36 [==============>...............] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 23/36 [==================>...........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - 2s 51ms/step 1/36 [..............................] - ETA: 0s 3/36 [=>............................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 16/36 [============>.................] - ETA: 0s 18/36 [==============>...............] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 21/36 [================>.............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 23/36 [==================>...........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - 2s 51ms/step Saving marginal footprints