ATAC-seq ATAC_PE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Fri Sep 23 11:26:45 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA GeForce ... On | 00000000:C5:00.0 Off | N/A | | 30% 33C P8 24W / 315W | 1MiB / 24576MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-09-23_11-26-45: 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/ATAC//ENCSR653VSR//preprocessing/bigWigs/ENCSR653VSR.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR653VSR//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR653VSR//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/atac_bias_models/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_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: 174771 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 174771 Number of peaks input: 43990 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 43990 Number of non peaks input: 175812 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 175812 Number of non peaks input: 42948 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 42948 Number of peaks after removing outliers: 172848 Number of nonpeaks after removing outliers: 154469 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 1/4828 [..............................] - ETA: 34:23:18 10/4828 [..............................] - ETA: 30s  19/4828 [..............................] - ETA: 29s 28/4828 [..............................] - ETA: 29s 37/4828 [..............................] - ETA: 29s 46/4828 [..............................] - ETA: 29s 55/4828 [..............................] - ETA: 29s 64/4828 [..............................] - ETA: 29s 73/4828 [..............................] - ETA: 29s 82/4828 [..............................] - ETA: 29s 91/4828 [..............................] - ETA: 28s 100/4828 [..............................] - ETA: 28s 109/4828 [..............................] - ETA: 28s 118/4828 [..............................] - ETA: 28s 127/4828 [..............................] - ETA: 28s 135/4828 [..............................] - ETA: 28s 144/4828 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[==============================] - 72s 10ms/step 2022-09-23_11-32-36: 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/ATAC//ENCSR653VSR//preprocessing/bigWigs/ENCSR653VSR.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_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': '27.4', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_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:(156574, 10) loading nonpeaks... got split:train for bed regions:(141680, 10) loading peaks... got split:valid for bed regions:(16274, 10) loading nonpeaks... got split:valid for bed regions:(12789, 10) Epoch 1/50 1/2692 [..............................] - ETA: 110:41:04 - loss: 858.4862 - logits_profile_predictions_loss: 655.4532 - logcount_predictions_loss: 7.4100 2/2692 [..............................] - ETA: 14:01 - loss: 27161.3740 - logits_profile_predictions_loss: 708.4662 - logcount_predictions_loss: 965.4346 3/2692 [..............................] - ETA: 13:51 - loss: 30063.7688 - logits_profile_predictions_loss: 707.2164 - logcount_predictions_loss: 1071.4070 4/2692 [..............................] - ETA: 13:47 - loss: 29330.4316 - logits_profile_predictions_loss: 706.5210 - logcount_predictions_loss: 1044.6683 5/2692 [..............................] - ETA: 13:45 - loss: 27839.0761 - logits_profile_predictions_loss: 703.6368 - logcount_predictions_loss: 990.3445  6/2692 [..............................] - ETA: 13:44 - loss: 26257.8948 - logits_profile_predictions_loss: 698.2842 - logcount_predictions_loss: 932.8325 7/2692 [..............................] - ETA: 13:42 - loss: 24770.5752 - logits_profile_predictions_loss: 693.3935 - logcount_predictions_loss: 878.7293 8/2692 [..............................] - ETA: 13:41 - loss: 23421.1915 - logits_profile_predictions_loss: 689.5970 - logcount_predictions_loss: 829.6202 9/2692 [..............................] - ETA: 13:40 - loss: 22209.7795 - logits_profile_predictions_loss: 686.4179 - logcount_predictions_loss: 785.5241 10/2692 [..............................] - ETA: 13:39 - loss: 21124.4185 - logits_profile_predictions_loss: 683.9669 - logcount_predictions_loss: 746.0019 11/2692 [..............................] - ETA: 13:38 - loss: 20150.0293 - logits_profile_predictions_loss: 682.1535 - logcount_predictions_loss: 710.5064 12/2692 [..............................] - ETA: 13:38 - loss: 19271.4994 - logits_profile_predictions_loss: 680.3386 - logcount_predictions_loss: 678.5095 13/2692 [..............................] - ETA: 13:37 - loss: 18476.1792 - logits_profile_predictions_loss: 678.6052 - logcount_predictions_loss: 649.5465 14/2692 [..............................] - ETA: 13:36 - loss: 17753.9099 - logits_profile_predictions_loss: 677.4935 - logcount_predictions_loss: 623.2269 15/2692 [..............................] - ETA: 13:36 - loss: 17094.7008 - logits_profile_predictions_loss: 676.5226 - logcount_predictions_loss: 599.2036 16/2692 [..............................] - ETA: 13:35 - loss: 16490.1372 - logits_profile_predictions_loss: 675.3362 - logcount_predictions_loss: 577.1825 17/2692 [..............................] - ETA: 13:35 - loss: 15934.0698 - logits_profile_predictions_loss: 674.3209 - logcount_predictions_loss: 556.9251 18/2692 [..............................] - ETA: 13:34 - loss: 15421.4058 - logits_profile_predictions_loss: 673.8638 - logcount_predictions_loss: 538.2314 19/2692 [..............................] - ETA: 13:34 - loss: 14946.6776 - logits_profile_predictions_loss: 673.4845 - logcount_predictions_loss: 520.9194 20/2692 [..............................] - ETA: 13:34 - loss: 14505.6016 - logits_profile_predictions_loss: 673.1180 - logcount_predictions_loss: 504.8352 21/2692 [..............................] - ETA: 13:33 - loss: 14094.9354 - logits_profile_predictions_loss: 672.9805 - logcount_predictions_loss: 489.8524 22/2692 [..............................] - ETA: 13:33 - loss: 13711.3639 - logits_profile_predictions_loss: 672.8892 - logcount_predictions_loss: 475.8567 23/2692 [..............................] - ETA: 13:33 - loss: 13351.9720 - logits_profile_predictions_loss: 672.6796 - logcount_predictions_loss: 462.7479 24/2692 [..............................] - ETA: 13:32 - loss: 13014.4910 - logits_profile_predictions_loss: 672.3805 - logcount_predictions_loss: 450.4420 25/2692 [..............................] - ETA: 13:32 - loss: 12696.5538 - logits_profile_predictions_loss: 671.7488 - logcount_predictions_loss: 438.8615 26/2692 [..............................] - ETA: 13:31 - loss: 12396.7405 - logits_profile_predictions_loss: 671.0704 - logcount_predictions_loss: 427.9442 27/2692 [..............................] - ETA: 13:31 - loss: 12113.7907 - logits_profile_predictions_loss: 670.5549 - logcount_predictions_loss: 417.6363 28/2692 [..............................] - ETA: 13:31 - loss: 11846.2687 - logits_profile_predictions_loss: 670.1935 - logcount_predictions_loss: 407.8859 29/2692 [..............................] - ETA: 13:30 - loss: 11592.7359 - logits_profile_predictions_loss: 669.8364 - logcount_predictions_loss: 398.6460 30/2692 [..............................] - ETA: 13:30 - loss: 11351.7902 - logits_profile_predictions_loss: 669.2722 - logcount_predictions_loss: 389.8729 31/2692 [..............................] - ETA: 13:30 - loss: 11122.7739 - logits_profile_predictions_loss: 668.7628 - logcount_predictions_loss: 381.5332 32/2692 [..............................] - ETA: 13:30 - loss: 10904.7531 - logits_profile_predictions_loss: 668.2698 - logcount_predictions_loss: 373.5943 33/2692 [..............................] - ETA: 13:29 - loss: 10697.0865 - logits_profile_predictions_loss: 667.9065 - logcount_predictions_loss: 366.0284 34/2692 [..............................] - ETA: 13:29 - loss: 10498.8300 - logits_profile_predictions_loss: 667.5184 - logcount_predictions_loss: 358.8070 35/2692 [..............................] - ETA: 13:29 - loss: 10309.3970 - logits_profile_predictions_loss: 667.1522 - logcount_predictions_loss: 351.9067 36/2692 [..............................] - ETA: 13:28 - loss: 10128.1560 - logits_profile_predictions_loss: 666.7819 - logcount_predictions_loss: 345.3056 37/2692 [..............................] - ETA: 13:28 - loss: 9954.5889 - logits_profile_predictions_loss: 666.4298 - logcount_predictions_loss: 338.9839  38/2692 [..............................] - ETA: 13:28 - loss: 9788.0785 - logits_profile_predictions_loss: 666.0126 - logcount_predictions_loss: 332.9221 39/2692 [..............................] - ETA: 13:27 - loss: 9628.2194 - logits_profile_predictions_loss: 665.5616 - logcount_predictions_loss: 327.1043 40/2692 [..............................] - ETA: 13:27 - loss: 9474.6153 - logits_profile_predictions_loss: 665.0963 - logcount_predictions_loss: 321.5153 41/2692 [..............................] - ETA: 13:27 - loss: 9326.9372 - logits_profile_predictions_loss: 664.6489 - logcount_predictions_loss: 316.1419 42/2692 [..............................] - ETA: 13:26 - loss: 9184.8047 - logits_profile_predictions_loss: 664.1964 - logcount_predictions_loss: 310.9711 43/2692 [..............................] - ETA: 13:26 - loss: 9047.8834 - logits_profile_predictions_loss: 663.7252 - logcount_predictions_loss: 305.9912 44/2692 [..............................] - ETA: 13:26 - loss: 8915.9506 - logits_profile_predictions_loss: 663.2926 - logcount_predictions_loss: 301.1919 45/2692 [..............................] - ETA: 13:26 - loss: 8788.7827 - logits_profile_predictions_loss: 662.9360 - logcount_predictions_loss: 296.5637 46/2692 [..............................] - ETA: 13:25 - loss: 8665.9793 - logits_profile_predictions_loss: 662.5460 - logcount_predictions_loss: 292.0961 47/2692 [..............................] - ETA: 13:25 - loss: 8547.3342 - logits_profile_predictions_loss: 662.1453 - logcount_predictions_loss: 287.7806 48/2692 [..............................] - ETA: 13:25 - loss: 8432.6195 - logits_profile_predictions_loss: 661.7278 - logcount_predictions_loss: 283.6092 49/2692 [..............................] - ETA: 13:24 - loss: 8321.7013 - logits_profile_predictions_loss: 661.3455 - logcount_predictions_loss: 279.5750 50/2692 [..............................] - ETA: 13:24 - loss: 8214.3416 - logits_profile_predictions_loss: 660.9596 - logcount_predictions_loss: 275.6709 51/2692 [..............................] - ETA: 13:24 - loss: 8110.3555 - logits_profile_predictions_loss: 660.5669 - logcount_predictions_loss: 271.8901 52/2692 [..............................] - ETA: 13:24 - loss: 8009.5385 - logits_profile_predictions_loss: 660.1376 - logcount_predictions_loss: 268.2263 53/2692 [..............................] - ETA: 13:23 - loss: 7911.7458 - logits_profile_predictions_loss: 659.6761 - logcount_predictions_loss: 264.6741 54/2692 [..............................] - ETA: 13:23 - loss: 7816.9051 - logits_profile_predictions_loss: 659.2420 - logcount_predictions_loss: 261.2286 55/2692 [..............................] - ETA: 13:23 - loss: 7724.8537 - logits_profile_predictions_loss: 658.8149 - logcount_predictions_loss: 257.8846 56/2692 [..............................] - ETA: 13:22 - loss: 7635.4332 - logits_profile_predictions_loss: 658.3688 - logcount_predictions_loss: 254.6374 57/2692 [..............................] - ETA: 13:22 - loss: 7548.5662 - logits_profile_predictions_loss: 657.9359 - logcount_predictions_loss: 251.4829 58/2692 [..............................] - ETA: 13:22 - loss: 7464.1479 - logits_profile_predictions_loss: 657.5241 - logcount_predictions_loss: 248.4169 59/2692 [..............................] - ETA: 13:22 - loss: 7382.0597 - logits_profile_predictions_loss: 657.1332 - logcount_predictions_loss: 245.4353 60/2692 [..............................] - ETA: 13:21 - loss: 7302.1862 - logits_profile_predictions_loss: 656.7559 - logcount_predictions_loss: 242.5339 61/2692 [..............................] - ETA: 13:21 - loss: 7224.4052 - logits_profile_predictions_loss: 656.3752 - logcount_predictions_loss: 239.7091 62/2692 [..............................] - ETA: 13:21 - loss: 7148.6630 - logits_profile_predictions_loss: 656.0099 - logcount_predictions_loss: 236.9581 63/2692 [..............................] - ETA: 13:20 - loss: 7074.9070 - logits_profile_predictions_loss: 655.6982 - logcount_predictions_loss: 234.2777 64/2692 [..............................] - ETA: 13:20 - loss: 7003.0066 - logits_profile_predictions_loss: 655.3904 - logcount_predictions_loss: 231.6648 65/2692 [..............................] - ETA: 13:20 - loss: 6932.8737 - logits_profile_predictions_loss: 655.0696 - 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12.9332 2671/2692 [============================>.] - ETA: 8s - loss: 944.8545 - logits_profile_predictions_loss: 590.5863 - logcount_predictions_loss: 12.9295 2672/2692 [============================>.] - ETA: 8s - loss: 944.7412 - logits_profile_predictions_loss: 590.5745 - logcount_predictions_loss: 12.9258 2673/2692 [============================>.] - ETA: 7s - loss: 944.6279 - logits_profile_predictions_loss: 590.5626 - logcount_predictions_loss: 12.9221 2674/2692 [============================>.] - ETA: 7s - loss: 944.5147 - logits_profile_predictions_loss: 590.5508 - logcount_predictions_loss: 12.9184 2675/2692 [============================>.] - ETA: 6s - loss: 944.4016 - logits_profile_predictions_loss: 590.5389 - logcount_predictions_loss: 12.9147 2676/2692 [============================>.] - ETA: 6s - loss: 944.2885 - logits_profile_predictions_loss: 590.5271 - logcount_predictions_loss: 12.9110 2677/2692 [============================>.] - ETA: 6s - loss: 944.1755 - 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[============================>.] - ETA: 3s - loss: 943.3866 - logits_profile_predictions_loss: 590.4325 - logcount_predictions_loss: 12.8815 2685/2692 [============================>.] - ETA: 2s - loss: 943.2742 - logits_profile_predictions_loss: 590.4207 - logcount_predictions_loss: 12.8779 2686/2692 [============================>.] - ETA: 2s - loss: 943.1619 - logits_profile_predictions_loss: 590.4089 - logcount_predictions_loss: 12.8742 2687/2692 [============================>.] - ETA: 2s - loss: 943.0496 - logits_profile_predictions_loss: 590.3971 - logcount_predictions_loss: 12.8705 2688/2692 [============================>.] - ETA: 1s - loss: 942.9374 - logits_profile_predictions_loss: 590.3853 - logcount_predictions_loss: 12.8669 2689/2692 [============================>.] - ETA: 1s - loss: 942.8253 - logits_profile_predictions_loss: 590.3735 - logcount_predictions_loss: 12.8632 2690/2692 [============================>.] - ETA: 0s - loss: 942.7132 - logits_profile_predictions_loss: 590.3617 - logcount_predictions_loss: 12.8595 2691/2692 [============================>.] - ETA: 0s - loss: 942.6012 - logits_profile_predictions_loss: 590.3499 - logcount_predictions_loss: 12.8559 2692/2692 [==============================] - ETA: 0s - loss: 942.4893 - logits_profile_predictions_loss: 590.3381 - logcount_predictions_loss: 12.8522 2692/2692 [==============================] - 1337s 442ms/step - loss: 942.3774 - logits_profile_predictions_loss: 590.3263 - logcount_predictions_loss: 12.8486 - val_loss: 577.9318 - val_logits_profile_predictions_loss: 542.6036 - val_logcount_predictions_loss: 1.2894 Epoch 00001: val_loss improved from inf to 577.93176, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 2/50 1/2692 [..............................] - ETA: 14:08 - loss: 521.2491 - logits_profile_predictions_loss: 486.2163 - logcount_predictions_loss: 1.2786 2/2692 [..............................] - 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1.4459 9/2692 [..............................] - ETA: 13:36 - loss: 552.7968 - logits_profile_predictions_loss: 513.4736 - logcount_predictions_loss: 1.4352 10/2692 [..............................] - ETA: 13:36 - loss: 552.5536 - logits_profile_predictions_loss: 513.4667 - logcount_predictions_loss: 1.4265 11/2692 [..............................] - ETA: 13:35 - loss: 552.4672 - logits_profile_predictions_loss: 513.5429 - logcount_predictions_loss: 1.4206 12/2692 [..............................] - ETA: 13:35 - loss: 552.3090 - logits_profile_predictions_loss: 513.5202 - logcount_predictions_loss: 1.4157 13/2692 [..............................] - ETA: 13:35 - loss: 551.7886 - logits_profile_predictions_loss: 513.1426 - logcount_predictions_loss: 1.4104 14/2692 [..............................] - ETA: 13:35 - loss: 551.4405 - logits_profile_predictions_loss: 512.8608 - logcount_predictions_loss: 1.4080 15/2692 [..............................] - ETA: 13:35 - loss: 550.6342 - logits_profile_predictions_loss: 512.1211 - logcount_predictions_loss: 1.4056 16/2692 [..............................] - ETA: 13:35 - loss: 549.6873 - logits_profile_predictions_loss: 511.2288 - logcount_predictions_loss: 1.4036 17/2692 [..............................] - ETA: 13:34 - loss: 548.9711 - logits_profile_predictions_loss: 510.5287 - logcount_predictions_loss: 1.4030 18/2692 [..............................] - ETA: 13:34 - loss: 548.6642 - logits_profile_predictions_loss: 510.2586 - logcount_predictions_loss: 1.4017 19/2692 [..............................] - ETA: 13:34 - loss: 548.3008 - logits_profile_predictions_loss: 509.9094 - logcount_predictions_loss: 1.4011 20/2692 [..............................] - ETA: 13:34 - loss: 548.0859 - logits_profile_predictions_loss: 509.7438 - logcount_predictions_loss: 1.3993 21/2692 [..............................] - ETA: 13:33 - loss: 547.9533 - logits_profile_predictions_loss: 509.6613 - logcount_predictions_loss: 1.3975 22/2692 [..............................] - ETA: 13:33 - loss: 547.8268 - logits_profile_predictions_loss: 509.5833 - logcount_predictions_loss: 1.3957 23/2692 [..............................] - ETA: 13:33 - loss: 547.6932 - logits_profile_predictions_loss: 509.5137 - logcount_predictions_loss: 1.3934 24/2692 [..............................] - ETA: 13:33 - loss: 547.4197 - logits_profile_predictions_loss: 509.3129 - logcount_predictions_loss: 1.3908 25/2692 [..............................] - ETA: 13:32 - loss: 547.1784 - logits_profile_predictions_loss: 509.1307 - logcount_predictions_loss: 1.3886 26/2692 [..............................] - ETA: 13:32 - loss: 546.8878 - logits_profile_predictions_loss: 508.8858 - logcount_predictions_loss: 1.3869 27/2692 [..............................] - ETA: 13:32 - loss: 546.5277 - logits_profile_predictions_loss: 508.5733 - logcount_predictions_loss: 1.3852 28/2692 [..............................] - ETA: 13:32 - loss: 546.2265 - 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[..............................] - ETA: 13:30 - loss: 544.7966 - logits_profile_predictions_loss: 507.0899 - logcount_predictions_loss: 1.3762 36/2692 [..............................] - ETA: 13:30 - loss: 544.7136 - logits_profile_predictions_loss: 507.0104 - logcount_predictions_loss: 1.3760 37/2692 [..............................] - ETA: 13:30 - loss: 544.5912 - logits_profile_predictions_loss: 506.8973 - logcount_predictions_loss: 1.3757 38/2692 [..............................] - ETA: 13:30 - loss: 544.4572 - logits_profile_predictions_loss: 506.7735 - logcount_predictions_loss: 1.3753 39/2692 [..............................] - ETA: 13:30 - loss: 544.4197 - logits_profile_predictions_loss: 506.7479 - logcount_predictions_loss: 1.3749 40/2692 [..............................] - ETA: 13:29 - loss: 544.3022 - logits_profile_predictions_loss: 506.6430 - logcount_predictions_loss: 1.3744 41/2692 [..............................] - ETA: 13:29 - loss: 544.2292 - 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[..............................] - ETA: 13:27 - loss: 544.2032 - logits_profile_predictions_loss: 506.6284 - logcount_predictions_loss: 1.3713 49/2692 [..............................] - ETA: 13:27 - loss: 544.2808 - logits_profile_predictions_loss: 506.7122 - logcount_predictions_loss: 1.3711 50/2692 [..............................] - ETA: 13:27 - loss: 544.3397 - logits_profile_predictions_loss: 506.7790 - logcount_predictions_loss: 1.3708 51/2692 [..............................] - ETA: 13:26 - loss: 544.4373 - logits_profile_predictions_loss: 506.8811 - logcount_predictions_loss: 1.3707 52/2692 [..............................] - ETA: 13:26 - loss: 544.5286 - logits_profile_predictions_loss: 506.9771 - logcount_predictions_loss: 1.3705 53/2692 [..............................] - ETA: 13:26 - loss: 544.5671 - logits_profile_predictions_loss: 507.0215 - logcount_predictions_loss: 1.3703 54/2692 [..............................] - ETA: 13:26 - loss: 544.6054 - logits_profile_predictions_loss: 507.0672 - logcount_predictions_loss: 1.3700 55/2692 [..............................] - ETA: 13:25 - loss: 544.6098 - logits_profile_predictions_loss: 507.0798 - logcount_predictions_loss: 1.3697 56/2692 [..............................] - ETA: 13:25 - loss: 544.6343 - logits_profile_predictions_loss: 507.1146 - logcount_predictions_loss: 1.3693 57/2692 [..............................] - ETA: 13:25 - loss: 544.6798 - logits_profile_predictions_loss: 507.1648 - logcount_predictions_loss: 1.3692 58/2692 [..............................] - ETA: 13:24 - loss: 544.7102 - logits_profile_predictions_loss: 507.2011 - logcount_predictions_loss: 1.3689 59/2692 [..............................] - ETA: 13:24 - loss: 544.7386 - logits_profile_predictions_loss: 507.2383 - logcount_predictions_loss: 1.3686 60/2692 [..............................] - ETA: 13:24 - loss: 544.7571 - logits_profile_predictions_loss: 507.2654 - logcount_predictions_loss: 1.3683 61/2692 [..............................] - ETA: 13:24 - loss: 544.7792 - logits_profile_predictions_loss: 507.2959 - logcount_predictions_loss: 1.3680 62/2692 [..............................] - ETA: 13:23 - loss: 544.7997 - logits_profile_predictions_loss: 507.3259 - logcount_predictions_loss: 1.3677 63/2692 [..............................] - ETA: 13:23 - loss: 544.8183 - logits_profile_predictions_loss: 507.3529 - logcount_predictions_loss: 1.3673 64/2692 [..............................] - ETA: 13:23 - loss: 544.8242 - logits_profile_predictions_loss: 507.3694 - logcount_predictions_loss: 1.3670 65/2692 [..............................] - ETA: 13:23 - loss: 544.8199 - logits_profile_predictions_loss: 507.3760 - logcount_predictions_loss: 1.3666 66/2692 [..............................] - ETA: 13:22 - loss: 544.8287 - logits_profile_predictions_loss: 507.3964 - logcount_predictions_loss: 1.3661 67/2692 [..............................] - ETA: 13:22 - loss: 544.8289 - 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[..............................] - ETA: 13:20 - loss: 544.7684 - logits_profile_predictions_loss: 507.4608 - logcount_predictions_loss: 1.3616 75/2692 [..............................] - ETA: 13:20 - loss: 544.7547 - logits_profile_predictions_loss: 507.4625 - logcount_predictions_loss: 1.3610 76/2692 [..............................] - ETA: 13:20 - loss: 544.7259 - logits_profile_predictions_loss: 507.4504 - logcount_predictions_loss: 1.3604 77/2692 [..............................] - ETA: 13:19 - loss: 544.6987 - logits_profile_predictions_loss: 507.4408 - logcount_predictions_loss: 1.3598 78/2692 [..............................] - ETA: 13:19 - loss: 544.6698 - logits_profile_predictions_loss: 507.4287 - logcount_predictions_loss: 1.3592 79/2692 [..............................] - ETA: 13:19 - loss: 544.6372 - logits_profile_predictions_loss: 507.4116 - logcount_predictions_loss: 1.3586 80/2692 [..............................] - ETA: 13:18 - loss: 544.5957 - 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[============================>.] - ETA: 25s - loss: 542.6897 - logits_profile_predictions_loss: 508.2636 - logcount_predictions_loss: 1.2564 2611/2692 [============================>.] - ETA: 25s - loss: 542.6873 - logits_profile_predictions_loss: 508.2616 - logcount_predictions_loss: 1.2564 2612/2692 [============================>.] - ETA: 25s - loss: 542.6849 - logits_profile_predictions_loss: 508.2596 - logcount_predictions_loss: 1.2564 2613/2692 [============================>.] - ETA: 24s - loss: 542.6825 - logits_profile_predictions_loss: 508.2576 - logcount_predictions_loss: 1.2564 2614/2692 [============================>.] - ETA: 24s - loss: 542.6801 - logits_profile_predictions_loss: 508.2556 - logcount_predictions_loss: 1.2564 2615/2692 [============================>.] - ETA: 24s - loss: 542.6776 - logits_profile_predictions_loss: 508.2536 - logcount_predictions_loss: 1.2564 2616/2692 [============================>.] - ETA: 23s - loss: 542.6752 - 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[============================>.] - ETA: 21s - loss: 542.6586 - logits_profile_predictions_loss: 508.2376 - logcount_predictions_loss: 1.2563 2624/2692 [============================>.] - ETA: 21s - loss: 542.6562 - logits_profile_predictions_loss: 508.2357 - logcount_predictions_loss: 1.2562 2625/2692 [============================>.] - ETA: 21s - loss: 542.6538 - logits_profile_predictions_loss: 508.2337 - logcount_predictions_loss: 1.2562 2626/2692 [============================>.] - ETA: 20s - loss: 542.6514 - logits_profile_predictions_loss: 508.2317 - logcount_predictions_loss: 1.2562 2627/2692 [============================>.] - ETA: 20s - loss: 542.6490 - logits_profile_predictions_loss: 508.2297 - logcount_predictions_loss: 1.2562 2628/2692 [============================>.] - ETA: 20s - loss: 542.6466 - logits_profile_predictions_loss: 508.2277 - logcount_predictions_loss: 1.2562 2629/2692 [============================>.] - ETA: 19s - loss: 542.6443 - 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[============================>.] - ETA: 17s - loss: 542.6274 - logits_profile_predictions_loss: 508.2117 - logcount_predictions_loss: 1.2561 2637/2692 [============================>.] - ETA: 17s - loss: 542.6250 - logits_profile_predictions_loss: 508.2097 - logcount_predictions_loss: 1.2561 2638/2692 [============================>.] - ETA: 16s - loss: 542.6226 - logits_profile_predictions_loss: 508.2077 - logcount_predictions_loss: 1.2560 2639/2692 [============================>.] - ETA: 16s - loss: 542.6202 - logits_profile_predictions_loss: 508.2056 - logcount_predictions_loss: 1.2560 2640/2692 [============================>.] - ETA: 16s - loss: 542.6177 - logits_profile_predictions_loss: 508.2036 - logcount_predictions_loss: 1.2560 2641/2692 [============================>.] - ETA: 16s - loss: 542.6153 - logits_profile_predictions_loss: 508.2015 - logcount_predictions_loss: 1.2560 2642/2692 [============================>.] - ETA: 15s - loss: 542.6128 - 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[============================>.] - ETA: 13s - loss: 542.5955 - logits_profile_predictions_loss: 508.1849 - logcount_predictions_loss: 1.2559 2650/2692 [============================>.] - ETA: 13s - loss: 542.5930 - logits_profile_predictions_loss: 508.1828 - logcount_predictions_loss: 1.2559 2651/2692 [============================>.] - ETA: 12s - loss: 542.5905 - logits_profile_predictions_loss: 508.1807 - logcount_predictions_loss: 1.2559 2652/2692 [============================>.] - ETA: 12s - loss: 542.5880 - logits_profile_predictions_loss: 508.1787 - logcount_predictions_loss: 1.2558 2653/2692 [============================>.] - ETA: 12s - loss: 542.5855 - logits_profile_predictions_loss: 508.1766 - logcount_predictions_loss: 1.2558 2654/2692 [============================>.] - ETA: 11s - loss: 542.5830 - logits_profile_predictions_loss: 508.1745 - logcount_predictions_loss: 1.2558 2655/2692 [============================>.] - ETA: 11s - loss: 542.5805 - 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[============================>.] - ETA: 9s - loss: 542.5631 - logits_profile_predictions_loss: 508.1579 - logcount_predictions_loss: 1.2557 2663/2692 [============================>.] - ETA: 9s - loss: 542.5606 - logits_profile_predictions_loss: 508.1558 - logcount_predictions_loss: 1.2557 2664/2692 [============================>.] - ETA: 8s - loss: 542.5581 - logits_profile_predictions_loss: 508.1537 - logcount_predictions_loss: 1.2557 2665/2692 [============================>.] - ETA: 8s - loss: 542.5556 - logits_profile_predictions_loss: 508.1516 - logcount_predictions_loss: 1.2556 2666/2692 [============================>.] - ETA: 8s - loss: 542.5532 - logits_profile_predictions_loss: 508.1496 - logcount_predictions_loss: 1.2556 2667/2692 [============================>.] - ETA: 7s - loss: 542.5507 - logits_profile_predictions_loss: 508.1475 - logcount_predictions_loss: 1.2556 2668/2692 [============================>.] - ETA: 7s - loss: 542.5483 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 508.1042 - logcount_predictions_loss: 1.2553 2689/2692 [============================>.] - ETA: 0s - loss: 542.4965 - logits_profile_predictions_loss: 508.1021 - logcount_predictions_loss: 1.2553 2690/2692 [============================>.] - ETA: 0s - loss: 542.4940 - logits_profile_predictions_loss: 508.1001 - logcount_predictions_loss: 1.2553 2691/2692 [============================>.] - ETA: 0s - loss: 542.4915 - logits_profile_predictions_loss: 508.0980 - logcount_predictions_loss: 1.2553 2692/2692 [==============================] - ETA: 0s - loss: 542.4891 - logits_profile_predictions_loss: 508.0959 - logcount_predictions_loss: 1.2552 2692/2692 [==============================] - 882s 328ms/step - loss: 542.4866 - logits_profile_predictions_loss: 508.0939 - logcount_predictions_loss: 1.2552 - val_loss: 549.8359 - val_logits_profile_predictions_loss: 518.6785 - val_logcount_predictions_loss: 1.1371 Epoch 00002: val_loss improved from 577.93176 to 549.83594, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 3/50 1/2692 [..............................] - ETA: 14:10 - loss: 545.9576 - logits_profile_predictions_loss: 517.0833 - logcount_predictions_loss: 1.0538 2/2692 [..............................] - ETA: 13:43 - loss: 550.8413 - logits_profile_predictions_loss: 520.5901 - logcount_predictions_loss: 1.1041 3/2692 [..............................] - ETA: 13:44 - loss: 555.6389 - logits_profile_predictions_loss: 524.5552 - logcount_predictions_loss: 1.1344 4/2692 [..............................] - ETA: 13:44 - loss: 560.1088 - logits_profile_predictions_loss: 528.4798 - logcount_predictions_loss: 1.1543 5/2692 [..............................] - ETA: 13:44 - loss: 561.2956 - logits_profile_predictions_loss: 529.3941 - logcount_predictions_loss: 1.1643 6/2692 [..............................] - ETA: 13:43 - loss: 560.1287 - 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[..............................] - ETA: 13:43 - loss: 559.2799 - logits_profile_predictions_loss: 527.4842 - logcount_predictions_loss: 1.1604 14/2692 [..............................] - ETA: 13:42 - loss: 558.9594 - logits_profile_predictions_loss: 527.3016 - logcount_predictions_loss: 1.1554 15/2692 [..............................] - ETA: 13:42 - loss: 558.2161 - logits_profile_predictions_loss: 526.6887 - logcount_predictions_loss: 1.1506 16/2692 [..............................] - ETA: 13:42 - loss: 557.6875 - logits_profile_predictions_loss: 526.2287 - logcount_predictions_loss: 1.1481 17/2692 [..............................] - ETA: 13:42 - loss: 556.9233 - logits_profile_predictions_loss: 525.5089 - logcount_predictions_loss: 1.1465 18/2692 [..............................] - ETA: 13:42 - loss: 556.2944 - logits_profile_predictions_loss: 524.9280 - logcount_predictions_loss: 1.1448 19/2692 [..............................] - ETA: 13:42 - loss: 555.6134 - 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[..............................] - ETA: 13:40 - loss: 551.7962 - logits_profile_predictions_loss: 520.4733 - logcount_predictions_loss: 1.1432 27/2692 [..............................] - ETA: 13:40 - loss: 551.4193 - logits_profile_predictions_loss: 520.0921 - logcount_predictions_loss: 1.1433 28/2692 [..............................] - ETA: 13:40 - loss: 551.1487 - logits_profile_predictions_loss: 519.8174 - logcount_predictions_loss: 1.1435 29/2692 [..............................] - ETA: 13:39 - loss: 550.8555 - logits_profile_predictions_loss: 519.5103 - logcount_predictions_loss: 1.1440 30/2692 [..............................] - ETA: 13:39 - loss: 550.6325 - logits_profile_predictions_loss: 519.2599 - logcount_predictions_loss: 1.1450 31/2692 [..............................] - ETA: 13:39 - loss: 550.4032 - logits_profile_predictions_loss: 518.9946 - logcount_predictions_loss: 1.1463 32/2692 [..............................] - ETA: 13:39 - loss: 550.1779 - 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2686/2692 [============================>.] - ETA: 1s - loss: 522.4250 - logits_profile_predictions_loss: 491.3192 - logcount_predictions_loss: 1.1352 2687/2692 [============================>.] - ETA: 1s - loss: 522.4232 - logits_profile_predictions_loss: 491.3177 - logcount_predictions_loss: 1.1352 2688/2692 [============================>.] - ETA: 1s - loss: 522.4215 - logits_profile_predictions_loss: 491.3163 - logcount_predictions_loss: 1.1352 2689/2692 [============================>.] - ETA: 0s - loss: 522.4198 - logits_profile_predictions_loss: 491.3148 - logcount_predictions_loss: 1.1352 2690/2692 [============================>.] - ETA: 0s - loss: 522.4181 - logits_profile_predictions_loss: 491.3133 - logcount_predictions_loss: 1.1352 2691/2692 [============================>.] - ETA: 0s - loss: 522.4164 - logits_profile_predictions_loss: 491.3119 - logcount_predictions_loss: 1.1352 2692/2692 [==============================] - ETA: 0s - loss: 522.4147 - logits_profile_predictions_loss: 491.3104 - logcount_predictions_loss: 1.1352 2692/2692 [==============================] - 881s 327ms/step - loss: 522.4129 - logits_profile_predictions_loss: 491.3089 - logcount_predictions_loss: 1.1352 - val_loss: 540.9542 - val_logits_profile_predictions_loss: 509.5203 - val_logcount_predictions_loss: 1.1472 Epoch 00003: val_loss improved from 549.83594 to 540.95416, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 4/50 1/2692 [..............................] - ETA: 14:11 - loss: 520.6133 - logits_profile_predictions_loss: 479.8045 - logcount_predictions_loss: 1.4894 2/2692 [..............................] - ETA: 13:41 - loss: 504.9216 - logits_profile_predictions_loss: 466.8854 - logcount_predictions_loss: 1.3882 3/2692 [..............................] - ETA: 13:41 - loss: 502.6890 - logits_profile_predictions_loss: 466.9615 - logcount_predictions_loss: 1.3039 4/2692 [..............................] - ETA: 13:43 - loss: 503.2926 - logits_profile_predictions_loss: 469.0950 - logcount_predictions_loss: 1.2481 5/2692 [..............................] - ETA: 13:42 - loss: 502.3539 - logits_profile_predictions_loss: 469.1118 - logcount_predictions_loss: 1.2132 6/2692 [..............................] - ETA: 13:42 - loss: 504.8047 - logits_profile_predictions_loss: 472.3280 - logcount_predictions_loss: 1.1853 7/2692 [..............................] - ETA: 13:42 - loss: 506.0375 - logits_profile_predictions_loss: 474.1487 - logcount_predictions_loss: 1.1638 8/2692 [..............................] - ETA: 13:42 - loss: 507.3490 - logits_profile_predictions_loss: 475.6764 - logcount_predictions_loss: 1.1559 9/2692 [..............................] - ETA: 13:42 - loss: 508.0537 - logits_profile_predictions_loss: 476.6643 - logcount_predictions_loss: 1.1456 10/2692 [..............................] - ETA: 13:42 - loss: 508.1537 - logits_profile_predictions_loss: 477.0693 - logcount_predictions_loss: 1.1345 11/2692 [..............................] - ETA: 13:42 - loss: 508.2406 - logits_profile_predictions_loss: 477.4244 - logcount_predictions_loss: 1.1247 12/2692 [..............................] - ETA: 13:42 - loss: 508.4429 - logits_profile_predictions_loss: 477.8534 - logcount_predictions_loss: 1.1164 13/2692 [..............................] - ETA: 13:42 - loss: 509.0192 - logits_profile_predictions_loss: 478.6292 - logcount_predictions_loss: 1.1091 14/2692 [..............................] - ETA: 13:42 - loss: 509.5521 - logits_profile_predictions_loss: 479.3008 - logcount_predictions_loss: 1.1041 15/2692 [..............................] - ETA: 13:41 - loss: 509.8922 - logits_profile_predictions_loss: 479.7516 - logcount_predictions_loss: 1.1000 16/2692 [..............................] - ETA: 13:41 - loss: 509.8826 - logits_profile_predictions_loss: 479.7965 - logcount_predictions_loss: 1.0980 17/2692 [..............................] - ETA: 13:41 - loss: 510.0766 - logits_profile_predictions_loss: 480.0531 - logcount_predictions_loss: 1.0957 18/2692 [..............................] - ETA: 13:41 - loss: 510.1642 - logits_profile_predictions_loss: 480.1778 - logcount_predictions_loss: 1.0944 19/2692 [..............................] - ETA: 13:41 - loss: 510.2583 - logits_profile_predictions_loss: 480.3106 - logcount_predictions_loss: 1.0930 20/2692 [..............................] - ETA: 13:41 - loss: 510.3099 - logits_profile_predictions_loss: 480.3751 - logcount_predictions_loss: 1.0925 21/2692 [..............................] - ETA: 13:40 - loss: 510.3415 - logits_profile_predictions_loss: 480.4440 - logcount_predictions_loss: 1.0911 22/2692 [..............................] - ETA: 13:40 - loss: 510.3534 - logits_profile_predictions_loss: 480.4839 - logcount_predictions_loss: 1.0901 23/2692 [..............................] - ETA: 13:40 - loss: 510.3672 - logits_profile_predictions_loss: 480.5274 - logcount_predictions_loss: 1.0890 24/2692 [..............................] - ETA: 13:40 - loss: 510.2732 - logits_profile_predictions_loss: 480.4718 - logcount_predictions_loss: 1.0876 25/2692 [..............................] - ETA: 13:40 - loss: 510.2985 - logits_profile_predictions_loss: 480.5365 - logcount_predictions_loss: 1.0862 26/2692 [..............................] - ETA: 13:39 - loss: 510.3014 - logits_profile_predictions_loss: 480.5843 - logcount_predictions_loss: 1.0846 27/2692 [..............................] - ETA: 13:39 - loss: 510.3379 - logits_profile_predictions_loss: 480.6655 - logcount_predictions_loss: 1.0829 28/2692 [..............................] - ETA: 13:39 - loss: 510.3365 - logits_profile_predictions_loss: 480.7128 - logcount_predictions_loss: 1.0812 29/2692 [..............................] - ETA: 13:39 - loss: 510.3216 - logits_profile_predictions_loss: 480.7425 - logcount_predictions_loss: 1.0795 30/2692 [..............................] - ETA: 13:38 - loss: 510.3168 - logits_profile_predictions_loss: 480.7799 - logcount_predictions_loss: 1.0780 31/2692 [..............................] - ETA: 13:38 - loss: 510.2694 - logits_profile_predictions_loss: 480.7626 - logcount_predictions_loss: 1.0769 32/2692 [..............................] - ETA: 13:38 - loss: 510.1767 - logits_profile_predictions_loss: 480.7002 - logcount_predictions_loss: 1.0758 33/2692 [..............................] - ETA: 13:38 - loss: 510.0724 - logits_profile_predictions_loss: 480.6294 - logcount_predictions_loss: 1.0746 34/2692 [..............................] - ETA: 13:37 - loss: 509.9169 - logits_profile_predictions_loss: 480.5113 - logcount_predictions_loss: 1.0732 35/2692 [..............................] - ETA: 13:37 - loss: 509.7736 - logits_profile_predictions_loss: 480.4089 - logcount_predictions_loss: 1.0717 36/2692 [..............................] - ETA: 13:37 - loss: 509.6429 - logits_profile_predictions_loss: 480.3222 - logcount_predictions_loss: 1.0701 37/2692 [..............................] - ETA: 13:37 - loss: 509.5459 - logits_profile_predictions_loss: 480.2692 - logcount_predictions_loss: 1.0685 38/2692 [..............................] - ETA: 13:37 - loss: 509.4207 - logits_profile_predictions_loss: 480.1850 - logcount_predictions_loss: 1.0670 39/2692 [..............................] - ETA: 13:36 - loss: 509.3386 - logits_profile_predictions_loss: 480.1451 - logcount_predictions_loss: 1.0655 40/2692 [..............................] - ETA: 13:36 - loss: 509.2557 - logits_profile_predictions_loss: 480.1057 - logcount_predictions_loss: 1.0639 41/2692 [..............................] - ETA: 13:36 - loss: 509.2013 - logits_profile_predictions_loss: 480.0907 - logcount_predictions_loss: 1.0624 42/2692 [..............................] - ETA: 13:36 - loss: 509.1115 - logits_profile_predictions_loss: 480.0377 - logcount_predictions_loss: 1.0611 43/2692 [..............................] - ETA: 13:36 - loss: 509.0509 - logits_profile_predictions_loss: 480.0124 - logcount_predictions_loss: 1.0598 44/2692 [..............................] - ETA: 13:35 - loss: 509.0143 - logits_profile_predictions_loss: 480.0002 - logcount_predictions_loss: 1.0589 45/2692 [..............................] - ETA: 13:35 - loss: 508.9928 - logits_profile_predictions_loss: 480.0015 - logcount_predictions_loss: 1.0581 46/2692 [..............................] - ETA: 13:35 - loss: 508.9765 - logits_profile_predictions_loss: 479.9993 - logcount_predictions_loss: 1.0576 47/2692 [..............................] - ETA: 13:35 - loss: 508.9850 - logits_profile_predictions_loss: 480.0185 - logcount_predictions_loss: 1.0572 48/2692 [..............................] - ETA: 13:34 - loss: 509.0013 - logits_profile_predictions_loss: 480.0425 - logcount_predictions_loss: 1.0569 49/2692 [..............................] - ETA: 13:34 - loss: 509.0152 - logits_profile_predictions_loss: 480.0640 - logcount_predictions_loss: 1.0566 50/2692 [..............................] - ETA: 13:34 - loss: 509.0272 - logits_profile_predictions_loss: 480.0807 - logcount_predictions_loss: 1.0564 51/2692 [..............................] - ETA: 13:34 - loss: 509.0307 - logits_profile_predictions_loss: 480.0851 - logcount_predictions_loss: 1.0564 52/2692 [..............................] - ETA: 13:33 - loss: 509.0403 - logits_profile_predictions_loss: 480.0956 - logcount_predictions_loss: 1.0564 53/2692 [..............................] - ETA: 13:33 - loss: 509.0372 - logits_profile_predictions_loss: 480.0942 - logcount_predictions_loss: 1.0563 54/2692 [..............................] - ETA: 13:33 - loss: 509.0359 - logits_profile_predictions_loss: 480.0931 - logcount_predictions_loss: 1.0563 55/2692 [..............................] - ETA: 13:33 - loss: 509.0258 - logits_profile_predictions_loss: 480.0842 - logcount_predictions_loss: 1.0563 56/2692 [..............................] - ETA: 13:32 - loss: 509.0169 - logits_profile_predictions_loss: 480.0754 - logcount_predictions_loss: 1.0563 57/2692 [..............................] - ETA: 13:32 - loss: 509.0175 - logits_profile_predictions_loss: 480.0775 - logcount_predictions_loss: 1.0562 58/2692 [..............................] - ETA: 13:32 - loss: 509.0248 - logits_profile_predictions_loss: 480.0858 - logcount_predictions_loss: 1.0562 59/2692 [..............................] - ETA: 13:32 - loss: 509.0364 - logits_profile_predictions_loss: 480.0969 - logcount_predictions_loss: 1.0562 60/2692 [..............................] - ETA: 13:31 - loss: 509.0277 - logits_profile_predictions_loss: 480.0914 - logcount_predictions_loss: 1.0561 61/2692 [..............................] - ETA: 13:31 - loss: 509.0038 - logits_profile_predictions_loss: 480.0740 - logcount_predictions_loss: 1.0558 62/2692 [..............................] - ETA: 13:31 - loss: 508.9716 - logits_profile_predictions_loss: 480.0500 - logcount_predictions_loss: 1.0555 63/2692 [..............................] - ETA: 13:31 - loss: 508.9420 - logits_profile_predictions_loss: 480.0295 - logcount_predictions_loss: 1.0552 64/2692 [..............................] - ETA: 13:30 - loss: 508.9280 - logits_profile_predictions_loss: 480.0233 - logcount_predictions_loss: 1.0549 65/2692 [..............................] - ETA: 13:30 - loss: 508.9141 - logits_profile_predictions_loss: 480.0169 - logcount_predictions_loss: 1.0546 66/2692 [..............................] - ETA: 13:30 - loss: 508.8905 - logits_profile_predictions_loss: 479.9998 - logcount_predictions_loss: 1.0544 67/2692 [..............................] - ETA: 13:30 - loss: 508.8615 - logits_profile_predictions_loss: 479.9759 - logcount_predictions_loss: 1.0542 68/2692 [..............................] - ETA: 13:29 - loss: 508.8230 - logits_profile_predictions_loss: 479.9436 - logcount_predictions_loss: 1.0540 69/2692 [..............................] - ETA: 13:29 - loss: 508.8019 - 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[..............................] - ETA: 13:27 - loss: 508.6867 - logits_profile_predictions_loss: 479.8547 - logcount_predictions_loss: 1.0523 77/2692 [..............................] - ETA: 13:27 - loss: 508.6679 - logits_profile_predictions_loss: 479.8424 - logcount_predictions_loss: 1.0520 78/2692 [..............................] - ETA: 13:27 - loss: 508.6540 - logits_profile_predictions_loss: 479.8356 - logcount_predictions_loss: 1.0518 79/2692 [..............................] - ETA: 13:27 - loss: 508.6349 - logits_profile_predictions_loss: 479.8249 - logcount_predictions_loss: 1.0515 80/2692 [..............................] - ETA: 13:26 - loss: 508.6136 - logits_profile_predictions_loss: 479.8096 - logcount_predictions_loss: 1.0512 81/2692 [..............................] - ETA: 13:26 - loss: 508.5915 - logits_profile_predictions_loss: 479.7918 - logcount_predictions_loss: 1.0511 82/2692 [..............................] - ETA: 13:26 - loss: 508.5843 - 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[..............................] - ETA: 13:24 - loss: 508.5833 - logits_profile_predictions_loss: 479.8354 - logcount_predictions_loss: 1.0492 90/2692 [>.............................] - ETA: 13:24 - loss: 508.5848 - logits_profile_predictions_loss: 479.8452 - logcount_predictions_loss: 1.0489 91/2692 [>.............................] - ETA: 13:24 - loss: 508.5863 - logits_profile_predictions_loss: 479.8552 - logcount_predictions_loss: 1.0486 92/2692 [>.............................] - ETA: 13:23 - loss: 508.5876 - logits_profile_predictions_loss: 479.8656 - logcount_predictions_loss: 1.0483 93/2692 [>.............................] - ETA: 13:23 - loss: 508.5828 - logits_profile_predictions_loss: 479.8694 - logcount_predictions_loss: 1.0479 94/2692 [>.............................] - ETA: 13:23 - loss: 508.5714 - logits_profile_predictions_loss: 479.8668 - logcount_predictions_loss: 1.0476 95/2692 [>.............................] - ETA: 13:23 - loss: 508.5599 - 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[>.............................] - ETA: 13:21 - loss: 508.4311 - logits_profile_predictions_loss: 479.7929 - logcount_predictions_loss: 1.0452 103/2692 [>.............................] - ETA: 13:21 - loss: 508.4200 - logits_profile_predictions_loss: 479.7888 - logcount_predictions_loss: 1.0449 104/2692 [>.............................] - ETA: 13:20 - loss: 508.4120 - logits_profile_predictions_loss: 479.7879 - logcount_predictions_loss: 1.0447 105/2692 [>.............................] - ETA: 13:20 - loss: 508.3983 - logits_profile_predictions_loss: 479.7817 - logcount_predictions_loss: 1.0444 106/2692 [>.............................] - ETA: 13:20 - loss: 508.3872 - logits_profile_predictions_loss: 479.7781 - logcount_predictions_loss: 1.0441 107/2692 [>.............................] - ETA: 13:20 - loss: 508.3660 - logits_profile_predictions_loss: 479.7642 - logcount_predictions_loss: 1.0439 108/2692 [>.............................] - ETA: 13:19 - loss: 508.3443 - 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[>.............................] - ETA: 13:18 - loss: 508.2046 - logits_profile_predictions_loss: 479.6641 - logcount_predictions_loss: 1.0416 116/2692 [>.............................] - ETA: 13:17 - loss: 508.1873 - logits_profile_predictions_loss: 479.6539 - logcount_predictions_loss: 1.0414 117/2692 [>.............................] - ETA: 13:17 - loss: 508.1720 - logits_profile_predictions_loss: 479.6453 - logcount_predictions_loss: 1.0411 118/2692 [>.............................] - ETA: 13:17 - loss: 508.1554 - logits_profile_predictions_loss: 479.6342 - logcount_predictions_loss: 1.0409 119/2692 [>.............................] - ETA: 13:16 - loss: 508.1351 - logits_profile_predictions_loss: 479.6195 - logcount_predictions_loss: 1.0407 120/2692 [>.............................] - ETA: 13:16 - loss: 508.1124 - logits_profile_predictions_loss: 479.6019 - logcount_predictions_loss: 1.0405 121/2692 [>.............................] - ETA: 13:16 - loss: 508.0879 - 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logits_profile_predictions_loss: 480.4086 - logcount_predictions_loss: 1.0394 460/2692 [====>.........................] - ETA: 11:37 - loss: 508.8869 - logits_profile_predictions_loss: 480.4076 - logcount_predictions_loss: 1.0394 461/2692 [====>.........................] - ETA: 11:37 - loss: 508.8861 - logits_profile_predictions_loss: 480.4065 - logcount_predictions_loss: 1.0394 462/2692 [====>.........................] - ETA: 11:36 - loss: 508.8852 - logits_profile_predictions_loss: 480.4052 - logcount_predictions_loss: 1.0394 463/2692 [====>.........................] - ETA: 11:36 - loss: 508.8845 - logits_profile_predictions_loss: 480.4041 - logcount_predictions_loss: 1.0394 464/2692 [====>.........................] - ETA: 11:36 - loss: 508.8839 - logits_profile_predictions_loss: 480.4031 - logcount_predictions_loss: 1.0394 465/2692 [====>.........................] - ETA: 11:35 - loss: 508.8838 - logits_profile_predictions_loss: 480.4026 - logcount_predictions_loss: 1.0395 466/2692 [====>.........................] - ETA: 11:35 - loss: 508.8835 - logits_profile_predictions_loss: 480.4018 - logcount_predictions_loss: 1.0395 467/2692 [====>.........................] - ETA: 11:35 - loss: 508.8832 - logits_profile_predictions_loss: 480.4011 - logcount_predictions_loss: 1.0395 468/2692 [====>.........................] - ETA: 11:34 - loss: 508.8825 - logits_profile_predictions_loss: 480.4000 - logcount_predictions_loss: 1.0395 469/2692 [====>.........................] - ETA: 11:34 - loss: 508.8818 - logits_profile_predictions_loss: 480.3988 - logcount_predictions_loss: 1.0395 470/2692 [====>.........................] - ETA: 11:34 - loss: 508.8813 - logits_profile_predictions_loss: 480.3979 - logcount_predictions_loss: 1.0395 471/2692 [====>.........................] - ETA: 11:34 - loss: 508.8807 - logits_profile_predictions_loss: 480.3968 - logcount_predictions_loss: 1.0396 472/2692 [====>.........................] - ETA: 11:33 - loss: 508.8799 - 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[====>.........................] - ETA: 11:31 - loss: 508.8749 - logits_profile_predictions_loss: 480.3874 - logcount_predictions_loss: 1.0397 480/2692 [====>.........................] - ETA: 11:31 - loss: 508.8737 - logits_profile_predictions_loss: 480.3858 - logcount_predictions_loss: 1.0397 481/2692 [====>.........................] - ETA: 11:30 - loss: 508.8725 - logits_profile_predictions_loss: 480.3841 - logcount_predictions_loss: 1.0397 482/2692 [====>.........................] - ETA: 11:30 - loss: 508.8715 - logits_profile_predictions_loss: 480.3828 - logcount_predictions_loss: 1.0397 483/2692 [====>.........................] - ETA: 11:30 - loss: 508.8706 - logits_profile_predictions_loss: 480.3815 - logcount_predictions_loss: 1.0397 484/2692 [====>.........................] - ETA: 11:30 - loss: 508.8702 - logits_profile_predictions_loss: 480.3807 - logcount_predictions_loss: 1.0398 485/2692 [====>.........................] - ETA: 11:29 - loss: 508.8697 - 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[====>.........................] - ETA: 11:27 - loss: 508.8698 - logits_profile_predictions_loss: 480.3775 - logcount_predictions_loss: 1.0399 493/2692 [====>.........................] - ETA: 11:27 - loss: 508.8706 - logits_profile_predictions_loss: 480.3780 - logcount_predictions_loss: 1.0399 494/2692 [====>.........................] - ETA: 11:26 - loss: 508.8713 - logits_profile_predictions_loss: 480.3783 - logcount_predictions_loss: 1.0399 495/2692 [====>.........................] - ETA: 11:26 - loss: 508.8715 - logits_profile_predictions_loss: 480.3782 - logcount_predictions_loss: 1.0399 496/2692 [====>.........................] - ETA: 11:26 - loss: 508.8719 - logits_profile_predictions_loss: 480.3782 - logcount_predictions_loss: 1.0399 497/2692 [====>.........................] - ETA: 11:26 - loss: 508.8721 - logits_profile_predictions_loss: 480.3780 - logcount_predictions_loss: 1.0399 498/2692 [====>.........................] - ETA: 11:25 - loss: 508.8721 - 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[====>.........................] - ETA: 11:22 - loss: 508.8741 - logits_profile_predictions_loss: 480.3769 - logcount_predictions_loss: 1.0400 507/2692 [====>.........................] - ETA: 11:21 - loss: 508.8743 - logits_profile_predictions_loss: 480.3768 - logcount_predictions_loss: 1.0401 508/2692 [====>.........................] - ETA: 11:21 - loss: 508.8746 - logits_profile_predictions_loss: 480.3768 - logcount_predictions_loss: 1.0401 509/2692 [====>.........................] - ETA: 11:21 - loss: 508.8752 - logits_profile_predictions_loss: 480.3769 - logcount_predictions_loss: 1.0401 510/2692 [====>.........................] - ETA: 11:20 - loss: 508.8756 - logits_profile_predictions_loss: 480.3769 - logcount_predictions_loss: 1.0401 511/2692 [====>.........................] - ETA: 11:20 - loss: 508.8756 - logits_profile_predictions_loss: 480.3765 - logcount_predictions_loss: 1.0401 512/2692 [====>.........................] - ETA: 11:20 - loss: 508.8758 - logits_profile_predictions_loss: 480.3762 - logcount_predictions_loss: 1.0401 513/2692 [====>.........................] - ETA: 11:19 - loss: 508.8759 - logits_profile_predictions_loss: 480.3759 - logcount_predictions_loss: 1.0401 514/2692 [====>.........................] - ETA: 11:19 - loss: 508.8758 - logits_profile_predictions_loss: 480.3754 - logcount_predictions_loss: 1.0402 515/2692 [====>.........................] - ETA: 11:19 - loss: 508.8757 - logits_profile_predictions_loss: 480.3748 - logcount_predictions_loss: 1.0402 516/2692 [====>.........................] - ETA: 11:19 - loss: 508.8755 - logits_profile_predictions_loss: 480.3742 - logcount_predictions_loss: 1.0402 517/2692 [====>.........................] - ETA: 11:18 - loss: 508.8753 - logits_profile_predictions_loss: 480.3735 - logcount_predictions_loss: 1.0402 518/2692 [====>.........................] - ETA: 11:18 - loss: 508.8748 - logits_profile_predictions_loss: 480.3725 - logcount_predictions_loss: 1.0402 519/2692 [====>.........................] - ETA: 11:18 - loss: 508.8741 - logits_profile_predictions_loss: 480.3715 - logcount_predictions_loss: 1.0402 520/2692 [====>.........................] - ETA: 11:17 - loss: 508.8735 - logits_profile_predictions_loss: 480.3703 - logcount_predictions_loss: 1.0403 521/2692 [====>.........................] - ETA: 11:17 - loss: 508.8729 - logits_profile_predictions_loss: 480.3692 - logcount_predictions_loss: 1.0403 522/2692 [====>.........................] - ETA: 11:17 - loss: 508.8723 - logits_profile_predictions_loss: 480.3682 - logcount_predictions_loss: 1.0403 523/2692 [====>.........................] - ETA: 11:16 - loss: 508.8717 - logits_profile_predictions_loss: 480.3671 - logcount_predictions_loss: 1.0403 524/2692 [====>.........................] - ETA: 11:16 - loss: 508.8711 - logits_profile_predictions_loss: 480.3661 - logcount_predictions_loss: 1.0403 525/2692 [====>.........................] - ETA: 11:16 - loss: 508.8703 - logits_profile_predictions_loss: 480.3648 - logcount_predictions_loss: 1.0403 526/2692 [====>.........................] - ETA: 11:15 - loss: 508.8693 - logits_profile_predictions_loss: 480.3634 - logcount_predictions_loss: 1.0404 527/2692 [====>.........................] - ETA: 11:15 - loss: 508.8680 - logits_profile_predictions_loss: 480.3617 - logcount_predictions_loss: 1.0404 528/2692 [====>.........................] - ETA: 11:15 - loss: 508.8666 - logits_profile_predictions_loss: 480.3599 - logcount_predictions_loss: 1.0404 529/2692 [====>.........................] - ETA: 11:15 - loss: 508.8651 - logits_profile_predictions_loss: 480.3579 - logcount_predictions_loss: 1.0404 530/2692 [====>.........................] - ETA: 11:14 - loss: 508.8636 - logits_profile_predictions_loss: 480.3561 - logcount_predictions_loss: 1.0404 531/2692 [====>.........................] - ETA: 11:14 - loss: 508.8622 - logits_profile_predictions_loss: 480.3543 - logcount_predictions_loss: 1.0404 532/2692 [====>.........................] - ETA: 11:14 - loss: 508.8608 - logits_profile_predictions_loss: 480.3526 - logcount_predictions_loss: 1.0404 533/2692 [====>.........................] - ETA: 11:13 - loss: 508.8595 - logits_profile_predictions_loss: 480.3508 - logcount_predictions_loss: 1.0405 534/2692 [====>.........................] - ETA: 11:13 - loss: 508.8580 - logits_profile_predictions_loss: 480.3490 - logcount_predictions_loss: 1.0405 535/2692 [====>.........................] - ETA: 11:13 - loss: 508.8564 - logits_profile_predictions_loss: 480.3470 - logcount_predictions_loss: 1.0405 536/2692 [====>.........................] - ETA: 11:12 - loss: 508.8545 - logits_profile_predictions_loss: 480.3447 - logcount_predictions_loss: 1.0405 537/2692 [====>.........................] - ETA: 11:12 - loss: 508.8529 - logits_profile_predictions_loss: 480.3427 - logcount_predictions_loss: 1.0405 538/2692 [====>.........................] - ETA: 11:12 - loss: 508.8515 - logits_profile_predictions_loss: 480.3409 - logcount_predictions_loss: 1.0405 539/2692 [=====>........................] - ETA: 11:12 - loss: 508.8500 - logits_profile_predictions_loss: 480.3389 - logcount_predictions_loss: 1.0405 540/2692 [=====>........................] - ETA: 11:11 - loss: 508.8489 - logits_profile_predictions_loss: 480.3374 - logcount_predictions_loss: 1.0406 541/2692 [=====>........................] - ETA: 11:11 - loss: 508.8479 - logits_profile_predictions_loss: 480.3360 - logcount_predictions_loss: 1.0406 542/2692 [=====>........................] - ETA: 11:11 - loss: 508.8469 - logits_profile_predictions_loss: 480.3345 - logcount_predictions_loss: 1.0406 543/2692 [=====>........................] - ETA: 11:10 - loss: 508.8460 - logits_profile_predictions_loss: 480.3332 - logcount_predictions_loss: 1.0406 544/2692 [=====>........................] - ETA: 11:10 - loss: 508.8450 - logits_profile_predictions_loss: 480.3320 - logcount_predictions_loss: 1.0406 545/2692 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[============================>.] - ETA: 16s - loss: 506.5635 - logits_profile_predictions_loss: 478.0509 - logcount_predictions_loss: 1.0406 2639/2692 [============================>.] - ETA: 16s - loss: 506.5624 - logits_profile_predictions_loss: 478.0499 - logcount_predictions_loss: 1.0406 2640/2692 [============================>.] - ETA: 16s - loss: 506.5613 - logits_profile_predictions_loss: 478.0488 - logcount_predictions_loss: 1.0406 2641/2692 [============================>.] - ETA: 16s - loss: 506.5602 - logits_profile_predictions_loss: 478.0478 - logcount_predictions_loss: 1.0406 2642/2692 [============================>.] - ETA: 15s - loss: 506.5590 - logits_profile_predictions_loss: 478.0468 - logcount_predictions_loss: 1.0406 2643/2692 [============================>.] - ETA: 15s - loss: 506.5579 - logits_profile_predictions_loss: 478.0458 - logcount_predictions_loss: 1.0406 2644/2692 [============================>.] - ETA: 15s - loss: 506.5568 - 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[============================>.] - ETA: 12s - loss: 506.5491 - logits_profile_predictions_loss: 478.0377 - logcount_predictions_loss: 1.0406 2652/2692 [============================>.] - ETA: 12s - loss: 506.5480 - logits_profile_predictions_loss: 478.0367 - logcount_predictions_loss: 1.0405 2653/2692 [============================>.] - ETA: 12s - loss: 506.5469 - logits_profile_predictions_loss: 478.0357 - logcount_predictions_loss: 1.0405 2654/2692 [============================>.] - ETA: 11s - loss: 506.5458 - logits_profile_predictions_loss: 478.0347 - logcount_predictions_loss: 1.0405 2655/2692 [============================>.] - ETA: 11s - loss: 506.5447 - logits_profile_predictions_loss: 478.0337 - logcount_predictions_loss: 1.0405 2656/2692 [============================>.] - ETA: 11s - loss: 506.5436 - logits_profile_predictions_loss: 478.0327 - logcount_predictions_loss: 1.0405 2657/2692 [============================>.] - ETA: 10s - loss: 506.5425 - 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[============================>.] - ETA: 8s - loss: 506.5350 - logits_profile_predictions_loss: 478.0249 - logcount_predictions_loss: 1.0405 2665/2692 [============================>.] - ETA: 8s - loss: 506.5340 - logits_profile_predictions_loss: 478.0239 - logcount_predictions_loss: 1.0405 2666/2692 [============================>.] - ETA: 8s - loss: 506.5329 - logits_profile_predictions_loss: 478.0229 - logcount_predictions_loss: 1.0405 2667/2692 [============================>.] - ETA: 7s - loss: 506.5318 - logits_profile_predictions_loss: 478.0220 - logcount_predictions_loss: 1.0405 2668/2692 [============================>.] - ETA: 7s - loss: 506.5308 - logits_profile_predictions_loss: 478.0210 - logcount_predictions_loss: 1.0405 2669/2692 [============================>.] - ETA: 7s - loss: 506.5297 - logits_profile_predictions_loss: 478.0201 - logcount_predictions_loss: 1.0405 2670/2692 [============================>.] - ETA: 6s - loss: 506.5287 - logits_profile_predictions_loss: 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2684/2692 [============================>.] - ETA: 2s - loss: 506.5137 - logits_profile_predictions_loss: 478.0055 - logcount_predictions_loss: 1.0404 2685/2692 [============================>.] - ETA: 2s - loss: 506.5126 - logits_profile_predictions_loss: 478.0045 - logcount_predictions_loss: 1.0404 2686/2692 [============================>.] - ETA: 1s - loss: 506.5116 - logits_profile_predictions_loss: 478.0035 - logcount_predictions_loss: 1.0404 2687/2692 [============================>.] - ETA: 1s - loss: 506.5105 - logits_profile_predictions_loss: 478.0026 - logcount_predictions_loss: 1.0404 2688/2692 [============================>.] - ETA: 1s - loss: 506.5094 - logits_profile_predictions_loss: 478.0016 - logcount_predictions_loss: 1.0404 2689/2692 [============================>.] - ETA: 0s - loss: 506.5083 - logits_profile_predictions_loss: 478.0006 - logcount_predictions_loss: 1.0404 2690/2692 [============================>.] - ETA: 0s - loss: 506.5073 - logits_profile_predictions_loss: 477.9996 - logcount_predictions_loss: 1.0404 2691/2692 [============================>.] - ETA: 0s - loss: 506.5062 - logits_profile_predictions_loss: 477.9986 - logcount_predictions_loss: 1.0404 2692/2692 [==============================] - ETA: 0s - loss: 506.5051 - logits_profile_predictions_loss: 477.9976 - logcount_predictions_loss: 1.0404 2692/2692 [==============================] - 879s 326ms/step - loss: 506.5040 - logits_profile_predictions_loss: 477.9966 - logcount_predictions_loss: 1.0404 - val_loss: 536.1295 - val_logits_profile_predictions_loss: 502.0395 - val_logcount_predictions_loss: 1.2442 Epoch 00004: val_loss improved from 540.95416 to 536.12946, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 5/50 1/2692 [..............................] - ETA: 14:09 - loss: 497.0194 - logits_profile_predictions_loss: 467.1081 - logcount_predictions_loss: 1.0917 2/2692 [..............................] - ETA: 13:43 - loss: 500.3301 - logits_profile_predictions_loss: 469.1678 - logcount_predictions_loss: 1.1373 3/2692 [..............................] - ETA: 13:42 - loss: 497.7475 - logits_profile_predictions_loss: 466.6715 - logcount_predictions_loss: 1.1342 4/2692 [..............................] - ETA: 13:43 - loss: 499.4359 - logits_profile_predictions_loss: 468.7220 - logcount_predictions_loss: 1.1209 5/2692 [..............................] - ETA: 13:42 - loss: 498.1934 - logits_profile_predictions_loss: 467.9399 - logcount_predictions_loss: 1.1041 6/2692 [..............................] - ETA: 13:42 - loss: 498.4845 - logits_profile_predictions_loss: 468.5214 - logcount_predictions_loss: 1.0935 7/2692 [..............................] - ETA: 13:43 - loss: 499.3069 - logits_profile_predictions_loss: 469.6831 - logcount_predictions_loss: 1.0812 8/2692 [..............................] - ETA: 13:43 - loss: 499.4547 - logits_profile_predictions_loss: 470.0380 - logcount_predictions_loss: 1.0736 9/2692 [..............................] - ETA: 13:43 - loss: 499.7899 - logits_profile_predictions_loss: 470.5706 - logcount_predictions_loss: 1.0664 10/2692 [..............................] - ETA: 13:43 - loss: 499.9849 - logits_profile_predictions_loss: 470.9578 - logcount_predictions_loss: 1.0594 11/2692 [..............................] - ETA: 13:42 - loss: 500.6602 - logits_profile_predictions_loss: 471.8670 - logcount_predictions_loss: 1.0508 12/2692 [..............................] - ETA: 13:42 - loss: 501.0257 - logits_profile_predictions_loss: 472.4039 - logcount_predictions_loss: 1.0446 13/2692 [..............................] - ETA: 13:42 - loss: 501.2768 - logits_profile_predictions_loss: 472.7816 - logcount_predictions_loss: 1.0400 14/2692 [..............................] - ETA: 13:42 - loss: 501.8006 - logits_profile_predictions_loss: 473.3628 - logcount_predictions_loss: 1.0379 15/2692 [..............................] - ETA: 13:42 - loss: 502.1247 - logits_profile_predictions_loss: 473.7346 - logcount_predictions_loss: 1.0361 16/2692 [..............................] - ETA: 13:42 - loss: 502.1219 - logits_profile_predictions_loss: 473.7929 - logcount_predictions_loss: 1.0339 17/2692 [..............................] - ETA: 13:41 - loss: 502.2356 - logits_profile_predictions_loss: 473.9739 - logcount_predictions_loss: 1.0315 18/2692 [..............................] - ETA: 13:41 - loss: 502.3140 - logits_profile_predictions_loss: 474.1434 - logcount_predictions_loss: 1.0281 19/2692 [..............................] - ETA: 13:41 - loss: 502.3620 - logits_profile_predictions_loss: 474.2811 - logcount_predictions_loss: 1.0249 20/2692 [..............................] - ETA: 13:41 - loss: 502.3540 - logits_profile_predictions_loss: 474.3424 - logcount_predictions_loss: 1.0223 21/2692 [..............................] - ETA: 13:40 - loss: 502.1164 - logits_profile_predictions_loss: 474.1631 - logcount_predictions_loss: 1.0202 22/2692 [..............................] - ETA: 13:40 - loss: 502.0363 - logits_profile_predictions_loss: 474.1328 - logcount_predictions_loss: 1.0184 23/2692 [..............................] - ETA: 13:40 - loss: 501.9155 - logits_profile_predictions_loss: 474.0738 - logcount_predictions_loss: 1.0161 24/2692 [..............................] - ETA: 13:40 - loss: 501.7599 - logits_profile_predictions_loss: 473.9630 - logcount_predictions_loss: 1.0145 25/2692 [..............................] - ETA: 13:39 - loss: 501.6787 - logits_profile_predictions_loss: 473.9156 - logcount_predictions_loss: 1.0133 26/2692 [..............................] - ETA: 13:39 - loss: 501.5170 - logits_profile_predictions_loss: 473.7834 - logcount_predictions_loss: 1.0122 27/2692 [..............................] - ETA: 13:39 - loss: 501.4098 - logits_profile_predictions_loss: 473.6963 - logcount_predictions_loss: 1.0114 28/2692 [..............................] - ETA: 13:39 - 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35/2692 [..............................] - ETA: 13:37 - loss: 500.1919 - logits_profile_predictions_loss: 472.6202 - logcount_predictions_loss: 1.0063 36/2692 [..............................] - ETA: 13:37 - loss: 500.0691 - logits_profile_predictions_loss: 472.5223 - logcount_predictions_loss: 1.0054 37/2692 [..............................] - ETA: 13:37 - loss: 499.9566 - logits_profile_predictions_loss: 472.4262 - logcount_predictions_loss: 1.0048 38/2692 [..............................] - ETA: 13:37 - loss: 499.8841 - logits_profile_predictions_loss: 472.3649 - logcount_predictions_loss: 1.0044 39/2692 [..............................] - ETA: 13:36 - loss: 499.7725 - logits_profile_predictions_loss: 472.2651 - logcount_predictions_loss: 1.0039 40/2692 [..............................] - ETA: 13:36 - loss: 499.7122 - logits_profile_predictions_loss: 472.2127 - logcount_predictions_loss: 1.0036 41/2692 [..............................] - ETA: 13:36 - loss: 499.6391 - logits_profile_predictions_loss: 472.1507 - logcount_predictions_loss: 1.0032 42/2692 [..............................] - ETA: 13:36 - loss: 499.5672 - logits_profile_predictions_loss: 472.0910 - logcount_predictions_loss: 1.0028 43/2692 [..............................] - ETA: 13:36 - loss: 499.4908 - logits_profile_predictions_loss: 472.0273 - logcount_predictions_loss: 1.0023 44/2692 [..............................] - ETA: 13:35 - loss: 499.4579 - logits_profile_predictions_loss: 472.0041 - logcount_predictions_loss: 1.0020 45/2692 [..............................] - ETA: 13:35 - loss: 499.4177 - logits_profile_predictions_loss: 471.9757 - logcount_predictions_loss: 1.0015 46/2692 [..............................] - ETA: 13:35 - loss: 499.3681 - logits_profile_predictions_loss: 471.9405 - logcount_predictions_loss: 1.0010 47/2692 [..............................] - ETA: 13:35 - loss: 499.3570 - logits_profile_predictions_loss: 471.9430 - logcount_predictions_loss: 1.0005 48/2692 [..............................] - ETA: 13:34 - loss: 499.3481 - logits_profile_predictions_loss: 471.9477 - logcount_predictions_loss: 1.0000 49/2692 [..............................] - ETA: 13:34 - loss: 499.3539 - logits_profile_predictions_loss: 471.9646 - logcount_predictions_loss: 0.9996 50/2692 [..............................] - ETA: 13:34 - loss: 499.3680 - logits_profile_predictions_loss: 471.9911 - logcount_predictions_loss: 0.9992 51/2692 [..............................] - ETA: 13:34 - loss: 499.3605 - logits_profile_predictions_loss: 471.9967 - logcount_predictions_loss: 0.9987 52/2692 [..............................] - ETA: 13:34 - loss: 499.3457 - logits_profile_predictions_loss: 471.9927 - logcount_predictions_loss: 0.9983 53/2692 [..............................] - ETA: 13:33 - loss: 499.3233 - logits_profile_predictions_loss: 471.9803 - logcount_predictions_loss: 0.9979 54/2692 [..............................] - ETA: 13:33 - loss: 499.3015 - 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[..............................] - ETA: 13:31 - loss: 499.1387 - logits_profile_predictions_loss: 471.8539 - logcount_predictions_loss: 0.9958 62/2692 [..............................] - ETA: 13:31 - loss: 499.1086 - logits_profile_predictions_loss: 471.8270 - logcount_predictions_loss: 0.9957 63/2692 [..............................] - ETA: 13:31 - loss: 499.0824 - logits_profile_predictions_loss: 471.8034 - logcount_predictions_loss: 0.9956 64/2692 [..............................] - ETA: 13:31 - loss: 499.0560 - logits_profile_predictions_loss: 471.7800 - logcount_predictions_loss: 0.9955 65/2692 [..............................] - ETA: 13:30 - loss: 499.0451 - logits_profile_predictions_loss: 471.7720 - logcount_predictions_loss: 0.9954 66/2692 [..............................] - ETA: 13:30 - loss: 499.0310 - logits_profile_predictions_loss: 471.7618 - logcount_predictions_loss: 0.9952 67/2692 [..............................] - ETA: 13:30 - loss: 498.9957 - 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logits_profile_predictions_loss: 472.1447 - logcount_predictions_loss: 0.9852 458/2692 [====>.........................] - ETA: 11:39 - loss: 499.1332 - logits_profile_predictions_loss: 472.1385 - logcount_predictions_loss: 0.9852 459/2692 [====>.........................] - ETA: 11:38 - loss: 499.1275 - logits_profile_predictions_loss: 472.1323 - logcount_predictions_loss: 0.9852 460/2692 [====>.........................] - ETA: 11:38 - loss: 499.1215 - logits_profile_predictions_loss: 472.1259 - logcount_predictions_loss: 0.9852 461/2692 [====>.........................] - ETA: 11:38 - loss: 499.1155 - logits_profile_predictions_loss: 472.1196 - logcount_predictions_loss: 0.9852 462/2692 [====>.........................] - ETA: 11:37 - loss: 499.1096 - logits_profile_predictions_loss: 472.1133 - logcount_predictions_loss: 0.9853 463/2692 [====>.........................] - ETA: 11:37 - loss: 499.1038 - logits_profile_predictions_loss: 472.1071 - logcount_predictions_loss: 0.9853 464/2692 [====>.........................] - ETA: 11:37 - loss: 499.0981 - logits_profile_predictions_loss: 472.1011 - logcount_predictions_loss: 0.9853 465/2692 [====>.........................] - ETA: 11:37 - loss: 499.0924 - logits_profile_predictions_loss: 472.0951 - logcount_predictions_loss: 0.9853 466/2692 [====>.........................] - ETA: 11:36 - loss: 499.0870 - logits_profile_predictions_loss: 472.0895 - logcount_predictions_loss: 0.9853 467/2692 [====>.........................] - ETA: 11:36 - loss: 499.0814 - logits_profile_predictions_loss: 472.0836 - logcount_predictions_loss: 0.9853 468/2692 [====>.........................] - ETA: 11:36 - loss: 499.0760 - logits_profile_predictions_loss: 472.0780 - logcount_predictions_loss: 0.9853 469/2692 [====>.........................] - ETA: 11:35 - loss: 499.0706 - logits_profile_predictions_loss: 472.0724 - logcount_predictions_loss: 0.9853 470/2692 [====>.........................] - ETA: 11:35 - loss: 499.0650 - logits_profile_predictions_loss: 472.0666 - logcount_predictions_loss: 0.9853 471/2692 [====>.........................] - ETA: 11:35 - loss: 499.0593 - logits_profile_predictions_loss: 472.0607 - logcount_predictions_loss: 0.9853 472/2692 [====>.........................] - ETA: 11:34 - loss: 499.0537 - logits_profile_predictions_loss: 472.0548 - logcount_predictions_loss: 0.9854 473/2692 [====>.........................] - ETA: 11:34 - loss: 499.0479 - logits_profile_predictions_loss: 472.0487 - logcount_predictions_loss: 0.9854 474/2692 [====>.........................] - ETA: 11:34 - loss: 499.0420 - logits_profile_predictions_loss: 472.0426 - logcount_predictions_loss: 0.9854 475/2692 [====>.........................] - ETA: 11:34 - loss: 499.0359 - logits_profile_predictions_loss: 472.0363 - logcount_predictions_loss: 0.9854 476/2692 [====>.........................] - ETA: 11:33 - loss: 499.0299 - logits_profile_predictions_loss: 472.0300 - logcount_predictions_loss: 0.9854 477/2692 [====>.........................] - ETA: 11:33 - loss: 499.0237 - logits_profile_predictions_loss: 472.0236 - logcount_predictions_loss: 0.9854 478/2692 [====>.........................] - ETA: 11:33 - loss: 499.0178 - logits_profile_predictions_loss: 472.0174 - logcount_predictions_loss: 0.9854 479/2692 [====>.........................] - ETA: 11:32 - loss: 499.0118 - logits_profile_predictions_loss: 472.0112 - logcount_predictions_loss: 0.9854 480/2692 [====>.........................] - ETA: 11:32 - loss: 499.0057 - logits_profile_predictions_loss: 472.0049 - logcount_predictions_loss: 0.9854 481/2692 [====>.........................] - ETA: 11:32 - loss: 498.9997 - logits_profile_predictions_loss: 471.9986 - logcount_predictions_loss: 0.9854 482/2692 [====>.........................] - ETA: 11:31 - loss: 498.9934 - logits_profile_predictions_loss: 471.9920 - logcount_predictions_loss: 0.9854 483/2692 [====>.........................] - ETA: 11:31 - loss: 498.9870 - logits_profile_predictions_loss: 471.9853 - logcount_predictions_loss: 0.9855 484/2692 [====>.........................] - ETA: 11:31 - loss: 498.9807 - logits_profile_predictions_loss: 471.9787 - logcount_predictions_loss: 0.9855 485/2692 [====>.........................] - ETA: 11:30 - loss: 498.9742 - logits_profile_predictions_loss: 471.9720 - logcount_predictions_loss: 0.9855 486/2692 [====>.........................] - ETA: 11:30 - loss: 498.9682 - logits_profile_predictions_loss: 471.9657 - logcount_predictions_loss: 0.9855 487/2692 [====>.........................] - ETA: 11:30 - loss: 498.9625 - logits_profile_predictions_loss: 471.9597 - logcount_predictions_loss: 0.9855 488/2692 [====>.........................] - ETA: 11:30 - loss: 498.9566 - logits_profile_predictions_loss: 471.9536 - logcount_predictions_loss: 0.9855 489/2692 [====>.........................] - ETA: 11:29 - loss: 498.9510 - logits_profile_predictions_loss: 471.9476 - logcount_predictions_loss: 0.9855 490/2692 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[============================>.] - ETA: 21s - loss: 495.4613 - logits_profile_predictions_loss: 468.6153 - logcount_predictions_loss: 0.9798 2624/2692 [============================>.] - ETA: 21s - loss: 495.4605 - logits_profile_predictions_loss: 468.6146 - logcount_predictions_loss: 0.9798 2625/2692 [============================>.] - ETA: 21s - loss: 495.4597 - logits_profile_predictions_loss: 468.6139 - logcount_predictions_loss: 0.9798 2626/2692 [============================>.] - ETA: 20s - loss: 495.4589 - logits_profile_predictions_loss: 468.6132 - logcount_predictions_loss: 0.9798 2627/2692 [============================>.] - ETA: 20s - loss: 495.4581 - logits_profile_predictions_loss: 468.6125 - logcount_predictions_loss: 0.9798 2628/2692 [============================>.] - ETA: 20s - loss: 495.4573 - logits_profile_predictions_loss: 468.6118 - logcount_predictions_loss: 0.9798 2629/2692 [============================>.] - ETA: 19s - loss: 495.4565 - 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[============================>.] - ETA: 17s - loss: 495.4510 - logits_profile_predictions_loss: 468.6065 - logcount_predictions_loss: 0.9797 2637/2692 [============================>.] - ETA: 17s - loss: 495.4503 - logits_profile_predictions_loss: 468.6058 - logcount_predictions_loss: 0.9797 2638/2692 [============================>.] - ETA: 16s - loss: 495.4495 - logits_profile_predictions_loss: 468.6051 - logcount_predictions_loss: 0.9797 2639/2692 [============================>.] - ETA: 16s - loss: 495.4487 - logits_profile_predictions_loss: 468.6045 - logcount_predictions_loss: 0.9797 2640/2692 [============================>.] - ETA: 16s - loss: 495.4480 - logits_profile_predictions_loss: 468.6038 - logcount_predictions_loss: 0.9797 2641/2692 [============================>.] - ETA: 16s - loss: 495.4472 - logits_profile_predictions_loss: 468.6032 - logcount_predictions_loss: 0.9797 2642/2692 [============================>.] - ETA: 15s - loss: 495.4464 - 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[============================>.] - ETA: 9s - loss: 495.4316 - logits_profile_predictions_loss: 468.5898 - logcount_predictions_loss: 0.9796 2663/2692 [============================>.] - ETA: 9s - loss: 495.4309 - logits_profile_predictions_loss: 468.5891 - logcount_predictions_loss: 0.9796 2664/2692 [============================>.] - ETA: 8s - loss: 495.4301 - logits_profile_predictions_loss: 468.5885 - logcount_predictions_loss: 0.9796 2665/2692 [============================>.] - ETA: 8s - loss: 495.4294 - logits_profile_predictions_loss: 468.5879 - logcount_predictions_loss: 0.9796 2666/2692 [============================>.] - ETA: 8s - loss: 495.4287 - logits_profile_predictions_loss: 468.5873 - logcount_predictions_loss: 0.9796 2667/2692 [============================>.] - ETA: 7s - loss: 495.4280 - logits_profile_predictions_loss: 468.5867 - logcount_predictions_loss: 0.9796 2668/2692 [============================>.] - ETA: 7s - loss: 495.4272 - logits_profile_predictions_loss: 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2682/2692 [============================>.] - ETA: 3s - loss: 495.4169 - logits_profile_predictions_loss: 468.5771 - logcount_predictions_loss: 0.9795 2683/2692 [============================>.] - ETA: 2s - loss: 495.4162 - logits_profile_predictions_loss: 468.5765 - logcount_predictions_loss: 0.9795 2684/2692 [============================>.] - ETA: 2s - loss: 495.4154 - logits_profile_predictions_loss: 468.5758 - logcount_predictions_loss: 0.9795 2685/2692 [============================>.] - ETA: 2s - loss: 495.4147 - logits_profile_predictions_loss: 468.5752 - logcount_predictions_loss: 0.9795 2686/2692 [============================>.] - ETA: 1s - loss: 495.4139 - logits_profile_predictions_loss: 468.5745 - logcount_predictions_loss: 0.9795 2687/2692 [============================>.] - ETA: 1s - loss: 495.4131 - logits_profile_predictions_loss: 468.5739 - logcount_predictions_loss: 0.9795 2688/2692 [============================>.] - ETA: 1s - loss: 495.4124 - logits_profile_predictions_loss: 468.5732 - logcount_predictions_loss: 0.9795 2689/2692 [============================>.] - ETA: 0s - loss: 495.4117 - logits_profile_predictions_loss: 468.5726 - logcount_predictions_loss: 0.9795 2690/2692 [============================>.] - ETA: 0s - loss: 495.4109 - logits_profile_predictions_loss: 468.5719 - logcount_predictions_loss: 0.9795 2691/2692 [============================>.] - ETA: 0s - loss: 495.4101 - logits_profile_predictions_loss: 468.5713 - logcount_predictions_loss: 0.9795 2692/2692 [==============================] - ETA: 0s - loss: 495.4094 - logits_profile_predictions_loss: 468.5706 - logcount_predictions_loss: 0.9795 2692/2692 [==============================] - 880s 327ms/step - loss: 495.4086 - logits_profile_predictions_loss: 468.5700 - logcount_predictions_loss: 0.9795 - val_loss: 529.0102 - val_logits_profile_predictions_loss: 499.0534 - val_logcount_predictions_loss: 1.0933 Epoch 00005: val_loss improved from 536.12946 to 529.01019, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 6/50 1/2692 [..............................] - ETA: 14:05 - loss: 482.5808 - logits_profile_predictions_loss: 448.4225 - logcount_predictions_loss: 1.2467 2/2692 [..............................] - ETA: 13:41 - loss: 487.9494 - logits_profile_predictions_loss: 455.7277 - logcount_predictions_loss: 1.1760 3/2692 [..............................] - ETA: 13:41 - loss: 489.0096 - logits_profile_predictions_loss: 457.0233 - logcount_predictions_loss: 1.1674 4/2692 [..............................] - ETA: 13:43 - loss: 489.0908 - logits_profile_predictions_loss: 457.8119 - logcount_predictions_loss: 1.1416 5/2692 [..............................] - ETA: 13:42 - loss: 488.5441 - logits_profile_predictions_loss: 457.6666 - logcount_predictions_loss: 1.1269 6/2692 [..............................] - ETA: 13:42 - loss: 489.2115 - 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[..............................] - ETA: 13:42 - loss: 493.5936 - logits_profile_predictions_loss: 464.4182 - logcount_predictions_loss: 1.0648 14/2692 [..............................] - ETA: 13:42 - loss: 493.5312 - logits_profile_predictions_loss: 464.5171 - logcount_predictions_loss: 1.0589 15/2692 [..............................] - ETA: 13:41 - loss: 493.7355 - logits_profile_predictions_loss: 464.8419 - logcount_predictions_loss: 1.0545 16/2692 [..............................] - ETA: 13:41 - loss: 493.9058 - logits_profile_predictions_loss: 465.1284 - logcount_predictions_loss: 1.0503 17/2692 [..............................] - ETA: 13:41 - loss: 494.0444 - logits_profile_predictions_loss: 465.3862 - logcount_predictions_loss: 1.0459 18/2692 [..............................] - ETA: 13:41 - loss: 493.9821 - logits_profile_predictions_loss: 465.4631 - logcount_predictions_loss: 1.0408 19/2692 [..............................] - ETA: 13:41 - loss: 493.9543 - 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logits_profile_predictions_loss: 463.7917 - logcount_predictions_loss: 0.9274 345/2692 [==>...........................] - ETA: 12:12 - loss: 489.1937 - logits_profile_predictions_loss: 463.7829 - logcount_predictions_loss: 0.9274 346/2692 [==>...........................] - ETA: 12:12 - loss: 489.1840 - logits_profile_predictions_loss: 463.7738 - logcount_predictions_loss: 0.9274 347/2692 [==>...........................] - ETA: 12:12 - loss: 489.1748 - logits_profile_predictions_loss: 463.7653 - logcount_predictions_loss: 0.9274 348/2692 [==>...........................] - ETA: 12:11 - loss: 489.1651 - logits_profile_predictions_loss: 463.7562 - logcount_predictions_loss: 0.9273 349/2692 [==>...........................] - ETA: 12:11 - loss: 489.1557 - logits_profile_predictions_loss: 463.7474 - logcount_predictions_loss: 0.9273 350/2692 [==>...........................] - ETA: 12:11 - loss: 489.1460 - logits_profile_predictions_loss: 463.7382 - logcount_predictions_loss: 0.9273 351/2692 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[=====>........................] - ETA: 11:12 - loss: 487.7864 - logits_profile_predictions_loss: 462.5106 - logcount_predictions_loss: 0.9225 547/2692 [=====>........................] - ETA: 11:11 - loss: 487.7821 - logits_profile_predictions_loss: 462.5064 - logcount_predictions_loss: 0.9225 548/2692 [=====>........................] - ETA: 11:11 - loss: 487.7777 - logits_profile_predictions_loss: 462.5022 - logcount_predictions_loss: 0.9225 549/2692 [=====>........................] - ETA: 11:11 - loss: 487.7732 - logits_profile_predictions_loss: 462.4979 - logcount_predictions_loss: 0.9225 550/2692 [=====>........................] - ETA: 11:10 - loss: 487.7685 - logits_profile_predictions_loss: 462.4934 - logcount_predictions_loss: 0.9224 551/2692 [=====>........................] - ETA: 11:10 - loss: 487.7638 - logits_profile_predictions_loss: 462.4889 - logcount_predictions_loss: 0.9224 552/2692 [=====>........................] - ETA: 11:10 - loss: 487.7591 - 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[=====>........................] - ETA: 11:08 - loss: 487.7281 - logits_profile_predictions_loss: 462.4543 - logcount_predictions_loss: 0.9224 560/2692 [=====>........................] - ETA: 11:07 - loss: 487.7238 - logits_profile_predictions_loss: 462.4501 - logcount_predictions_loss: 0.9224 561/2692 [=====>........................] - ETA: 11:07 - loss: 487.7195 - logits_profile_predictions_loss: 462.4459 - logcount_predictions_loss: 0.9224 562/2692 [=====>........................] - ETA: 11:07 - loss: 487.7153 - logits_profile_predictions_loss: 462.4418 - logcount_predictions_loss: 0.9224 563/2692 [=====>........................] - ETA: 11:06 - loss: 487.7109 - logits_profile_predictions_loss: 462.4376 - logcount_predictions_loss: 0.9224 564/2692 [=====>........................] - ETA: 11:06 - loss: 487.7065 - logits_profile_predictions_loss: 462.4334 - logcount_predictions_loss: 0.9224 565/2692 [=====>........................] - ETA: 11:06 - loss: 487.7024 - 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[=====>........................] - ETA: 11:04 - loss: 487.6751 - logits_profile_predictions_loss: 462.4031 - logcount_predictions_loss: 0.9223 573/2692 [=====>........................] - ETA: 11:03 - loss: 487.6719 - logits_profile_predictions_loss: 462.3999 - logcount_predictions_loss: 0.9223 574/2692 [=====>........................] - ETA: 11:03 - loss: 487.6687 - logits_profile_predictions_loss: 462.3969 - logcount_predictions_loss: 0.9223 575/2692 [=====>........................] - ETA: 11:03 - loss: 487.6657 - logits_profile_predictions_loss: 462.3940 - logcount_predictions_loss: 0.9223 576/2692 [=====>........................] - ETA: 11:02 - loss: 487.6626 - logits_profile_predictions_loss: 462.3911 - logcount_predictions_loss: 0.9223 577/2692 [=====>........................] - ETA: 11:02 - loss: 487.6598 - logits_profile_predictions_loss: 462.3883 - logcount_predictions_loss: 0.9223 578/2692 [=====>........................] - ETA: 11:02 - loss: 487.6569 - 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2686/2692 [============================>.] - ETA: 1s - loss: 486.7029 - logits_profile_predictions_loss: 461.4338 - logcount_predictions_loss: 0.9222 2687/2692 [============================>.] - ETA: 1s - loss: 486.7025 - logits_profile_predictions_loss: 461.4334 - logcount_predictions_loss: 0.9222 2688/2692 [============================>.] - ETA: 1s - loss: 486.7021 - logits_profile_predictions_loss: 461.4331 - logcount_predictions_loss: 0.9222 2689/2692 [============================>.] - ETA: 0s - loss: 486.7017 - logits_profile_predictions_loss: 461.4327 - logcount_predictions_loss: 0.9222 2690/2692 [============================>.] - ETA: 0s - loss: 486.7013 - logits_profile_predictions_loss: 461.4323 - logcount_predictions_loss: 0.9222 2691/2692 [============================>.] - ETA: 0s - loss: 486.7008 - logits_profile_predictions_loss: 461.4319 - logcount_predictions_loss: 0.9222 2692/2692 [==============================] - ETA: 0s - loss: 486.7004 - logits_profile_predictions_loss: 461.4316 - logcount_predictions_loss: 0.9222 2692/2692 [==============================] - 880s 327ms/step - loss: 486.7000 - logits_profile_predictions_loss: 461.4312 - logcount_predictions_loss: 0.9222 - val_loss: 524.4867 - val_logits_profile_predictions_loss: 494.7786 - val_logcount_predictions_loss: 1.0842 Epoch 00006: val_loss improved from 529.01019 to 524.48669, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 7/50 1/2692 [..............................] - ETA: 14:18 - loss: 433.9731 - logits_profile_predictions_loss: 416.2829 - logcount_predictions_loss: 0.6456 2/2692 [..............................] - ETA: 13:38 - loss: 461.4063 - logits_profile_predictions_loss: 441.6559 - logcount_predictions_loss: 0.7208 3/2692 [..............................] - ETA: 13:40 - loss: 465.9280 - logits_profile_predictions_loss: 445.4970 - logcount_predictions_loss: 0.7457 4/2692 [..............................] - ETA: 13:42 - loss: 468.5059 - logits_profile_predictions_loss: 447.4586 - logcount_predictions_loss: 0.7681 5/2692 [..............................] - ETA: 13:42 - loss: 469.5761 - logits_profile_predictions_loss: 447.9581 - logcount_predictions_loss: 0.7890 6/2692 [..............................] - ETA: 13:42 - loss: 470.6126 - logits_profile_predictions_loss: 448.3960 - logcount_predictions_loss: 0.8108 7/2692 [..............................] - ETA: 13:42 - loss: 470.4005 - logits_profile_predictions_loss: 447.7058 - logcount_predictions_loss: 0.8283 8/2692 [..............................] - ETA: 13:42 - loss: 471.7455 - logits_profile_predictions_loss: 448.6184 - logcount_predictions_loss: 0.8441 9/2692 [..............................] - ETA: 13:42 - loss: 472.1671 - logits_profile_predictions_loss: 448.7895 - logcount_predictions_loss: 0.8532 10/2692 [..............................] - ETA: 13:42 - loss: 472.9010 - logits_profile_predictions_loss: 449.3226 - logcount_predictions_loss: 0.8605 11/2692 [..............................] - ETA: 13:42 - loss: 473.9237 - logits_profile_predictions_loss: 450.1648 - logcount_predictions_loss: 0.8671 12/2692 [..............................] - ETA: 13:42 - loss: 474.5149 - logits_profile_predictions_loss: 450.6149 - logcount_predictions_loss: 0.8723 13/2692 [..............................] - ETA: 13:41 - loss: 475.6415 - logits_profile_predictions_loss: 451.6021 - logcount_predictions_loss: 0.8773 14/2692 [..............................] - ETA: 13:41 - loss: 476.8653 - logits_profile_predictions_loss: 452.7515 - logcount_predictions_loss: 0.8801 15/2692 [..............................] - ETA: 13:41 - loss: 477.6240 - logits_profile_predictions_loss: 453.4517 - logcount_predictions_loss: 0.8822 16/2692 [..............................] - ETA: 13:41 - loss: 478.2485 - logits_profile_predictions_loss: 454.0295 - logcount_predictions_loss: 0.8839 17/2692 [..............................] - ETA: 13:41 - loss: 478.6921 - logits_profile_predictions_loss: 454.4297 - logcount_predictions_loss: 0.8855 18/2692 [..............................] - ETA: 13:41 - loss: 478.9269 - logits_profile_predictions_loss: 454.6520 - logcount_predictions_loss: 0.8859 19/2692 [..............................] - ETA: 13:40 - loss: 479.1785 - logits_profile_predictions_loss: 454.9029 - logcount_predictions_loss: 0.8860 20/2692 [..............................] - ETA: 13:40 - loss: 479.3317 - logits_profile_predictions_loss: 455.0434 - logcount_predictions_loss: 0.8864 21/2692 [..............................] - ETA: 13:40 - loss: 479.4010 - logits_profile_predictions_loss: 455.0878 - logcount_predictions_loss: 0.8873 22/2692 [..............................] - ETA: 13:40 - loss: 479.6064 - logits_profile_predictions_loss: 455.2516 - logcount_predictions_loss: 0.8889 23/2692 [..............................] - ETA: 13:40 - loss: 479.6943 - logits_profile_predictions_loss: 455.3096 - 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37/2692 [..............................] - ETA: 13:37 - loss: 481.8077 - logits_profile_predictions_loss: 457.0431 - logcount_predictions_loss: 0.9038 38/2692 [..............................] - ETA: 13:36 - loss: 481.7773 - logits_profile_predictions_loss: 457.0057 - logcount_predictions_loss: 0.9041 39/2692 [..............................] - ETA: 13:36 - loss: 481.7666 - logits_profile_predictions_loss: 456.9831 - logcount_predictions_loss: 0.9045 40/2692 [..............................] - ETA: 13:36 - loss: 481.7829 - logits_profile_predictions_loss: 456.9886 - logcount_predictions_loss: 0.9049 41/2692 [..............................] - ETA: 13:36 - loss: 481.8768 - logits_profile_predictions_loss: 457.0726 - logcount_predictions_loss: 0.9053 42/2692 [..............................] - ETA: 13:36 - loss: 481.9707 - logits_profile_predictions_loss: 457.1553 - logcount_predictions_loss: 0.9057 43/2692 [..............................] - ETA: 13:36 - loss: 482.0658 - 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[..............................] - ETA: 13:34 - loss: 482.4608 - logits_profile_predictions_loss: 457.5899 - logcount_predictions_loss: 0.9077 51/2692 [..............................] - ETA: 13:34 - loss: 482.4862 - logits_profile_predictions_loss: 457.6154 - logcount_predictions_loss: 0.9077 52/2692 [..............................] - ETA: 13:34 - loss: 482.4963 - logits_profile_predictions_loss: 457.6275 - logcount_predictions_loss: 0.9076 53/2692 [..............................] - ETA: 13:33 - loss: 482.5131 - logits_profile_predictions_loss: 457.6452 - logcount_predictions_loss: 0.9076 54/2692 [..............................] - ETA: 13:33 - loss: 482.5302 - logits_profile_predictions_loss: 457.6635 - logcount_predictions_loss: 0.9075 55/2692 [..............................] - ETA: 13:33 - loss: 482.5079 - logits_profile_predictions_loss: 457.6408 - logcount_predictions_loss: 0.9076 56/2692 [..............................] - ETA: 13:33 - loss: 482.5052 - 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[..............................] - ETA: 13:31 - loss: 482.4784 - logits_profile_predictions_loss: 457.6452 - logcount_predictions_loss: 0.9063 64/2692 [..............................] - ETA: 13:31 - loss: 482.4894 - logits_profile_predictions_loss: 457.6613 - logcount_predictions_loss: 0.9061 65/2692 [..............................] - ETA: 13:31 - loss: 482.5136 - logits_profile_predictions_loss: 457.6915 - logcount_predictions_loss: 0.9059 66/2692 [..............................] - ETA: 13:30 - loss: 482.5418 - logits_profile_predictions_loss: 457.7269 - logcount_predictions_loss: 0.9056 67/2692 [..............................] - ETA: 13:30 - loss: 482.5710 - logits_profile_predictions_loss: 457.7641 - logcount_predictions_loss: 0.9054 68/2692 [..............................] - ETA: 13:30 - loss: 482.5770 - logits_profile_predictions_loss: 457.7780 - logcount_predictions_loss: 0.9051 69/2692 [..............................] - ETA: 13:30 - loss: 482.5822 - 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[..............................] - ETA: 13:28 - loss: 482.6049 - logits_profile_predictions_loss: 457.8601 - logcount_predictions_loss: 0.9031 77/2692 [..............................] - ETA: 13:27 - loss: 482.6134 - logits_profile_predictions_loss: 457.8740 - logcount_predictions_loss: 0.9029 78/2692 [..............................] - ETA: 13:27 - loss: 482.6139 - logits_profile_predictions_loss: 457.8800 - logcount_predictions_loss: 0.9027 79/2692 [..............................] - ETA: 13:27 - loss: 482.6086 - logits_profile_predictions_loss: 457.8807 - logcount_predictions_loss: 0.9025 80/2692 [..............................] - ETA: 13:27 - loss: 482.6030 - logits_profile_predictions_loss: 457.8805 - logcount_predictions_loss: 0.9023 81/2692 [..............................] - ETA: 13:26 - loss: 482.5921 - logits_profile_predictions_loss: 457.8749 - logcount_predictions_loss: 0.9021 82/2692 [..............................] - ETA: 13:26 - loss: 482.5720 - 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[..............................] - ETA: 13:24 - loss: 482.4452 - logits_profile_predictions_loss: 457.7550 - logcount_predictions_loss: 0.9011 90/2692 [>.............................] - ETA: 13:24 - loss: 482.4167 - logits_profile_predictions_loss: 457.7311 - logcount_predictions_loss: 0.9009 91/2692 [>.............................] - ETA: 13:24 - loss: 482.3872 - logits_profile_predictions_loss: 457.7069 - logcount_predictions_loss: 0.9007 92/2692 [>.............................] - ETA: 13:24 - loss: 482.3575 - logits_profile_predictions_loss: 457.6829 - logcount_predictions_loss: 0.9005 93/2692 [>.............................] - ETA: 13:23 - loss: 482.3263 - logits_profile_predictions_loss: 457.6576 - logcount_predictions_loss: 0.9003 94/2692 [>.............................] - ETA: 13:23 - loss: 482.3004 - logits_profile_predictions_loss: 457.6371 - logcount_predictions_loss: 0.9001 95/2692 [>.............................] - ETA: 13:23 - loss: 482.2752 - 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[>.............................] - ETA: 13:21 - loss: 482.1535 - logits_profile_predictions_loss: 457.5283 - logcount_predictions_loss: 0.8987 103/2692 [>.............................] - ETA: 13:21 - loss: 482.1384 - logits_profile_predictions_loss: 457.5167 - logcount_predictions_loss: 0.8986 104/2692 [>.............................] - ETA: 13:20 - loss: 482.1195 - logits_profile_predictions_loss: 457.5014 - logcount_predictions_loss: 0.8985 105/2692 [>.............................] - ETA: 13:20 - loss: 482.0974 - logits_profile_predictions_loss: 457.4825 - logcount_predictions_loss: 0.8984 106/2692 [>.............................] - ETA: 13:20 - loss: 482.0714 - logits_profile_predictions_loss: 457.4599 - logcount_predictions_loss: 0.8982 107/2692 [>.............................] - ETA: 13:20 - loss: 482.0482 - logits_profile_predictions_loss: 457.4405 - logcount_predictions_loss: 0.8981 108/2692 [>.............................] - ETA: 13:19 - loss: 482.0180 - 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[============================>.] - ETA: 21s - loss: 478.4844 - logits_profile_predictions_loss: 454.8740 - logcount_predictions_loss: 0.8617 2626/2692 [============================>.] - ETA: 20s - loss: 478.4843 - logits_profile_predictions_loss: 454.8739 - logcount_predictions_loss: 0.8617 2627/2692 [============================>.] - ETA: 20s - loss: 478.4842 - logits_profile_predictions_loss: 454.8738 - logcount_predictions_loss: 0.8617 2628/2692 [============================>.] - ETA: 20s - loss: 478.4841 - logits_profile_predictions_loss: 454.8737 - logcount_predictions_loss: 0.8617 2629/2692 [============================>.] - ETA: 19s - loss: 478.4839 - logits_profile_predictions_loss: 454.8736 - logcount_predictions_loss: 0.8617 2630/2692 [============================>.] - ETA: 19s - loss: 478.4838 - logits_profile_predictions_loss: 454.8735 - logcount_predictions_loss: 0.8617 2631/2692 [============================>.] - ETA: 19s - loss: 478.4837 - 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[============================>.] - ETA: 16s - loss: 478.4829 - logits_profile_predictions_loss: 454.8727 - logcount_predictions_loss: 0.8617 2639/2692 [============================>.] - ETA: 16s - loss: 478.4827 - logits_profile_predictions_loss: 454.8726 - logcount_predictions_loss: 0.8617 2640/2692 [============================>.] - ETA: 16s - loss: 478.4826 - logits_profile_predictions_loss: 454.8725 - logcount_predictions_loss: 0.8617 2641/2692 [============================>.] - ETA: 16s - loss: 478.4825 - logits_profile_predictions_loss: 454.8725 - logcount_predictions_loss: 0.8617 2642/2692 [============================>.] - ETA: 15s - loss: 478.4824 - logits_profile_predictions_loss: 454.8724 - logcount_predictions_loss: 0.8617 2643/2692 [============================>.] - ETA: 15s - loss: 478.4823 - logits_profile_predictions_loss: 454.8723 - logcount_predictions_loss: 0.8617 2644/2692 [============================>.] - ETA: 15s - loss: 478.4822 - 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[============================>.] - ETA: 12s - loss: 478.4815 - logits_profile_predictions_loss: 454.8717 - logcount_predictions_loss: 0.8617 2652/2692 [============================>.] - ETA: 12s - loss: 478.4814 - logits_profile_predictions_loss: 454.8716 - logcount_predictions_loss: 0.8617 2653/2692 [============================>.] - ETA: 12s - loss: 478.4813 - logits_profile_predictions_loss: 454.8716 - logcount_predictions_loss: 0.8617 2654/2692 [============================>.] - ETA: 11s - loss: 478.4812 - logits_profile_predictions_loss: 454.8715 - logcount_predictions_loss: 0.8617 2655/2692 [============================>.] - ETA: 11s - loss: 478.4811 - logits_profile_predictions_loss: 454.8714 - logcount_predictions_loss: 0.8617 2656/2692 [============================>.] - ETA: 11s - loss: 478.4811 - logits_profile_predictions_loss: 454.8714 - logcount_predictions_loss: 0.8617 2657/2692 [============================>.] - ETA: 10s - loss: 478.4810 - logits_profile_predictions_loss: 454.8713 - logcount_predictions_loss: 0.8617 2658/2692 [============================>.] - ETA: 10s - loss: 478.4809 - logits_profile_predictions_loss: 454.8712 - logcount_predictions_loss: 0.8617 2659/2692 [============================>.] - ETA: 10s - loss: 478.4808 - logits_profile_predictions_loss: 454.8712 - logcount_predictions_loss: 0.8617 2660/2692 [============================>.] - ETA: 10s - loss: 478.4807 - logits_profile_predictions_loss: 454.8711 - logcount_predictions_loss: 0.8617 2661/2692 [============================>.] - ETA: 9s - loss: 478.4806 - logits_profile_predictions_loss: 454.8710 - logcount_predictions_loss: 0.8617  2662/2692 [============================>.] - ETA: 9s - loss: 478.4805 - logits_profile_predictions_loss: 454.8710 - logcount_predictions_loss: 0.8617 2663/2692 [============================>.] - ETA: 9s - loss: 478.4805 - logits_profile_predictions_loss: 454.8709 - logcount_predictions_loss: 0.8617 2664/2692 [============================>.] - ETA: 8s - loss: 478.4804 - logits_profile_predictions_loss: 454.8708 - logcount_predictions_loss: 0.8617 2665/2692 [============================>.] - ETA: 8s - loss: 478.4803 - logits_profile_predictions_loss: 454.8708 - logcount_predictions_loss: 0.8617 2666/2692 [============================>.] - ETA: 8s - loss: 478.4802 - logits_profile_predictions_loss: 454.8707 - logcount_predictions_loss: 0.8617 2667/2692 [============================>.] - ETA: 7s - loss: 478.4801 - logits_profile_predictions_loss: 454.8707 - logcount_predictions_loss: 0.8617 2668/2692 [============================>.] - ETA: 7s - loss: 478.4800 - logits_profile_predictions_loss: 454.8706 - logcount_predictions_loss: 0.8617 2669/2692 [============================>.] - ETA: 7s - loss: 478.4799 - logits_profile_predictions_loss: 454.8705 - logcount_predictions_loss: 0.8617 2670/2692 [============================>.] - ETA: 6s - loss: 478.4798 - logits_profile_predictions_loss: 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2684/2692 [============================>.] - ETA: 2s - loss: 478.4786 - logits_profile_predictions_loss: 454.8695 - logcount_predictions_loss: 0.8616 2685/2692 [============================>.] - ETA: 2s - loss: 478.4785 - logits_profile_predictions_loss: 454.8694 - logcount_predictions_loss: 0.8616 2686/2692 [============================>.] - ETA: 1s - loss: 478.4784 - logits_profile_predictions_loss: 454.8693 - logcount_predictions_loss: 0.8616 2687/2692 [============================>.] - ETA: 1s - loss: 478.4783 - logits_profile_predictions_loss: 454.8692 - logcount_predictions_loss: 0.8616 2688/2692 [============================>.] - ETA: 1s - loss: 478.4782 - logits_profile_predictions_loss: 454.8691 - logcount_predictions_loss: 0.8616 2689/2692 [============================>.] - ETA: 0s - loss: 478.4781 - logits_profile_predictions_loss: 454.8691 - logcount_predictions_loss: 0.8616 2690/2692 [============================>.] - ETA: 0s - loss: 478.4780 - logits_profile_predictions_loss: 454.8690 - logcount_predictions_loss: 0.8616 2691/2692 [============================>.] - ETA: 0s - loss: 478.4779 - logits_profile_predictions_loss: 454.8689 - logcount_predictions_loss: 0.8616 2692/2692 [==============================] - ETA: 0s - loss: 478.4778 - logits_profile_predictions_loss: 454.8688 - logcount_predictions_loss: 0.8616 2692/2692 [==============================] - 879s 327ms/step - loss: 478.4777 - logits_profile_predictions_loss: 454.8688 - logcount_predictions_loss: 0.8616 - val_loss: 521.4443 - val_logits_profile_predictions_loss: 495.1198 - val_logcount_predictions_loss: 0.9607 Epoch 00007: val_loss improved from 524.48669 to 521.44427, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 8/50 1/2692 [..............................] - ETA: 14:09 - loss: 475.3133 - logits_profile_predictions_loss: 446.5421 - logcount_predictions_loss: 1.0500 2/2692 [..............................] - ETA: 13:40 - loss: 505.6296 - logits_profile_predictions_loss: 477.7110 - logcount_predictions_loss: 1.0189 3/2692 [..............................] - ETA: 13:39 - loss: 513.0305 - logits_profile_predictions_loss: 485.7718 - logcount_predictions_loss: 0.9948 4/2692 [..............................] - ETA: 13:41 - loss: 513.8077 - logits_profile_predictions_loss: 487.1303 - logcount_predictions_loss: 0.9736 5/2692 [..............................] - ETA: 13:41 - loss: 510.5256 - logits_profile_predictions_loss: 484.0980 - logcount_predictions_loss: 0.9645 6/2692 [..............................] - ETA: 13:41 - loss: 509.3632 - logits_profile_predictions_loss: 483.2746 - logcount_predictions_loss: 0.9521 7/2692 [..............................] - ETA: 13:40 - loss: 507.7519 - logits_profile_predictions_loss: 481.9190 - logcount_predictions_loss: 0.9428 8/2692 [..............................] - ETA: 13:40 - loss: 505.7943 - logits_profile_predictions_loss: 480.3122 - logcount_predictions_loss: 0.9300 9/2692 [..............................] - ETA: 13:40 - loss: 504.3134 - logits_profile_predictions_loss: 479.1608 - logcount_predictions_loss: 0.9180 10/2692 [..............................] - ETA: 13:40 - loss: 502.4757 - logits_profile_predictions_loss: 477.6225 - logcount_predictions_loss: 0.9071 11/2692 [..............................] - ETA: 13:40 - loss: 500.5363 - logits_profile_predictions_loss: 475.8638 - logcount_predictions_loss: 0.9005 12/2692 [..............................] - ETA: 13:40 - loss: 499.2721 - logits_profile_predictions_loss: 474.7821 - logcount_predictions_loss: 0.8938 13/2692 [..............................] - ETA: 13:40 - loss: 498.1749 - logits_profile_predictions_loss: 473.8000 - logcount_predictions_loss: 0.8896 14/2692 [..............................] - ETA: 13:40 - loss: 497.4305 - logits_profile_predictions_loss: 473.1922 - logcount_predictions_loss: 0.8846 15/2692 [..............................] - ETA: 13:39 - loss: 496.7828 - logits_profile_predictions_loss: 472.6789 - logcount_predictions_loss: 0.8797 16/2692 [..............................] - ETA: 13:39 - loss: 495.9670 - logits_profile_predictions_loss: 471.9834 - logcount_predictions_loss: 0.8753 17/2692 [..............................] - ETA: 13:39 - loss: 495.3557 - logits_profile_predictions_loss: 471.4665 - logcount_predictions_loss: 0.8719 18/2692 [..............................] - ETA: 13:39 - loss: 494.6693 - logits_profile_predictions_loss: 470.8513 - logcount_predictions_loss: 0.8693 19/2692 [..............................] - ETA: 13:39 - loss: 494.1172 - logits_profile_predictions_loss: 470.3564 - logcount_predictions_loss: 0.8672 20/2692 [..............................] - ETA: 13:38 - loss: 493.5446 - logits_profile_predictions_loss: 469.8363 - logcount_predictions_loss: 0.8653 21/2692 [..............................] - ETA: 13:38 - loss: 492.8364 - logits_profile_predictions_loss: 469.1674 - 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35/2692 [..............................] - ETA: 13:35 - loss: 486.8992 - logits_profile_predictions_loss: 463.8160 - logcount_predictions_loss: 0.8425 36/2692 [..............................] - ETA: 13:35 - loss: 486.5565 - logits_profile_predictions_loss: 463.5033 - logcount_predictions_loss: 0.8414 37/2692 [..............................] - ETA: 13:34 - loss: 486.2327 - logits_profile_predictions_loss: 463.2038 - logcount_predictions_loss: 0.8405 38/2692 [..............................] - ETA: 13:34 - loss: 485.8857 - logits_profile_predictions_loss: 462.8802 - logcount_predictions_loss: 0.8396 39/2692 [..............................] - ETA: 13:34 - loss: 485.5514 - logits_profile_predictions_loss: 462.5709 - logcount_predictions_loss: 0.8387 40/2692 [..............................] - ETA: 13:34 - loss: 485.2343 - logits_profile_predictions_loss: 462.2784 - logcount_predictions_loss: 0.8378 41/2692 [..............................] - ETA: 13:33 - loss: 484.9126 - 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[..............................] - ETA: 13:32 - loss: 483.2071 - logits_profile_predictions_loss: 460.4294 - logcount_predictions_loss: 0.8313 49/2692 [..............................] - ETA: 13:31 - loss: 482.9890 - logits_profile_predictions_loss: 460.2303 - logcount_predictions_loss: 0.8306 50/2692 [..............................] - ETA: 13:31 - loss: 482.7650 - logits_profile_predictions_loss: 460.0223 - logcount_predictions_loss: 0.8300 51/2692 [..............................] - ETA: 13:31 - loss: 482.5483 - logits_profile_predictions_loss: 459.8224 - logcount_predictions_loss: 0.8294 52/2692 [..............................] - ETA: 13:31 - loss: 482.3241 - logits_profile_predictions_loss: 459.6155 - logcount_predictions_loss: 0.8288 53/2692 [..............................] - ETA: 13:31 - loss: 482.1263 - logits_profile_predictions_loss: 459.4332 - logcount_predictions_loss: 0.8282 54/2692 [..............................] - ETA: 13:30 - loss: 481.9251 - 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[..............................] - ETA: 13:29 - loss: 480.6022 - logits_profile_predictions_loss: 458.0312 - logcount_predictions_loss: 0.8238 62/2692 [..............................] - ETA: 13:28 - loss: 480.4467 - logits_profile_predictions_loss: 457.8918 - logcount_predictions_loss: 0.8232 63/2692 [..............................] - ETA: 13:28 - loss: 480.2969 - logits_profile_predictions_loss: 457.7556 - logcount_predictions_loss: 0.8227 64/2692 [..............................] - ETA: 13:28 - loss: 480.1606 - logits_profile_predictions_loss: 457.6335 - logcount_predictions_loss: 0.8222 65/2692 [..............................] - ETA: 13:28 - loss: 480.0381 - logits_profile_predictions_loss: 457.5250 - logcount_predictions_loss: 0.8216 66/2692 [..............................] - ETA: 13:28 - loss: 479.9283 - logits_profile_predictions_loss: 457.4278 - logcount_predictions_loss: 0.8212 67/2692 [..............................] - ETA: 13:27 - loss: 479.8160 - 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logits_profile_predictions_loss: 453.1238 - logcount_predictions_loss: 0.7976 354/2692 [==>...........................] - ETA: 12:08 - loss: 474.9786 - logits_profile_predictions_loss: 453.1246 - logcount_predictions_loss: 0.7976 355/2692 [==>...........................] - ETA: 12:07 - loss: 474.9789 - logits_profile_predictions_loss: 453.1245 - logcount_predictions_loss: 0.7976 356/2692 [==>...........................] - ETA: 12:07 - loss: 474.9796 - logits_profile_predictions_loss: 453.1248 - logcount_predictions_loss: 0.7976 357/2692 [==>...........................] - ETA: 12:07 - loss: 474.9801 - logits_profile_predictions_loss: 453.1249 - logcount_predictions_loss: 0.7976 358/2692 [==>...........................] - ETA: 12:07 - loss: 474.9806 - logits_profile_predictions_loss: 453.1249 - logcount_predictions_loss: 0.7976 359/2692 [===>..........................] - ETA: 12:06 - loss: 474.9818 - logits_profile_predictions_loss: 453.1256 - logcount_predictions_loss: 0.7977 360/2692 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logits_profile_predictions_loss: 453.1289 - logcount_predictions_loss: 0.7979 367/2692 [===>..........................] - ETA: 12:04 - loss: 474.9940 - logits_profile_predictions_loss: 453.1308 - logcount_predictions_loss: 0.7979 368/2692 [===>..........................] - ETA: 12:04 - loss: 474.9972 - logits_profile_predictions_loss: 453.1329 - logcount_predictions_loss: 0.7980 369/2692 [===>..........................] - ETA: 12:03 - loss: 474.9998 - logits_profile_predictions_loss: 453.1345 - logcount_predictions_loss: 0.7980 370/2692 [===>..........................] - ETA: 12:03 - loss: 475.0018 - logits_profile_predictions_loss: 453.1355 - logcount_predictions_loss: 0.7980 371/2692 [===>..........................] - ETA: 12:03 - loss: 475.0042 - logits_profile_predictions_loss: 453.1369 - logcount_predictions_loss: 0.7981 372/2692 [===>..........................] - ETA: 12:02 - loss: 475.0062 - logits_profile_predictions_loss: 453.1379 - logcount_predictions_loss: 0.7981 373/2692 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logits_profile_predictions_loss: 453.1404 - logcount_predictions_loss: 0.7983 380/2692 [===>..........................] - ETA: 12:00 - loss: 475.0157 - logits_profile_predictions_loss: 453.1402 - logcount_predictions_loss: 0.7984 381/2692 [===>..........................] - ETA: 12:00 - loss: 475.0164 - logits_profile_predictions_loss: 453.1400 - logcount_predictions_loss: 0.7984 382/2692 [===>..........................] - ETA: 11:59 - loss: 475.0173 - logits_profile_predictions_loss: 453.1401 - logcount_predictions_loss: 0.7984 383/2692 [===>..........................] - ETA: 11:59 - loss: 475.0181 - logits_profile_predictions_loss: 453.1400 - logcount_predictions_loss: 0.7985 384/2692 [===>..........................] - ETA: 11:59 - loss: 475.0190 - logits_profile_predictions_loss: 453.1399 - logcount_predictions_loss: 0.7985 385/2692 [===>..........................] - ETA: 11:59 - loss: 475.0196 - logits_profile_predictions_loss: 453.1396 - logcount_predictions_loss: 0.7985 386/2692 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logits_profile_predictions_loss: 453.1375 - logcount_predictions_loss: 0.7988 393/2692 [===>..........................] - ETA: 11:56 - loss: 475.0248 - logits_profile_predictions_loss: 453.1374 - logcount_predictions_loss: 0.7988 394/2692 [===>..........................] - ETA: 11:56 - loss: 475.0260 - logits_profile_predictions_loss: 453.1377 - logcount_predictions_loss: 0.7988 395/2692 [===>..........................] - ETA: 11:56 - loss: 475.0272 - logits_profile_predictions_loss: 453.1379 - logcount_predictions_loss: 0.7989 396/2692 [===>..........................] - ETA: 11:55 - loss: 475.0283 - logits_profile_predictions_loss: 453.1381 - logcount_predictions_loss: 0.7989 397/2692 [===>..........................] - ETA: 11:55 - loss: 475.0293 - logits_profile_predictions_loss: 453.1381 - logcount_predictions_loss: 0.7989 398/2692 [===>..........................] - ETA: 11:55 - loss: 475.0305 - logits_profile_predictions_loss: 453.1383 - logcount_predictions_loss: 0.7990 399/2692 [===>..........................] - ETA: 11:54 - loss: 475.0315 - logits_profile_predictions_loss: 453.1383 - logcount_predictions_loss: 0.7990 400/2692 [===>..........................] - ETA: 11:54 - loss: 475.0324 - logits_profile_predictions_loss: 453.1381 - logcount_predictions_loss: 0.7991 401/2692 [===>..........................] - ETA: 11:54 - loss: 475.0340 - logits_profile_predictions_loss: 453.1387 - logcount_predictions_loss: 0.7991 402/2692 [===>..........................] - ETA: 11:53 - loss: 475.0352 - logits_profile_predictions_loss: 453.1388 - logcount_predictions_loss: 0.7991 403/2692 [===>..........................] - ETA: 11:53 - loss: 475.0367 - logits_profile_predictions_loss: 453.1394 - logcount_predictions_loss: 0.7992 404/2692 [===>..........................] - ETA: 11:53 - loss: 475.0384 - logits_profile_predictions_loss: 453.1400 - logcount_predictions_loss: 0.7992 405/2692 [===>..........................] - ETA: 11:53 - loss: 475.0398 - logits_profile_predictions_loss: 453.1404 - logcount_predictions_loss: 0.7992 406/2692 [===>..........................] - ETA: 11:52 - loss: 475.0410 - logits_profile_predictions_loss: 453.1406 - logcount_predictions_loss: 0.7993 407/2692 [===>..........................] - ETA: 11:52 - loss: 475.0423 - logits_profile_predictions_loss: 453.1410 - logcount_predictions_loss: 0.7993 408/2692 [===>..........................] - ETA: 11:52 - loss: 475.0435 - logits_profile_predictions_loss: 453.1412 - logcount_predictions_loss: 0.7994 409/2692 [===>..........................] - ETA: 11:51 - loss: 475.0443 - logits_profile_predictions_loss: 453.1410 - logcount_predictions_loss: 0.7994 410/2692 [===>..........................] - ETA: 11:51 - loss: 475.0449 - logits_profile_predictions_loss: 453.1407 - logcount_predictions_loss: 0.7994 411/2692 [===>..........................] - ETA: 11:51 - loss: 475.0453 - logits_profile_predictions_loss: 453.1402 - logcount_predictions_loss: 0.7995 412/2692 [===>..........................] - ETA: 11:50 - loss: 475.0456 - logits_profile_predictions_loss: 453.1395 - logcount_predictions_loss: 0.7995 413/2692 [===>..........................] - ETA: 11:50 - loss: 475.0459 - logits_profile_predictions_loss: 453.1388 - logcount_predictions_loss: 0.7995 414/2692 [===>..........................] - ETA: 11:50 - loss: 475.0460 - logits_profile_predictions_loss: 453.1379 - logcount_predictions_loss: 0.7996 415/2692 [===>..........................] - ETA: 11:50 - loss: 475.0463 - logits_profile_predictions_loss: 453.1372 - logcount_predictions_loss: 0.7996 416/2692 [===>..........................] - ETA: 11:49 - loss: 475.0466 - logits_profile_predictions_loss: 453.1364 - logcount_predictions_loss: 0.7996 417/2692 [===>..........................] - ETA: 11:49 - loss: 475.0469 - logits_profile_predictions_loss: 453.1358 - logcount_predictions_loss: 0.7997 418/2692 [===>..........................] - ETA: 11:49 - loss: 475.0470 - logits_profile_predictions_loss: 453.1348 - logcount_predictions_loss: 0.7997 419/2692 [===>..........................] - ETA: 11:48 - loss: 475.0470 - logits_profile_predictions_loss: 453.1338 - logcount_predictions_loss: 0.7997 420/2692 [===>..........................] - ETA: 11:48 - loss: 475.0473 - logits_profile_predictions_loss: 453.1331 - logcount_predictions_loss: 0.7998 421/2692 [===>..........................] - ETA: 11:48 - loss: 475.0476 - logits_profile_predictions_loss: 453.1324 - logcount_predictions_loss: 0.7998 422/2692 [===>..........................] - ETA: 11:47 - loss: 475.0480 - logits_profile_predictions_loss: 453.1319 - logcount_predictions_loss: 0.7999 423/2692 [===>..........................] - ETA: 11:47 - loss: 475.0483 - logits_profile_predictions_loss: 453.1311 - logcount_predictions_loss: 0.7999 424/2692 [===>..........................] - ETA: 11:47 - loss: 475.0485 - logits_profile_predictions_loss: 453.1304 - logcount_predictions_loss: 0.7999 425/2692 [===>..........................] - ETA: 11:47 - loss: 475.0487 - logits_profile_predictions_loss: 453.1296 - logcount_predictions_loss: 0.8000 426/2692 [===>..........................] - ETA: 11:46 - loss: 475.0497 - logits_profile_predictions_loss: 453.1296 - logcount_predictions_loss: 0.8000 427/2692 [===>..........................] - ETA: 11:46 - loss: 475.0507 - logits_profile_predictions_loss: 453.1295 - logcount_predictions_loss: 0.8000 428/2692 [===>..........................] - ETA: 11:46 - loss: 475.0518 - logits_profile_predictions_loss: 453.1297 - logcount_predictions_loss: 0.8001 429/2692 [===>..........................] - ETA: 11:45 - loss: 475.0527 - logits_profile_predictions_loss: 453.1296 - logcount_predictions_loss: 0.8001 430/2692 [===>..........................] - ETA: 11:45 - loss: 475.0536 - logits_profile_predictions_loss: 453.1294 - logcount_predictions_loss: 0.8001 431/2692 [===>..........................] - ETA: 11:45 - loss: 475.0546 - logits_profile_predictions_loss: 453.1295 - logcount_predictions_loss: 0.8002 432/2692 [===>..........................] - ETA: 11:44 - loss: 475.0556 - logits_profile_predictions_loss: 453.1295 - logcount_predictions_loss: 0.8002 433/2692 [===>..........................] - ETA: 11:44 - loss: 475.0568 - logits_profile_predictions_loss: 453.1297 - logcount_predictions_loss: 0.8003 434/2692 [===>..........................] - ETA: 11:44 - loss: 475.0581 - logits_profile_predictions_loss: 453.1300 - logcount_predictions_loss: 0.8003 435/2692 [===>..........................] - ETA: 11:44 - loss: 475.0597 - logits_profile_predictions_loss: 453.1306 - logcount_predictions_loss: 0.8003 436/2692 [===>..........................] - ETA: 11:43 - loss: 475.0612 - logits_profile_predictions_loss: 453.1312 - logcount_predictions_loss: 0.8004 437/2692 [===>..........................] - ETA: 11:43 - loss: 475.0630 - logits_profile_predictions_loss: 453.1319 - logcount_predictions_loss: 0.8004 438/2692 [===>..........................] - ETA: 11:43 - loss: 475.0651 - logits_profile_predictions_loss: 453.1330 - logcount_predictions_loss: 0.8004 439/2692 [===>..........................] - ETA: 11:42 - loss: 475.0671 - logits_profile_predictions_loss: 453.1341 - logcount_predictions_loss: 0.8005 440/2692 [===>..........................] - ETA: 11:42 - loss: 475.0691 - logits_profile_predictions_loss: 453.1350 - logcount_predictions_loss: 0.8005 441/2692 [===>..........................] - ETA: 11:42 - loss: 475.0709 - logits_profile_predictions_loss: 453.1357 - logcount_predictions_loss: 0.8005 442/2692 [===>..........................] - ETA: 11:41 - loss: 475.0726 - logits_profile_predictions_loss: 453.1364 - logcount_predictions_loss: 0.8006 443/2692 [===>..........................] - ETA: 11:41 - loss: 475.0745 - logits_profile_predictions_loss: 453.1373 - logcount_predictions_loss: 0.8006 444/2692 [===>..........................] - ETA: 11:41 - loss: 475.0762 - logits_profile_predictions_loss: 453.1380 - logcount_predictions_loss: 0.8007 445/2692 [===>..........................] - ETA: 11:41 - loss: 475.0778 - logits_profile_predictions_loss: 453.1385 - logcount_predictions_loss: 0.8007 446/2692 [===>..........................] - ETA: 11:40 - loss: 475.0792 - logits_profile_predictions_loss: 453.1389 - logcount_predictions_loss: 0.8007 447/2692 [===>..........................] - ETA: 11:40 - loss: 475.0806 - logits_profile_predictions_loss: 453.1392 - logcount_predictions_loss: 0.8008 448/2692 [===>..........................] - ETA: 11:40 - loss: 475.0816 - logits_profile_predictions_loss: 453.1392 - logcount_predictions_loss: 0.8008 449/2692 [====>.........................] - ETA: 11:39 - loss: 475.0824 - logits_profile_predictions_loss: 453.1390 - logcount_predictions_loss: 0.8009 450/2692 [====>.........................] - ETA: 11:39 - loss: 475.0832 - logits_profile_predictions_loss: 453.1388 - logcount_predictions_loss: 0.8009 451/2692 [====>.........................] - ETA: 11:39 - loss: 475.0840 - logits_profile_predictions_loss: 453.1386 - logcount_predictions_loss: 0.8009 452/2692 [====>.........................] - ETA: 11:38 - loss: 475.0842 - logits_profile_predictions_loss: 453.1378 - logcount_predictions_loss: 0.8010 453/2692 [====>.........................] - ETA: 11:38 - loss: 475.0844 - logits_profile_predictions_loss: 453.1369 - logcount_predictions_loss: 0.8010 454/2692 [====>.........................] - ETA: 11:38 - loss: 475.0847 - logits_profile_predictions_loss: 453.1362 - logcount_predictions_loss: 0.8010 455/2692 [====>.........................] - ETA: 11:38 - loss: 475.0851 - logits_profile_predictions_loss: 453.1357 - logcount_predictions_loss: 0.8011 456/2692 [====>.........................] - ETA: 11:37 - loss: 475.0853 - logits_profile_predictions_loss: 453.1348 - logcount_predictions_loss: 0.8011 457/2692 [====>.........................] - ETA: 11:37 - loss: 475.0852 - logits_profile_predictions_loss: 453.1337 - logcount_predictions_loss: 0.8011 458/2692 [====>.........................] - ETA: 11:37 - loss: 475.0848 - logits_profile_predictions_loss: 453.1322 - logcount_predictions_loss: 0.8012 459/2692 [====>.........................] - ETA: 11:36 - loss: 475.0841 - logits_profile_predictions_loss: 453.1305 - logcount_predictions_loss: 0.8012 460/2692 [====>.........................] - ETA: 11:36 - loss: 475.0833 - logits_profile_predictions_loss: 453.1287 - logcount_predictions_loss: 0.8013 461/2692 [====>.........................] - ETA: 11:36 - loss: 475.0826 - logits_profile_predictions_loss: 453.1270 - logcount_predictions_loss: 0.8013 462/2692 [====>.........................] - ETA: 11:35 - loss: 475.0816 - logits_profile_predictions_loss: 453.1250 - logcount_predictions_loss: 0.8013 463/2692 [====>.........................] - ETA: 11:35 - loss: 475.0806 - logits_profile_predictions_loss: 453.1231 - logcount_predictions_loss: 0.8014 464/2692 [====>.........................] - ETA: 11:35 - loss: 475.0796 - logits_profile_predictions_loss: 453.1211 - logcount_predictions_loss: 0.8014 465/2692 [====>.........................] - ETA: 11:35 - loss: 475.0787 - logits_profile_predictions_loss: 453.1193 - logcount_predictions_loss: 0.8014 466/2692 [====>.........................] - ETA: 11:34 - loss: 475.0780 - logits_profile_predictions_loss: 453.1176 - logcount_predictions_loss: 0.8015 467/2692 [====>.........................] - ETA: 11:34 - loss: 475.0771 - logits_profile_predictions_loss: 453.1156 - logcount_predictions_loss: 0.8015 468/2692 [====>.........................] - ETA: 11:34 - loss: 475.0763 - logits_profile_predictions_loss: 453.1137 - logcount_predictions_loss: 0.8016 469/2692 [====>.........................] - ETA: 11:33 - loss: 475.0753 - logits_profile_predictions_loss: 453.1116 - logcount_predictions_loss: 0.8016 470/2692 [====>.........................] - ETA: 11:33 - loss: 475.0746 - logits_profile_predictions_loss: 453.1098 - logcount_predictions_loss: 0.8016 471/2692 [====>.........................] - ETA: 11:33 - loss: 475.0738 - logits_profile_predictions_loss: 453.1079 - logcount_predictions_loss: 0.8017 472/2692 [====>.........................] - ETA: 11:32 - loss: 475.0731 - logits_profile_predictions_loss: 453.1060 - logcount_predictions_loss: 0.8017 473/2692 [====>.........................] - ETA: 11:32 - loss: 475.0724 - logits_profile_predictions_loss: 453.1041 - logcount_predictions_loss: 0.8018 474/2692 [====>.........................] - ETA: 11:32 - loss: 475.0719 - logits_profile_predictions_loss: 453.1025 - logcount_predictions_loss: 0.8018 475/2692 [====>.........................] - ETA: 11:32 - loss: 475.0715 - logits_profile_predictions_loss: 453.1010 - logcount_predictions_loss: 0.8018 476/2692 [====>.........................] - ETA: 11:31 - loss: 475.0714 - logits_profile_predictions_loss: 453.0995 - logcount_predictions_loss: 0.8019 477/2692 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logits_profile_predictions_loss: 453.0895 - logcount_predictions_loss: 0.8022 484/2692 [====>.........................] - ETA: 11:29 - loss: 475.0700 - logits_profile_predictions_loss: 453.0882 - logcount_predictions_loss: 0.8023 485/2692 [====>.........................] - ETA: 11:28 - loss: 475.0699 - logits_profile_predictions_loss: 453.0867 - logcount_predictions_loss: 0.8023 486/2692 [====>.........................] - ETA: 11:28 - loss: 475.0699 - logits_profile_predictions_loss: 453.0855 - logcount_predictions_loss: 0.8023 487/2692 [====>.........................] - ETA: 11:28 - loss: 475.0700 - logits_profile_predictions_loss: 453.0843 - logcount_predictions_loss: 0.8024 488/2692 [====>.........................] - ETA: 11:28 - loss: 475.0698 - logits_profile_predictions_loss: 453.0828 - logcount_predictions_loss: 0.8024 489/2692 [====>.........................] - ETA: 11:27 - loss: 475.0695 - logits_profile_predictions_loss: 453.0812 - logcount_predictions_loss: 0.8025 490/2692 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[============================>.] - ETA: 25s - loss: 474.0334 - logits_profile_predictions_loss: 451.8805 - logcount_predictions_loss: 0.8085 2611/2692 [============================>.] - ETA: 25s - loss: 474.0328 - logits_profile_predictions_loss: 451.8800 - logcount_predictions_loss: 0.8085 2612/2692 [============================>.] - ETA: 25s - loss: 474.0323 - logits_profile_predictions_loss: 451.8795 - logcount_predictions_loss: 0.8085 2613/2692 [============================>.] - ETA: 24s - loss: 474.0317 - logits_profile_predictions_loss: 451.8790 - logcount_predictions_loss: 0.8085 2614/2692 [============================>.] - ETA: 24s - loss: 474.0311 - logits_profile_predictions_loss: 451.8785 - logcount_predictions_loss: 0.8085 2615/2692 [============================>.] - ETA: 24s - loss: 474.0306 - logits_profile_predictions_loss: 451.8780 - logcount_predictions_loss: 0.8085 2616/2692 [============================>.] - ETA: 23s - loss: 474.0300 - 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[============================>.] - ETA: 21s - loss: 474.0261 - logits_profile_predictions_loss: 451.8740 - logcount_predictions_loss: 0.8085 2624/2692 [============================>.] - ETA: 21s - loss: 474.0255 - logits_profile_predictions_loss: 451.8735 - logcount_predictions_loss: 0.8085 2625/2692 [============================>.] - ETA: 21s - loss: 474.0250 - logits_profile_predictions_loss: 451.8730 - logcount_predictions_loss: 0.8085 2626/2692 [============================>.] - ETA: 20s - loss: 474.0244 - logits_profile_predictions_loss: 451.8725 - logcount_predictions_loss: 0.8085 2627/2692 [============================>.] - ETA: 20s - loss: 474.0238 - logits_profile_predictions_loss: 451.8719 - logcount_predictions_loss: 0.8085 2628/2692 [============================>.] - ETA: 20s - loss: 474.0233 - logits_profile_predictions_loss: 451.8714 - logcount_predictions_loss: 0.8085 2629/2692 [============================>.] - ETA: 19s - loss: 474.0227 - 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[============================>.] - ETA: 17s - loss: 474.0186 - logits_profile_predictions_loss: 451.8673 - logcount_predictions_loss: 0.8084 2637/2692 [============================>.] - ETA: 17s - loss: 474.0180 - logits_profile_predictions_loss: 451.8667 - logcount_predictions_loss: 0.8084 2638/2692 [============================>.] - ETA: 16s - loss: 474.0175 - logits_profile_predictions_loss: 451.8662 - logcount_predictions_loss: 0.8084 2639/2692 [============================>.] - ETA: 16s - loss: 474.0169 - logits_profile_predictions_loss: 451.8657 - logcount_predictions_loss: 0.8084 2640/2692 [============================>.] - ETA: 16s - loss: 474.0163 - logits_profile_predictions_loss: 451.8651 - logcount_predictions_loss: 0.8084 2641/2692 [============================>.] - ETA: 16s - loss: 474.0157 - logits_profile_predictions_loss: 451.8646 - logcount_predictions_loss: 0.8084 2642/2692 [============================>.] - ETA: 15s - loss: 474.0151 - logits_profile_predictions_loss: 451.8641 - logcount_predictions_loss: 0.8084 2643/2692 [============================>.] - ETA: 15s - loss: 474.0146 - logits_profile_predictions_loss: 451.8636 - logcount_predictions_loss: 0.8084 2644/2692 [============================>.] - ETA: 15s - loss: 474.0140 - logits_profile_predictions_loss: 451.8631 - logcount_predictions_loss: 0.8084 2645/2692 [============================>.] - ETA: 14s - loss: 474.0134 - logits_profile_predictions_loss: 451.8626 - logcount_predictions_loss: 0.8084 2646/2692 [============================>.] - ETA: 14s - loss: 474.0129 - logits_profile_predictions_loss: 451.8621 - logcount_predictions_loss: 0.8084 2647/2692 [============================>.] - ETA: 14s - loss: 474.0123 - logits_profile_predictions_loss: 451.8615 - logcount_predictions_loss: 0.8084 2648/2692 [============================>.] - ETA: 13s - loss: 474.0117 - logits_profile_predictions_loss: 451.8610 - logcount_predictions_loss: 0.8084 2649/2692 [============================>.] - ETA: 13s - loss: 474.0112 - logits_profile_predictions_loss: 451.8605 - logcount_predictions_loss: 0.8084 2650/2692 [============================>.] - ETA: 13s - loss: 474.0106 - logits_profile_predictions_loss: 451.8600 - logcount_predictions_loss: 0.8084 2651/2692 [============================>.] - ETA: 12s - loss: 474.0100 - logits_profile_predictions_loss: 451.8595 - logcount_predictions_loss: 0.8084 2652/2692 [============================>.] - ETA: 12s - loss: 474.0095 - logits_profile_predictions_loss: 451.8590 - logcount_predictions_loss: 0.8084 2653/2692 [============================>.] - ETA: 12s - loss: 474.0089 - logits_profile_predictions_loss: 451.8585 - logcount_predictions_loss: 0.8084 2654/2692 [============================>.] - ETA: 11s - loss: 474.0084 - logits_profile_predictions_loss: 451.8580 - logcount_predictions_loss: 0.8084 2655/2692 [============================>.] - ETA: 11s - loss: 474.0078 - logits_profile_predictions_loss: 451.8575 - logcount_predictions_loss: 0.8084 2656/2692 [============================>.] - ETA: 11s - loss: 474.0072 - logits_profile_predictions_loss: 451.8570 - logcount_predictions_loss: 0.8084 2657/2692 [============================>.] - ETA: 10s - loss: 474.0067 - logits_profile_predictions_loss: 451.8564 - logcount_predictions_loss: 0.8084 2658/2692 [============================>.] - ETA: 10s - loss: 474.0061 - logits_profile_predictions_loss: 451.8559 - logcount_predictions_loss: 0.8084 2659/2692 [============================>.] - ETA: 10s - loss: 474.0055 - logits_profile_predictions_loss: 451.8554 - logcount_predictions_loss: 0.8084 2660/2692 [============================>.] - ETA: 10s - loss: 474.0050 - logits_profile_predictions_loss: 451.8549 - logcount_predictions_loss: 0.8084 2661/2692 [============================>.] - ETA: 9s - loss: 474.0044 - logits_profile_predictions_loss: 451.8544 - logcount_predictions_loss: 0.8084  2662/2692 [============================>.] - ETA: 9s - loss: 474.0038 - logits_profile_predictions_loss: 451.8539 - logcount_predictions_loss: 0.8084 2663/2692 [============================>.] - ETA: 9s - loss: 474.0033 - logits_profile_predictions_loss: 451.8534 - logcount_predictions_loss: 0.8084 2664/2692 [============================>.] - ETA: 8s - loss: 474.0027 - logits_profile_predictions_loss: 451.8529 - logcount_predictions_loss: 0.8084 2665/2692 [============================>.] - ETA: 8s - loss: 474.0021 - logits_profile_predictions_loss: 451.8524 - logcount_predictions_loss: 0.8084 2666/2692 [============================>.] - ETA: 8s - loss: 474.0016 - logits_profile_predictions_loss: 451.8519 - logcount_predictions_loss: 0.8084 2667/2692 [============================>.] - ETA: 7s - loss: 474.0010 - logits_profile_predictions_loss: 451.8514 - logcount_predictions_loss: 0.8084 2668/2692 [============================>.] - ETA: 7s - loss: 474.0005 - logits_profile_predictions_loss: 451.8509 - logcount_predictions_loss: 0.8084 2669/2692 [============================>.] - ETA: 7s - loss: 474.0000 - logits_profile_predictions_loss: 451.8504 - logcount_predictions_loss: 0.8084 2670/2692 [============================>.] - ETA: 6s - loss: 473.9994 - logits_profile_predictions_loss: 451.8499 - logcount_predictions_loss: 0.8084 2671/2692 [============================>.] - ETA: 6s - loss: 473.9989 - logits_profile_predictions_loss: 451.8494 - logcount_predictions_loss: 0.8084 2672/2692 [============================>.] - ETA: 6s - loss: 473.9983 - logits_profile_predictions_loss: 451.8489 - logcount_predictions_loss: 0.8084 2673/2692 [============================>.] - ETA: 5s - loss: 473.9978 - logits_profile_predictions_loss: 451.8485 - logcount_predictions_loss: 0.8084 2674/2692 [============================>.] - ETA: 5s - loss: 473.9972 - logits_profile_predictions_loss: 451.8480 - logcount_predictions_loss: 0.8084 2675/2692 [============================>.] - ETA: 5s - loss: 473.9967 - logits_profile_predictions_loss: 451.8475 - logcount_predictions_loss: 0.8084 2676/2692 [============================>.] - ETA: 5s - loss: 473.9962 - logits_profile_predictions_loss: 451.8470 - logcount_predictions_loss: 0.8084 2677/2692 [============================>.] - ETA: 4s - loss: 473.9956 - logits_profile_predictions_loss: 451.8465 - logcount_predictions_loss: 0.8084 2678/2692 [============================>.] - ETA: 4s - loss: 473.9951 - logits_profile_predictions_loss: 451.8460 - logcount_predictions_loss: 0.8084 2679/2692 [============================>.] - ETA: 4s - loss: 473.9945 - logits_profile_predictions_loss: 451.8455 - logcount_predictions_loss: 0.8084 2680/2692 [============================>.] - ETA: 3s - loss: 473.9940 - logits_profile_predictions_loss: 451.8450 - logcount_predictions_loss: 0.8084 2681/2692 [============================>.] - ETA: 3s - loss: 473.9934 - logits_profile_predictions_loss: 451.8445 - logcount_predictions_loss: 0.8084 2682/2692 [============================>.] - ETA: 3s - loss: 473.9929 - logits_profile_predictions_loss: 451.8440 - logcount_predictions_loss: 0.8084 2683/2692 [============================>.] - ETA: 2s - loss: 473.9923 - logits_profile_predictions_loss: 451.8435 - logcount_predictions_loss: 0.8083 2684/2692 [============================>.] - ETA: 2s - loss: 473.9918 - logits_profile_predictions_loss: 451.8430 - logcount_predictions_loss: 0.8083 2685/2692 [============================>.] - ETA: 2s - loss: 473.9912 - logits_profile_predictions_loss: 451.8425 - logcount_predictions_loss: 0.8083 2686/2692 [============================>.] - ETA: 1s - loss: 473.9907 - logits_profile_predictions_loss: 451.8421 - logcount_predictions_loss: 0.8083 2687/2692 [============================>.] - ETA: 1s - loss: 473.9901 - logits_profile_predictions_loss: 451.8416 - logcount_predictions_loss: 0.8083 2688/2692 [============================>.] - ETA: 1s - loss: 473.9896 - logits_profile_predictions_loss: 451.8411 - logcount_predictions_loss: 0.8083 2689/2692 [============================>.] - ETA: 0s - loss: 473.9890 - logits_profile_predictions_loss: 451.8406 - logcount_predictions_loss: 0.8083 2690/2692 [============================>.] - ETA: 0s - loss: 473.9885 - logits_profile_predictions_loss: 451.8401 - logcount_predictions_loss: 0.8083 2691/2692 [============================>.] - ETA: 0s - loss: 473.9879 - logits_profile_predictions_loss: 451.8396 - logcount_predictions_loss: 0.8083 2692/2692 [==============================] - ETA: 0s - loss: 473.9874 - logits_profile_predictions_loss: 451.8391 - logcount_predictions_loss: 0.8083 2692/2692 [==============================] - 879s 326ms/step - loss: 473.9868 - logits_profile_predictions_loss: 451.8386 - logcount_predictions_loss: 0.8083 - val_loss: 522.2516 - val_logits_profile_predictions_loss: 494.8600 - val_logcount_predictions_loss: 0.9997 Epoch 00008: val_loss did not improve from 521.44427 Epoch 9/50 1/2692 [..............................] - ETA: 14:09 - loss: 413.1103 - logits_profile_predictions_loss: 385.7736 - logcount_predictions_loss: 0.9977 2/2692 [..............................] - ETA: 13:43 - loss: 434.2785 - logits_profile_predictions_loss: 410.1682 - logcount_predictions_loss: 0.8799 3/2692 [..............................] - ETA: 13:43 - loss: 436.6888 - logits_profile_predictions_loss: 413.5703 - logcount_predictions_loss: 0.8437 4/2692 [..............................] - ETA: 13:44 - loss: 438.5031 - logits_profile_predictions_loss: 415.8476 - logcount_predictions_loss: 0.8268 5/2692 [..............................] - ETA: 13:44 - loss: 440.7238 - logits_profile_predictions_loss: 418.3253 - logcount_predictions_loss: 0.8175 6/2692 [..............................] - ETA: 13:44 - loss: 441.4554 - logits_profile_predictions_loss: 419.2651 - logcount_predictions_loss: 0.8099 7/2692 [..............................] - ETA: 13:44 - loss: 440.5021 - 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[..............................] - ETA: 13:42 - loss: 439.3260 - logits_profile_predictions_loss: 418.0409 - logcount_predictions_loss: 0.7768 15/2692 [..............................] - ETA: 13:42 - loss: 439.8897 - logits_profile_predictions_loss: 418.6891 - logcount_predictions_loss: 0.7737 16/2692 [..............................] - ETA: 13:42 - loss: 440.7589 - logits_profile_predictions_loss: 419.6397 - logcount_predictions_loss: 0.7708 17/2692 [..............................] - ETA: 13:41 - loss: 441.9288 - logits_profile_predictions_loss: 420.8779 - logcount_predictions_loss: 0.7683 18/2692 [..............................] - ETA: 13:41 - loss: 443.0466 - logits_profile_predictions_loss: 422.0264 - logcount_predictions_loss: 0.7672 19/2692 [..............................] - ETA: 13:41 - loss: 443.8966 - logits_profile_predictions_loss: 422.9115 - logcount_predictions_loss: 0.7659 20/2692 [..............................] - ETA: 13:41 - loss: 444.6137 - 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logits_profile_predictions_loss: 440.4439 - logcount_predictions_loss: 0.7967 320/2692 [==>...........................] - ETA: 12:21 - loss: 462.2808 - logits_profile_predictions_loss: 440.4526 - logcount_predictions_loss: 0.7966 321/2692 [==>...........................] - ETA: 12:20 - loss: 462.2888 - logits_profile_predictions_loss: 440.4614 - logcount_predictions_loss: 0.7966 322/2692 [==>...........................] - ETA: 12:20 - loss: 462.2961 - logits_profile_predictions_loss: 440.4695 - logcount_predictions_loss: 0.7966 323/2692 [==>...........................] - ETA: 12:20 - loss: 462.3034 - logits_profile_predictions_loss: 440.4777 - logcount_predictions_loss: 0.7966 324/2692 [==>...........................] - ETA: 12:19 - loss: 462.3104 - logits_profile_predictions_loss: 440.4856 - logcount_predictions_loss: 0.7965 325/2692 [==>...........................] - ETA: 12:19 - loss: 462.3173 - logits_profile_predictions_loss: 440.4933 - logcount_predictions_loss: 0.7965 326/2692 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logits_profile_predictions_loss: 440.5516 - logcount_predictions_loss: 0.7963 333/2692 [==>...........................] - ETA: 12:17 - loss: 462.3762 - logits_profile_predictions_loss: 440.5594 - logcount_predictions_loss: 0.7962 334/2692 [==>...........................] - ETA: 12:16 - loss: 462.3829 - logits_profile_predictions_loss: 440.5671 - logcount_predictions_loss: 0.7962 335/2692 [==>...........................] - ETA: 12:16 - loss: 462.3889 - logits_profile_predictions_loss: 440.5741 - logcount_predictions_loss: 0.7962 336/2692 [==>...........................] - ETA: 12:16 - loss: 462.3953 - logits_profile_predictions_loss: 440.5815 - logcount_predictions_loss: 0.7961 337/2692 [==>...........................] - ETA: 12:15 - loss: 462.4020 - logits_profile_predictions_loss: 440.5892 - logcount_predictions_loss: 0.7961 338/2692 [==>...........................] - ETA: 12:15 - loss: 462.4091 - logits_profile_predictions_loss: 440.5974 - logcount_predictions_loss: 0.7960 339/2692 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logits_profile_predictions_loss: 440.6542 - logcount_predictions_loss: 0.7958 346/2692 [==>...........................] - ETA: 12:13 - loss: 462.4659 - logits_profile_predictions_loss: 440.6620 - logcount_predictions_loss: 0.7958 347/2692 [==>...........................] - ETA: 12:12 - loss: 462.4728 - logits_profile_predictions_loss: 440.6699 - logcount_predictions_loss: 0.7957 348/2692 [==>...........................] - ETA: 12:12 - loss: 462.4795 - logits_profile_predictions_loss: 440.6775 - logcount_predictions_loss: 0.7957 349/2692 [==>...........................] - ETA: 12:12 - loss: 462.4856 - logits_profile_predictions_loss: 440.6846 - logcount_predictions_loss: 0.7957 350/2692 [==>...........................] - ETA: 12:11 - loss: 462.4913 - logits_profile_predictions_loss: 440.6912 - logcount_predictions_loss: 0.7956 351/2692 [==>...........................] - ETA: 12:11 - loss: 462.4969 - logits_profile_predictions_loss: 440.6979 - logcount_predictions_loss: 0.7956 352/2692 [==>...........................] - ETA: 12:11 - loss: 462.5027 - logits_profile_predictions_loss: 440.7046 - logcount_predictions_loss: 0.7955 353/2692 [==>...........................] - ETA: 12:11 - loss: 462.5082 - logits_profile_predictions_loss: 440.7111 - logcount_predictions_loss: 0.7955 354/2692 [==>...........................] - ETA: 12:10 - loss: 462.5140 - logits_profile_predictions_loss: 440.7178 - logcount_predictions_loss: 0.7955 355/2692 [==>...........................] - ETA: 12:10 - loss: 462.5192 - logits_profile_predictions_loss: 440.7239 - logcount_predictions_loss: 0.7954 356/2692 [==>...........................] - ETA: 12:10 - loss: 462.5239 - logits_profile_predictions_loss: 440.7295 - logcount_predictions_loss: 0.7954 357/2692 [==>...........................] - ETA: 12:09 - loss: 462.5286 - logits_profile_predictions_loss: 440.7350 - logcount_predictions_loss: 0.7954 358/2692 [==>...........................] - ETA: 12:09 - loss: 462.5336 - logits_profile_predictions_loss: 440.7409 - logcount_predictions_loss: 0.7954 359/2692 [===>..........................] - ETA: 12:09 - loss: 462.5384 - logits_profile_predictions_loss: 440.7465 - logcount_predictions_loss: 0.7953 360/2692 [===>..........................] - ETA: 12:08 - loss: 462.5437 - logits_profile_predictions_loss: 440.7527 - logcount_predictions_loss: 0.7953 361/2692 [===>..........................] - ETA: 12:08 - loss: 462.5487 - logits_profile_predictions_loss: 440.7587 - logcount_predictions_loss: 0.7953 362/2692 [===>..........................] - ETA: 12:08 - loss: 462.5542 - logits_profile_predictions_loss: 440.7651 - logcount_predictions_loss: 0.7952 363/2692 [===>..........................] - ETA: 12:08 - loss: 462.5599 - logits_profile_predictions_loss: 440.7717 - logcount_predictions_loss: 0.7952 364/2692 [===>..........................] - ETA: 12:07 - loss: 462.5657 - logits_profile_predictions_loss: 440.7786 - logcount_predictions_loss: 0.7951 365/2692 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logits_profile_predictions_loss: 440.9979 - logcount_predictions_loss: 0.7939 398/2692 [===>..........................] - ETA: 11:57 - loss: 462.7580 - logits_profile_predictions_loss: 441.0048 - logcount_predictions_loss: 0.7939 399/2692 [===>..........................] - ETA: 11:57 - loss: 462.7644 - logits_profile_predictions_loss: 441.0122 - logcount_predictions_loss: 0.7939 400/2692 [===>..........................] - ETA: 11:56 - loss: 462.7708 - logits_profile_predictions_loss: 441.0196 - logcount_predictions_loss: 0.7938 401/2692 [===>..........................] - ETA: 11:56 - loss: 462.7775 - logits_profile_predictions_loss: 441.0273 - logcount_predictions_loss: 0.7938 402/2692 [===>..........................] - ETA: 11:56 - loss: 462.7840 - logits_profile_predictions_loss: 441.0347 - logcount_predictions_loss: 0.7938 403/2692 [===>..........................] - ETA: 11:55 - loss: 462.7906 - logits_profile_predictions_loss: 441.0421 - logcount_predictions_loss: 0.7937 404/2692 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logits_profile_predictions_loss: 441.0940 - logcount_predictions_loss: 0.7935 411/2692 [===>..........................] - ETA: 11:53 - loss: 462.8432 - logits_profile_predictions_loss: 441.1013 - logcount_predictions_loss: 0.7935 412/2692 [===>..........................] - ETA: 11:53 - loss: 462.8495 - logits_profile_predictions_loss: 441.1084 - logcount_predictions_loss: 0.7935 413/2692 [===>..........................] - ETA: 11:52 - loss: 462.8553 - logits_profile_predictions_loss: 441.1150 - logcount_predictions_loss: 0.7934 414/2692 [===>..........................] - ETA: 11:52 - loss: 462.8607 - logits_profile_predictions_loss: 441.1212 - logcount_predictions_loss: 0.7934 415/2692 [===>..........................] - ETA: 11:52 - loss: 462.8662 - logits_profile_predictions_loss: 441.1274 - logcount_predictions_loss: 0.7934 416/2692 [===>..........................] - ETA: 11:51 - loss: 462.8717 - logits_profile_predictions_loss: 441.1337 - logcount_predictions_loss: 0.7934 417/2692 [===>..........................] - ETA: 11:51 - loss: 462.8776 - logits_profile_predictions_loss: 441.1403 - logcount_predictions_loss: 0.7933 418/2692 [===>..........................] - ETA: 11:51 - loss: 462.8835 - logits_profile_predictions_loss: 441.1469 - logcount_predictions_loss: 0.7933 419/2692 [===>..........................] - ETA: 11:51 - loss: 462.8901 - logits_profile_predictions_loss: 441.1543 - logcount_predictions_loss: 0.7933 420/2692 [===>..........................] - ETA: 11:50 - loss: 462.8963 - logits_profile_predictions_loss: 441.1614 - logcount_predictions_loss: 0.7932 421/2692 [===>..........................] - ETA: 11:50 - loss: 462.9027 - logits_profile_predictions_loss: 441.1685 - logcount_predictions_loss: 0.7932 422/2692 [===>..........................] - ETA: 11:50 - loss: 462.9093 - logits_profile_predictions_loss: 441.1759 - logcount_predictions_loss: 0.7932 423/2692 [===>..........................] - ETA: 11:49 - loss: 462.9160 - logits_profile_predictions_loss: 441.1835 - logcount_predictions_loss: 0.7932 424/2692 [===>..........................] - ETA: 11:49 - loss: 462.9222 - logits_profile_predictions_loss: 441.1906 - logcount_predictions_loss: 0.7931 425/2692 [===>..........................] - ETA: 11:49 - loss: 462.9284 - logits_profile_predictions_loss: 441.1976 - logcount_predictions_loss: 0.7931 426/2692 [===>..........................] - ETA: 11:48 - loss: 462.9346 - logits_profile_predictions_loss: 441.2047 - logcount_predictions_loss: 0.7931 427/2692 [===>..........................] - ETA: 11:48 - loss: 462.9406 - logits_profile_predictions_loss: 441.2116 - logcount_predictions_loss: 0.7930 428/2692 [===>..........................] - ETA: 11:48 - loss: 462.9465 - logits_profile_predictions_loss: 441.2184 - logcount_predictions_loss: 0.7930 429/2692 [===>..........................] - ETA: 11:47 - loss: 462.9525 - logits_profile_predictions_loss: 441.2253 - logcount_predictions_loss: 0.7930 430/2692 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logits_profile_predictions_loss: 445.5801 - logcount_predictions_loss: 0.7745 2661/2692 [============================>.] - ETA: 9s - loss: 466.8018 - logits_profile_predictions_loss: 445.5805 - logcount_predictions_loss: 0.7745  2662/2692 [============================>.] - ETA: 9s - loss: 466.8021 - logits_profile_predictions_loss: 445.5810 - logcount_predictions_loss: 0.7745 2663/2692 [============================>.] - ETA: 9s - loss: 466.8025 - logits_profile_predictions_loss: 445.5815 - logcount_predictions_loss: 0.7745 2664/2692 [============================>.] - ETA: 8s - loss: 466.8029 - logits_profile_predictions_loss: 445.5820 - logcount_predictions_loss: 0.7745 2665/2692 [============================>.] - ETA: 8s - loss: 466.8032 - logits_profile_predictions_loss: 445.5824 - logcount_predictions_loss: 0.7745 2666/2692 [============================>.] - ETA: 8s - loss: 466.8036 - logits_profile_predictions_loss: 445.5829 - logcount_predictions_loss: 0.7745 2667/2692 [============================>.] - ETA: 7s - loss: 466.8039 - logits_profile_predictions_loss: 445.5834 - logcount_predictions_loss: 0.7745 2668/2692 [============================>.] - ETA: 7s - loss: 466.8043 - logits_profile_predictions_loss: 445.5839 - logcount_predictions_loss: 0.7745 2669/2692 [============================>.] - ETA: 7s - loss: 466.8047 - logits_profile_predictions_loss: 445.5844 - logcount_predictions_loss: 0.7745 2670/2692 [============================>.] - ETA: 6s - loss: 466.8051 - logits_profile_predictions_loss: 445.5849 - logcount_predictions_loss: 0.7745 2671/2692 [============================>.] - ETA: 6s - loss: 466.8054 - logits_profile_predictions_loss: 445.5853 - logcount_predictions_loss: 0.7744 2672/2692 [============================>.] - ETA: 6s - loss: 466.8058 - logits_profile_predictions_loss: 445.5858 - logcount_predictions_loss: 0.7744 2673/2692 [============================>.] - ETA: 5s - loss: 466.8062 - logits_profile_predictions_loss: 445.5863 - logcount_predictions_loss: 0.7744 2674/2692 [============================>.] - ETA: 5s - loss: 466.8065 - logits_profile_predictions_loss: 445.5868 - logcount_predictions_loss: 0.7744 2675/2692 [============================>.] - ETA: 5s - loss: 466.8069 - logits_profile_predictions_loss: 445.5872 - logcount_predictions_loss: 0.7744 2676/2692 [============================>.] - ETA: 5s - loss: 466.8073 - logits_profile_predictions_loss: 445.5877 - logcount_predictions_loss: 0.7744 2677/2692 [============================>.] - ETA: 4s - loss: 466.8076 - logits_profile_predictions_loss: 445.5882 - logcount_predictions_loss: 0.7744 2678/2692 [============================>.] - ETA: 4s - loss: 466.8080 - logits_profile_predictions_loss: 445.5886 - logcount_predictions_loss: 0.7744 2679/2692 [============================>.] - ETA: 4s - loss: 466.8083 - logits_profile_predictions_loss: 445.5891 - logcount_predictions_loss: 0.7744 2680/2692 [============================>.] - ETA: 3s - loss: 466.8087 - logits_profile_predictions_loss: 445.5896 - logcount_predictions_loss: 0.7744 2681/2692 [============================>.] - ETA: 3s - loss: 466.8090 - logits_profile_predictions_loss: 445.5900 - logcount_predictions_loss: 0.7744 2682/2692 [============================>.] - ETA: 3s - loss: 466.8094 - logits_profile_predictions_loss: 445.5905 - logcount_predictions_loss: 0.7744 2683/2692 [============================>.] - ETA: 2s - loss: 466.8097 - logits_profile_predictions_loss: 445.5909 - logcount_predictions_loss: 0.7744 2684/2692 [============================>.] - ETA: 2s - loss: 466.8100 - logits_profile_predictions_loss: 445.5914 - logcount_predictions_loss: 0.7744 2685/2692 [============================>.] - ETA: 2s - loss: 466.8104 - logits_profile_predictions_loss: 445.5919 - logcount_predictions_loss: 0.7744 2686/2692 [============================>.] - ETA: 1s - loss: 466.8107 - logits_profile_predictions_loss: 445.5923 - logcount_predictions_loss: 0.7744 2687/2692 [============================>.] - ETA: 1s - loss: 466.8111 - logits_profile_predictions_loss: 445.5927 - logcount_predictions_loss: 0.7744 2688/2692 [============================>.] - ETA: 1s - loss: 466.8114 - logits_profile_predictions_loss: 445.5932 - logcount_predictions_loss: 0.7744 2689/2692 [============================>.] - ETA: 0s - loss: 466.8117 - logits_profile_predictions_loss: 445.5936 - logcount_predictions_loss: 0.7744 2690/2692 [============================>.] - ETA: 0s - loss: 466.8120 - logits_profile_predictions_loss: 445.5941 - logcount_predictions_loss: 0.7744 2691/2692 [============================>.] - ETA: 0s - loss: 466.8124 - logits_profile_predictions_loss: 445.5945 - logcount_predictions_loss: 0.7744 2692/2692 [==============================] - ETA: 0s - loss: 466.8127 - logits_profile_predictions_loss: 445.5949 - logcount_predictions_loss: 0.7744 2692/2692 [==============================] - 879s 326ms/step - loss: 466.8130 - logits_profile_predictions_loss: 445.5954 - logcount_predictions_loss: 0.7744 - val_loss: 522.1096 - val_logits_profile_predictions_loss: 494.1861 - val_logcount_predictions_loss: 1.0191 Epoch 00009: val_loss did not improve from 521.44427 Epoch 10/50 1/2692 [..............................] - ETA: 14:14 - loss: 535.9354 - logits_profile_predictions_loss: 515.8431 - logcount_predictions_loss: 0.7333 2/2692 [..............................] - ETA: 13:40 - loss: 506.8681 - logits_profile_predictions_loss: 487.8787 - logcount_predictions_loss: 0.6930 3/2692 [..............................] - ETA: 13:40 - loss: 492.1546 - logits_profile_predictions_loss: 473.6726 - logcount_predictions_loss: 0.6745 4/2692 [..............................] - ETA: 13:43 - loss: 489.4894 - logits_profile_predictions_loss: 470.9719 - logcount_predictions_loss: 0.6758 5/2692 [..............................] - ETA: 13:42 - loss: 486.1037 - logits_profile_predictions_loss: 467.6623 - logcount_predictions_loss: 0.6730 6/2692 [..............................] - ETA: 13:42 - loss: 483.8265 - logits_profile_predictions_loss: 465.3462 - logcount_predictions_loss: 0.6745 7/2692 [..............................] - ETA: 13:42 - loss: 483.9728 - logits_profile_predictions_loss: 465.3868 - logcount_predictions_loss: 0.6783 8/2692 [..............................] - ETA: 13:42 - loss: 483.7954 - logits_profile_predictions_loss: 465.1169 - logcount_predictions_loss: 0.6817 9/2692 [..............................] - ETA: 13:41 - loss: 483.1793 - logits_profile_predictions_loss: 464.2978 - logcount_predictions_loss: 0.6891 10/2692 [..............................] - ETA: 13:41 - loss: 482.5819 - logits_profile_predictions_loss: 463.5440 - logcount_predictions_loss: 0.6948 11/2692 [..............................] - ETA: 13:41 - loss: 481.5564 - logits_profile_predictions_loss: 462.3593 - logcount_predictions_loss: 0.7006 12/2692 [..............................] - ETA: 13:41 - loss: 480.7608 - logits_profile_predictions_loss: 461.4282 - logcount_predictions_loss: 0.7056 13/2692 [..............................] - ETA: 13:41 - loss: 480.3063 - logits_profile_predictions_loss: 460.8298 - logcount_predictions_loss: 0.7108 14/2692 [..............................] - ETA: 13:40 - loss: 479.5954 - logits_profile_predictions_loss: 460.0048 - logcount_predictions_loss: 0.7150 15/2692 [..............................] - ETA: 13:40 - loss: 479.2107 - logits_profile_predictions_loss: 459.5038 - logcount_predictions_loss: 0.7192 16/2692 [..............................] - ETA: 13:40 - loss: 478.9135 - logits_profile_predictions_loss: 459.0943 - logcount_predictions_loss: 0.7233 17/2692 [..............................] - ETA: 13:40 - loss: 478.4386 - logits_profile_predictions_loss: 458.5291 - logcount_predictions_loss: 0.7266 18/2692 [..............................] - ETA: 13:40 - loss: 478.0973 - logits_profile_predictions_loss: 458.1012 - logcount_predictions_loss: 0.7298 19/2692 [..............................] - ETA: 13:40 - loss: 477.8186 - logits_profile_predictions_loss: 457.7414 - logcount_predictions_loss: 0.7327 20/2692 [..............................] - ETA: 13:39 - loss: 477.9345 - logits_profile_predictions_loss: 457.7965 - logcount_predictions_loss: 0.7350 21/2692 [..............................] - ETA: 13:39 - loss: 477.9008 - logits_profile_predictions_loss: 457.6946 - logcount_predictions_loss: 0.7375 22/2692 [..............................] - ETA: 13:39 - loss: 477.7572 - logits_profile_predictions_loss: 457.4599 - logcount_predictions_loss: 0.7408 23/2692 [..............................] - ETA: 13:39 - loss: 477.6564 - logits_profile_predictions_loss: 457.2802 - logcount_predictions_loss: 0.7437 24/2692 [..............................] - ETA: 13:39 - loss: 477.4741 - logits_profile_predictions_loss: 457.0231 - logcount_predictions_loss: 0.7464 25/2692 [..............................] - ETA: 13:39 - loss: 477.3481 - logits_profile_predictions_loss: 456.8156 - logcount_predictions_loss: 0.7494 26/2692 [..............................] - ETA: 13:38 - loss: 477.2395 - logits_profile_predictions_loss: 456.6295 - logcount_predictions_loss: 0.7522 27/2692 [..............................] - ETA: 13:38 - loss: 477.1510 - logits_profile_predictions_loss: 456.4710 - logcount_predictions_loss: 0.7547 28/2692 [..............................] - ETA: 13:38 - loss: 477.0418 - logits_profile_predictions_loss: 456.2891 - logcount_predictions_loss: 0.7574 29/2692 [..............................] - ETA: 13:38 - loss: 476.9344 - logits_profile_predictions_loss: 456.0950 - logcount_predictions_loss: 0.7606 30/2692 [..............................] - ETA: 13:38 - loss: 476.7914 - logits_profile_predictions_loss: 455.8617 - logcount_predictions_loss: 0.7639 31/2692 [..............................] - ETA: 13:37 - loss: 476.6749 - logits_profile_predictions_loss: 455.6628 - logcount_predictions_loss: 0.7669 32/2692 [..............................] - ETA: 13:37 - loss: 476.5477 - logits_profile_predictions_loss: 455.4606 - logcount_predictions_loss: 0.7696 33/2692 [..............................] - ETA: 13:37 - loss: 476.4064 - logits_profile_predictions_loss: 455.2455 - logcount_predictions_loss: 0.7723 34/2692 [..............................] - ETA: 13:37 - loss: 476.2262 - logits_profile_predictions_loss: 454.9982 - logcount_predictions_loss: 0.7747 35/2692 [..............................] - ETA: 13:37 - loss: 476.0875 - logits_profile_predictions_loss: 454.7959 - logcount_predictions_loss: 0.7771 36/2692 [..............................] - ETA: 13:36 - loss: 476.0078 - logits_profile_predictions_loss: 454.6549 - logcount_predictions_loss: 0.7793 37/2692 [..............................] - ETA: 13:36 - loss: 475.9158 - logits_profile_predictions_loss: 454.5020 - logcount_predictions_loss: 0.7815 38/2692 [..............................] - ETA: 13:36 - loss: 475.8358 - logits_profile_predictions_loss: 454.3677 - logcount_predictions_loss: 0.7835 39/2692 [..............................] - ETA: 13:36 - loss: 475.7548 - logits_profile_predictions_loss: 454.2380 - logcount_predictions_loss: 0.7853 40/2692 [..............................] - ETA: 13:36 - loss: 475.6969 - logits_profile_predictions_loss: 454.1332 - logcount_predictions_loss: 0.7870 41/2692 [..............................] - ETA: 13:35 - loss: 475.6076 - logits_profile_predictions_loss: 454.0000 - logcount_predictions_loss: 0.7886 42/2692 [..............................] - ETA: 13:35 - loss: 475.5012 - logits_profile_predictions_loss: 453.8520 - logcount_predictions_loss: 0.7901 43/2692 [..............................] - ETA: 13:35 - loss: 475.4151 - logits_profile_predictions_loss: 453.7271 - logcount_predictions_loss: 0.7915 44/2692 [..............................] - ETA: 13:35 - loss: 475.3150 - logits_profile_predictions_loss: 453.5941 - logcount_predictions_loss: 0.7927 45/2692 [..............................] - ETA: 13:34 - loss: 475.2045 - logits_profile_predictions_loss: 453.4534 - logcount_predictions_loss: 0.7938 46/2692 [..............................] - ETA: 13:34 - loss: 475.1003 - logits_profile_predictions_loss: 453.3241 - logcount_predictions_loss: 0.7948 47/2692 [..............................] - ETA: 13:34 - loss: 474.9975 - logits_profile_predictions_loss: 453.1918 - logcount_predictions_loss: 0.7958 48/2692 [..............................] - ETA: 13:34 - loss: 474.8962 - logits_profile_predictions_loss: 453.0644 - logcount_predictions_loss: 0.7968 49/2692 [..............................] - ETA: 13:34 - loss: 474.8000 - logits_profile_predictions_loss: 452.9438 - logcount_predictions_loss: 0.7977 50/2692 [..............................] - ETA: 13:33 - loss: 474.6921 - logits_profile_predictions_loss: 452.8147 - logcount_predictions_loss: 0.7984 51/2692 [..............................] - ETA: 13:33 - loss: 474.5878 - logits_profile_predictions_loss: 452.6898 - logcount_predictions_loss: 0.7992 52/2692 [..............................] - ETA: 13:33 - loss: 474.4750 - logits_profile_predictions_loss: 452.5577 - logcount_predictions_loss: 0.7999 53/2692 [..............................] - ETA: 13:33 - loss: 474.3681 - logits_profile_predictions_loss: 452.4350 - logcount_predictions_loss: 0.8005 54/2692 [..............................] - ETA: 13:33 - loss: 474.2510 - logits_profile_predictions_loss: 452.3044 - logcount_predictions_loss: 0.8010 55/2692 [..............................] - ETA: 13:32 - loss: 474.1436 - logits_profile_predictions_loss: 452.1865 - logcount_predictions_loss: 0.8014 56/2692 [..............................] - ETA: 13:32 - loss: 474.0225 - logits_profile_predictions_loss: 452.0549 - logcount_predictions_loss: 0.8017 57/2692 [..............................] - ETA: 13:32 - loss: 473.9502 - logits_profile_predictions_loss: 451.9724 - logcount_predictions_loss: 0.8021 58/2692 [..............................] - ETA: 13:32 - loss: 473.8570 - logits_profile_predictions_loss: 451.8710 - logcount_predictions_loss: 0.8024 59/2692 [..............................] - ETA: 13:31 - loss: 473.7707 - logits_profile_predictions_loss: 451.7793 - logcount_predictions_loss: 0.8026 60/2692 [..............................] - ETA: 13:31 - loss: 473.6696 - logits_profile_predictions_loss: 451.6715 - logcount_predictions_loss: 0.8029 61/2692 [..............................] - ETA: 13:31 - loss: 473.5748 - logits_profile_predictions_loss: 451.5731 - logcount_predictions_loss: 0.8030 62/2692 [..............................] - ETA: 13:31 - loss: 473.4708 - logits_profile_predictions_loss: 451.4658 - logcount_predictions_loss: 0.8031 63/2692 [..............................] - ETA: 13:31 - loss: 473.3638 - logits_profile_predictions_loss: 451.3568 - logcount_predictions_loss: 0.8032 64/2692 [..............................] - ETA: 13:30 - loss: 473.2496 - logits_profile_predictions_loss: 451.2404 - logcount_predictions_loss: 0.8033 65/2692 [..............................] - ETA: 13:30 - loss: 473.1488 - logits_profile_predictions_loss: 451.1392 - logcount_predictions_loss: 0.8033 66/2692 [..............................] - ETA: 13:30 - loss: 473.0574 - logits_profile_predictions_loss: 451.0473 - logcount_predictions_loss: 0.8033 67/2692 [..............................] - ETA: 13:30 - loss: 472.9672 - logits_profile_predictions_loss: 450.9562 - logcount_predictions_loss: 0.8033 68/2692 [..............................] - ETA: 13:29 - loss: 472.8806 - logits_profile_predictions_loss: 450.8697 - logcount_predictions_loss: 0.8033 69/2692 [..............................] - ETA: 13:29 - loss: 472.8118 - logits_profile_predictions_loss: 450.8027 - logcount_predictions_loss: 0.8033 70/2692 [..............................] - ETA: 13:29 - loss: 472.7472 - logits_profile_predictions_loss: 450.7398 - logcount_predictions_loss: 0.8032 71/2692 [..............................] - ETA: 13:29 - loss: 472.6811 - logits_profile_predictions_loss: 450.6755 - logcount_predictions_loss: 0.8031 72/2692 [..............................] - ETA: 13:29 - loss: 472.6188 - logits_profile_predictions_loss: 450.6154 - logcount_predictions_loss: 0.8030 73/2692 [..............................] - ETA: 13:28 - loss: 472.5601 - logits_profile_predictions_loss: 450.5593 - logcount_predictions_loss: 0.8030 74/2692 [..............................] - ETA: 13:28 - loss: 472.4949 - logits_profile_predictions_loss: 450.4976 - logcount_predictions_loss: 0.8028 75/2692 [..............................] - ETA: 13:28 - loss: 472.4282 - logits_profile_predictions_loss: 450.4344 - logcount_predictions_loss: 0.8027 76/2692 [..............................] - ETA: 13:28 - loss: 472.3508 - logits_profile_predictions_loss: 450.3605 - logcount_predictions_loss: 0.8026 77/2692 [..............................] - ETA: 13:27 - loss: 472.2720 - logits_profile_predictions_loss: 450.2855 - logcount_predictions_loss: 0.8024 78/2692 [..............................] - ETA: 13:27 - loss: 472.1955 - logits_profile_predictions_loss: 450.2120 - logcount_predictions_loss: 0.8023 79/2692 [..............................] - ETA: 13:27 - loss: 472.1187 - logits_profile_predictions_loss: 450.1380 - logcount_predictions_loss: 0.8022 80/2692 [..............................] - ETA: 13:27 - loss: 472.0453 - logits_profile_predictions_loss: 450.0679 - logcount_predictions_loss: 0.8021 81/2692 [..............................] - ETA: 13:27 - loss: 471.9787 - logits_profile_predictions_loss: 450.0041 - logcount_predictions_loss: 0.8020 82/2692 [..............................] - ETA: 13:26 - loss: 471.9244 - logits_profile_predictions_loss: 449.9531 - logcount_predictions_loss: 0.8019 83/2692 [..............................] - ETA: 13:26 - loss: 471.8712 - logits_profile_predictions_loss: 449.9029 - logcount_predictions_loss: 0.8018 84/2692 [..............................] - ETA: 13:26 - loss: 471.8199 - logits_profile_predictions_loss: 449.8548 - logcount_predictions_loss: 0.8016 85/2692 [..............................] - ETA: 13:26 - loss: 471.7697 - logits_profile_predictions_loss: 449.8079 - logcount_predictions_loss: 0.8015 86/2692 [..............................] - ETA: 13:25 - loss: 471.7302 - logits_profile_predictions_loss: 449.7707 - logcount_predictions_loss: 0.8014 87/2692 [..............................] - ETA: 13:25 - loss: 471.6992 - logits_profile_predictions_loss: 449.7420 - logcount_predictions_loss: 0.8014 88/2692 [..............................] - ETA: 13:25 - loss: 471.6701 - logits_profile_predictions_loss: 449.7159 - logcount_predictions_loss: 0.8013 89/2692 [..............................] - ETA: 13:25 - loss: 471.6393 - logits_profile_predictions_loss: 449.6887 - logcount_predictions_loss: 0.8011 90/2692 [>.............................] - ETA: 13:24 - loss: 471.6159 - logits_profile_predictions_loss: 449.6686 - logcount_predictions_loss: 0.8010 91/2692 [>.............................] - ETA: 13:24 - loss: 471.5928 - logits_profile_predictions_loss: 449.6487 - logcount_predictions_loss: 0.8009 92/2692 [>.............................] - ETA: 13:24 - loss: 471.5658 - logits_profile_predictions_loss: 449.6243 - logcount_predictions_loss: 0.8008 93/2692 [>.............................] - ETA: 13:24 - loss: 471.5329 - logits_profile_predictions_loss: 449.5937 - logcount_predictions_loss: 0.8007 94/2692 [>.............................] - ETA: 13:23 - loss: 471.4969 - logits_profile_predictions_loss: 449.5601 - logcount_predictions_loss: 0.8006 95/2692 [>.............................] - ETA: 13:23 - loss: 471.4632 - logits_profile_predictions_loss: 449.5282 - logcount_predictions_loss: 0.8005 96/2692 [>.............................] - ETA: 13:23 - loss: 471.4390 - logits_profile_predictions_loss: 449.5052 - logcount_predictions_loss: 0.8005 97/2692 [>.............................] - ETA: 13:23 - loss: 471.4190 - logits_profile_predictions_loss: 449.4866 - logcount_predictions_loss: 0.8005 98/2692 [>.............................] - ETA: 13:22 - loss: 471.4001 - logits_profile_predictions_loss: 449.4693 - logcount_predictions_loss: 0.8004 99/2692 [>.............................] - ETA: 13:22 - loss: 471.3893 - logits_profile_predictions_loss: 449.4608 - logcount_predictions_loss: 0.8003 100/2692 [>.............................] - ETA: 13:22 - loss: 471.3730 - logits_profile_predictions_loss: 449.4473 - logcount_predictions_loss: 0.8002 101/2692 [>.............................] - ETA: 13:22 - loss: 471.3547 - logits_profile_predictions_loss: 449.4321 - logcount_predictions_loss: 0.8001 102/2692 [>.............................] - ETA: 13:21 - loss: 471.3337 - logits_profile_predictions_loss: 449.4145 - logcount_predictions_loss: 0.8000 103/2692 [>.............................] - ETA: 13:21 - loss: 471.3120 - logits_profile_predictions_loss: 449.3966 - logcount_predictions_loss: 0.7998 104/2692 [>.............................] - ETA: 13:21 - loss: 471.2932 - logits_profile_predictions_loss: 449.3818 - logcount_predictions_loss: 0.7997 105/2692 [>.............................] - ETA: 13:21 - loss: 471.2744 - logits_profile_predictions_loss: 449.3669 - logcount_predictions_loss: 0.7995 106/2692 [>.............................] - ETA: 13:20 - loss: 471.2562 - logits_profile_predictions_loss: 449.3527 - logcount_predictions_loss: 0.7994 107/2692 [>.............................] - ETA: 13:20 - loss: 471.2318 - logits_profile_predictions_loss: 449.3326 - logcount_predictions_loss: 0.7992 108/2692 [>.............................] - ETA: 13:20 - loss: 471.2072 - logits_profile_predictions_loss: 449.3121 - logcount_predictions_loss: 0.7991 109/2692 [>.............................] - ETA: 13:20 - loss: 471.1808 - logits_profile_predictions_loss: 449.2895 - logcount_predictions_loss: 0.7990 110/2692 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[>.............................] - ETA: 13:13 - loss: 470.2514 - logits_profile_predictions_loss: 448.4999 - logcount_predictions_loss: 0.7939 137/2692 [>.............................] - ETA: 13:12 - loss: 470.2229 - logits_profile_predictions_loss: 448.4771 - logcount_predictions_loss: 0.7936 138/2692 [>.............................] - ETA: 13:12 - loss: 470.1913 - logits_profile_predictions_loss: 448.4517 - logcount_predictions_loss: 0.7934 139/2692 [>.............................] - ETA: 13:12 - loss: 470.1566 - logits_profile_predictions_loss: 448.4231 - logcount_predictions_loss: 0.7932 140/2692 [>.............................] - ETA: 13:12 - loss: 470.1229 - logits_profile_predictions_loss: 448.3954 - logcount_predictions_loss: 0.7930 141/2692 [>.............................] - ETA: 13:11 - loss: 470.0889 - logits_profile_predictions_loss: 448.3675 - logcount_predictions_loss: 0.7928 142/2692 [>.............................] - ETA: 13:11 - loss: 470.0573 - 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[==>...........................] - ETA: 12:12 - loss: 468.2179 - logits_profile_predictions_loss: 447.3512 - logcount_predictions_loss: 0.7616 345/2692 [==>...........................] - ETA: 12:12 - loss: 468.2162 - logits_profile_predictions_loss: 447.3517 - logcount_predictions_loss: 0.7615 346/2692 [==>...........................] - ETA: 12:12 - loss: 468.2139 - logits_profile_predictions_loss: 447.3518 - logcount_predictions_loss: 0.7614 347/2692 [==>...........................] - ETA: 12:11 - loss: 468.2117 - logits_profile_predictions_loss: 447.3519 - logcount_predictions_loss: 0.7613 348/2692 [==>...........................] - ETA: 12:11 - loss: 468.2096 - logits_profile_predictions_loss: 447.3520 - logcount_predictions_loss: 0.7612 349/2692 [==>...........................] - ETA: 12:11 - loss: 468.2072 - logits_profile_predictions_loss: 447.3518 - logcount_predictions_loss: 0.7611 350/2692 [==>...........................] - ETA: 12:11 - loss: 468.2045 - 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[==>...........................] - ETA: 12:08 - loss: 468.1848 - logits_profile_predictions_loss: 447.3468 - logcount_predictions_loss: 0.7605 358/2692 [==>...........................] - ETA: 12:08 - loss: 468.1821 - logits_profile_predictions_loss: 447.3461 - logcount_predictions_loss: 0.7604 359/2692 [===>..........................] - ETA: 12:08 - loss: 468.1789 - logits_profile_predictions_loss: 447.3450 - logcount_predictions_loss: 0.7604 360/2692 [===>..........................] - ETA: 12:08 - loss: 468.1756 - logits_profile_predictions_loss: 447.3438 - logcount_predictions_loss: 0.7603 361/2692 [===>..........................] - ETA: 12:07 - loss: 468.1715 - logits_profile_predictions_loss: 447.3418 - logcount_predictions_loss: 0.7602 362/2692 [===>..........................] - ETA: 12:07 - loss: 468.1673 - logits_profile_predictions_loss: 447.3395 - logcount_predictions_loss: 0.7601 363/2692 [===>..........................] - ETA: 12:07 - loss: 468.1629 - 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logits_profile_predictions_loss: 447.3089 - logcount_predictions_loss: 0.7591 377/2692 [===>..........................] - ETA: 12:02 - loss: 468.1054 - logits_profile_predictions_loss: 447.3073 - logcount_predictions_loss: 0.7591 378/2692 [===>..........................] - ETA: 12:02 - loss: 468.1022 - logits_profile_predictions_loss: 447.3060 - logcount_predictions_loss: 0.7590 379/2692 [===>..........................] - ETA: 12:02 - loss: 468.0992 - logits_profile_predictions_loss: 447.3049 - logcount_predictions_loss: 0.7589 380/2692 [===>..........................] - ETA: 12:01 - loss: 468.0963 - logits_profile_predictions_loss: 447.3039 - logcount_predictions_loss: 0.7589 381/2692 [===>..........................] - ETA: 12:01 - loss: 468.0938 - logits_profile_predictions_loss: 447.3033 - logcount_predictions_loss: 0.7588 382/2692 [===>..........................] - ETA: 12:01 - loss: 468.0912 - logits_profile_predictions_loss: 447.3027 - logcount_predictions_loss: 0.7587 383/2692 [===>..........................] - ETA: 12:01 - loss: 468.0884 - logits_profile_predictions_loss: 447.3017 - logcount_predictions_loss: 0.7586 384/2692 [===>..........................] - ETA: 12:00 - loss: 468.0857 - logits_profile_predictions_loss: 447.3011 - logcount_predictions_loss: 0.7586 385/2692 [===>..........................] - ETA: 12:00 - loss: 468.0836 - logits_profile_predictions_loss: 447.3009 - logcount_predictions_loss: 0.7585 386/2692 [===>..........................] - ETA: 12:00 - loss: 468.0811 - logits_profile_predictions_loss: 447.3004 - logcount_predictions_loss: 0.7584 387/2692 [===>..........................] - ETA: 11:59 - loss: 468.0786 - logits_profile_predictions_loss: 447.2998 - logcount_predictions_loss: 0.7584 388/2692 [===>..........................] - ETA: 11:59 - loss: 468.0763 - logits_profile_predictions_loss: 447.2994 - logcount_predictions_loss: 0.7583 389/2692 [===>..........................] - ETA: 11:59 - loss: 468.0735 - logits_profile_predictions_loss: 447.2986 - logcount_predictions_loss: 0.7582 390/2692 [===>..........................] - ETA: 11:58 - loss: 468.0708 - logits_profile_predictions_loss: 447.2978 - logcount_predictions_loss: 0.7581 391/2692 [===>..........................] - ETA: 11:58 - loss: 468.0678 - logits_profile_predictions_loss: 447.2968 - logcount_predictions_loss: 0.7581 392/2692 [===>..........................] - ETA: 11:58 - loss: 468.0648 - logits_profile_predictions_loss: 447.2957 - logcount_predictions_loss: 0.7580 393/2692 [===>..........................] - ETA: 11:58 - loss: 468.0616 - logits_profile_predictions_loss: 447.2945 - logcount_predictions_loss: 0.7579 394/2692 [===>..........................] - ETA: 11:57 - loss: 468.0583 - logits_profile_predictions_loss: 447.2931 - logcount_predictions_loss: 0.7579 395/2692 [===>..........................] - ETA: 11:57 - loss: 468.0548 - logits_profile_predictions_loss: 447.2915 - logcount_predictions_loss: 0.7578 396/2692 [===>..........................] - ETA: 11:57 - loss: 468.0514 - logits_profile_predictions_loss: 447.2901 - logcount_predictions_loss: 0.7577 397/2692 [===>..........................] - ETA: 11:56 - loss: 468.0484 - logits_profile_predictions_loss: 447.2890 - logcount_predictions_loss: 0.7576 398/2692 [===>..........................] - ETA: 11:56 - loss: 468.0452 - logits_profile_predictions_loss: 447.2876 - logcount_predictions_loss: 0.7576 399/2692 [===>..........................] - ETA: 11:56 - loss: 468.0418 - logits_profile_predictions_loss: 447.2862 - logcount_predictions_loss: 0.7575 400/2692 [===>..........................] - ETA: 11:55 - loss: 468.0379 - logits_profile_predictions_loss: 447.2842 - logcount_predictions_loss: 0.7574 401/2692 [===>..........................] - ETA: 11:55 - loss: 468.0337 - logits_profile_predictions_loss: 447.2819 - logcount_predictions_loss: 0.7574 402/2692 [===>..........................] - ETA: 11:55 - loss: 468.0293 - logits_profile_predictions_loss: 447.2793 - logcount_predictions_loss: 0.7573 403/2692 [===>..........................] - ETA: 11:54 - loss: 468.0245 - logits_profile_predictions_loss: 447.2764 - logcount_predictions_loss: 0.7572 404/2692 [===>..........................] - ETA: 11:54 - loss: 468.0200 - logits_profile_predictions_loss: 447.2738 - logcount_predictions_loss: 0.7572 405/2692 [===>..........................] - ETA: 11:54 - loss: 468.0151 - logits_profile_predictions_loss: 447.2708 - logcount_predictions_loss: 0.7571 406/2692 [===>..........................] - ETA: 11:54 - loss: 468.0099 - logits_profile_predictions_loss: 447.2675 - logcount_predictions_loss: 0.7570 407/2692 [===>..........................] - ETA: 11:53 - loss: 468.0047 - logits_profile_predictions_loss: 447.2642 - logcount_predictions_loss: 0.7570 408/2692 [===>..........................] - ETA: 11:53 - loss: 467.9992 - logits_profile_predictions_loss: 447.2605 - logcount_predictions_loss: 0.7569 409/2692 [===>..........................] - ETA: 11:53 - loss: 467.9936 - logits_profile_predictions_loss: 447.2568 - logcount_predictions_loss: 0.7568 410/2692 [===>..........................] - ETA: 11:52 - loss: 467.9879 - logits_profile_predictions_loss: 447.2530 - logcount_predictions_loss: 0.7568 411/2692 [===>..........................] - ETA: 11:52 - loss: 467.9823 - logits_profile_predictions_loss: 447.2493 - logcount_predictions_loss: 0.7567 412/2692 [===>..........................] - ETA: 11:52 - loss: 467.9764 - logits_profile_predictions_loss: 447.2453 - logcount_predictions_loss: 0.7566 413/2692 [===>..........................] - ETA: 11:51 - loss: 467.9704 - logits_profile_predictions_loss: 447.2412 - logcount_predictions_loss: 0.7565 414/2692 [===>..........................] - ETA: 11:51 - loss: 467.9646 - logits_profile_predictions_loss: 447.2373 - logcount_predictions_loss: 0.7565 415/2692 [===>..........................] - ETA: 11:51 - loss: 467.9590 - logits_profile_predictions_loss: 447.2334 - logcount_predictions_loss: 0.7564 416/2692 [===>..........................] - ETA: 11:51 - loss: 467.9534 - logits_profile_predictions_loss: 447.2296 - logcount_predictions_loss: 0.7563 417/2692 [===>..........................] - ETA: 11:50 - loss: 467.9480 - logits_profile_predictions_loss: 447.2260 - logcount_predictions_loss: 0.7563 418/2692 [===>..........................] - ETA: 11:50 - loss: 467.9424 - logits_profile_predictions_loss: 447.2222 - logcount_predictions_loss: 0.7562 419/2692 [===>..........................] - ETA: 11:50 - loss: 467.9369 - logits_profile_predictions_loss: 447.2184 - logcount_predictions_loss: 0.7562 420/2692 [===>..........................] - ETA: 11:49 - loss: 467.9314 - logits_profile_predictions_loss: 447.2147 - logcount_predictions_loss: 0.7561 421/2692 [===>..........................] - ETA: 11:49 - loss: 467.9258 - logits_profile_predictions_loss: 447.2108 - logcount_predictions_loss: 0.7560 422/2692 [===>..........................] - ETA: 11:49 - loss: 467.9201 - logits_profile_predictions_loss: 447.2068 - logcount_predictions_loss: 0.7560 423/2692 [===>..........................] - ETA: 11:48 - loss: 467.9140 - logits_profile_predictions_loss: 447.2025 - logcount_predictions_loss: 0.7559 424/2692 [===>..........................] - ETA: 11:48 - loss: 467.9083 - logits_profile_predictions_loss: 447.1984 - logcount_predictions_loss: 0.7558 425/2692 [===>..........................] - ETA: 11:48 - loss: 467.9027 - logits_profile_predictions_loss: 447.1946 - logcount_predictions_loss: 0.7558 426/2692 [===>..........................] - ETA: 11:47 - loss: 467.8974 - logits_profile_predictions_loss: 447.1909 - logcount_predictions_loss: 0.7557 427/2692 [===>..........................] - ETA: 11:47 - loss: 467.8919 - logits_profile_predictions_loss: 447.1871 - logcount_predictions_loss: 0.7557 428/2692 [===>..........................] - ETA: 11:47 - loss: 467.8865 - logits_profile_predictions_loss: 447.1834 - logcount_predictions_loss: 0.7556 429/2692 [===>..........................] - ETA: 11:47 - loss: 467.8813 - logits_profile_predictions_loss: 447.1798 - logcount_predictions_loss: 0.7555 430/2692 [===>..........................] - ETA: 11:46 - loss: 467.8761 - logits_profile_predictions_loss: 447.1763 - logcount_predictions_loss: 0.7555 431/2692 [===>..........................] - ETA: 11:46 - loss: 467.8713 - logits_profile_predictions_loss: 447.1732 - logcount_predictions_loss: 0.7554 432/2692 [===>..........................] - ETA: 11:46 - loss: 467.8664 - logits_profile_predictions_loss: 447.1700 - logcount_predictions_loss: 0.7553 433/2692 [===>..........................] - ETA: 11:45 - loss: 467.8619 - logits_profile_predictions_loss: 447.1671 - logcount_predictions_loss: 0.7553 434/2692 [===>..........................] - ETA: 11:45 - loss: 467.8573 - logits_profile_predictions_loss: 447.1642 - logcount_predictions_loss: 0.7552 435/2692 [===>..........................] - ETA: 11:45 - loss: 467.8529 - logits_profile_predictions_loss: 447.1614 - logcount_predictions_loss: 0.7552 436/2692 [===>..........................] - ETA: 11:44 - loss: 467.8484 - logits_profile_predictions_loss: 447.1586 - logcount_predictions_loss: 0.7551 437/2692 [===>..........................] - ETA: 11:44 - loss: 467.8439 - logits_profile_predictions_loss: 447.1557 - logcount_predictions_loss: 0.7550 438/2692 [===>..........................] - ETA: 11:44 - loss: 467.8397 - logits_profile_predictions_loss: 447.1531 - logcount_predictions_loss: 0.7550 439/2692 [===>..........................] - ETA: 11:43 - loss: 467.8356 - logits_profile_predictions_loss: 447.1505 - logcount_predictions_loss: 0.7549 440/2692 [===>..........................] - ETA: 11:43 - loss: 467.8315 - logits_profile_predictions_loss: 447.1479 - logcount_predictions_loss: 0.7549 441/2692 [===>..........................] - ETA: 11:43 - loss: 467.8275 - logits_profile_predictions_loss: 447.1454 - logcount_predictions_loss: 0.7548 442/2692 [===>..........................] - ETA: 11:43 - loss: 467.8240 - logits_profile_predictions_loss: 447.1433 - logcount_predictions_loss: 0.7548 443/2692 [===>..........................] - ETA: 11:42 - loss: 467.8203 - logits_profile_predictions_loss: 447.1410 - logcount_predictions_loss: 0.7547 444/2692 [===>..........................] - ETA: 11:42 - loss: 467.8168 - logits_profile_predictions_loss: 447.1388 - logcount_predictions_loss: 0.7547 445/2692 [===>..........................] - ETA: 11:42 - loss: 467.8135 - logits_profile_predictions_loss: 447.1370 - logcount_predictions_loss: 0.7546 446/2692 [===>..........................] - ETA: 11:41 - loss: 467.8104 - logits_profile_predictions_loss: 447.1352 - logcount_predictions_loss: 0.7546 447/2692 [===>..........................] - ETA: 11:41 - loss: 467.8075 - logits_profile_predictions_loss: 447.1337 - logcount_predictions_loss: 0.7545 448/2692 [===>..........................] - ETA: 11:41 - loss: 467.8046 - logits_profile_predictions_loss: 447.1323 - logcount_predictions_loss: 0.7545 449/2692 [====>.........................] - ETA: 11:40 - loss: 467.8016 - logits_profile_predictions_loss: 447.1307 - logcount_predictions_loss: 0.7544 450/2692 [====>.........................] - ETA: 11:40 - loss: 467.7989 - logits_profile_predictions_loss: 447.1293 - logcount_predictions_loss: 0.7544 451/2692 [====>.........................] - ETA: 11:40 - loss: 467.7960 - logits_profile_predictions_loss: 447.1277 - logcount_predictions_loss: 0.7543 452/2692 [====>.........................] - ETA: 11:39 - loss: 467.7937 - logits_profile_predictions_loss: 447.1268 - logcount_predictions_loss: 0.7543 453/2692 [====>.........................] - ETA: 11:39 - loss: 467.7914 - logits_profile_predictions_loss: 447.1258 - logcount_predictions_loss: 0.7542 454/2692 [====>.........................] - ETA: 11:39 - loss: 467.7889 - logits_profile_predictions_loss: 447.1246 - logcount_predictions_loss: 0.7542 455/2692 [====>.........................] - ETA: 11:39 - loss: 467.7864 - logits_profile_predictions_loss: 447.1234 - logcount_predictions_loss: 0.7541 456/2692 [====>.........................] - ETA: 11:38 - loss: 467.7838 - logits_profile_predictions_loss: 447.1221 - logcount_predictions_loss: 0.7541 457/2692 [====>.........................] - ETA: 11:38 - loss: 467.7809 - logits_profile_predictions_loss: 447.1205 - logcount_predictions_loss: 0.7540 458/2692 [====>.........................] - ETA: 11:38 - loss: 467.7781 - logits_profile_predictions_loss: 447.1191 - logcount_predictions_loss: 0.7540 459/2692 [====>.........................] - ETA: 11:37 - loss: 467.7756 - logits_profile_predictions_loss: 447.1179 - logcount_predictions_loss: 0.7539 460/2692 [====>.........................] - ETA: 11:37 - loss: 467.7732 - logits_profile_predictions_loss: 447.1168 - logcount_predictions_loss: 0.7539 461/2692 [====>.........................] - ETA: 11:37 - loss: 467.7710 - logits_profile_predictions_loss: 447.1158 - logcount_predictions_loss: 0.7538 462/2692 [====>.........................] - ETA: 11:36 - loss: 467.7684 - logits_profile_predictions_loss: 447.1144 - logcount_predictions_loss: 0.7538 463/2692 [====>.........................] - ETA: 11:36 - loss: 467.7653 - logits_profile_predictions_loss: 447.1126 - logcount_predictions_loss: 0.7538 464/2692 [====>.........................] - ETA: 11:36 - loss: 467.7620 - logits_profile_predictions_loss: 447.1106 - logcount_predictions_loss: 0.7537 465/2692 [====>.........................] - ETA: 11:35 - loss: 467.7584 - logits_profile_predictions_loss: 447.1082 - logcount_predictions_loss: 0.7537 466/2692 [====>.........................] - ETA: 11:35 - loss: 467.7548 - logits_profile_predictions_loss: 447.1059 - logcount_predictions_loss: 0.7536 467/2692 [====>.........................] - ETA: 11:35 - loss: 467.7513 - logits_profile_predictions_loss: 447.1036 - logcount_predictions_loss: 0.7536 468/2692 [====>.........................] - ETA: 11:35 - loss: 467.7479 - logits_profile_predictions_loss: 447.1015 - logcount_predictions_loss: 0.7535 469/2692 [====>.........................] - ETA: 11:34 - loss: 467.7446 - logits_profile_predictions_loss: 447.0994 - logcount_predictions_loss: 0.7535 470/2692 [====>.........................] - ETA: 11:34 - loss: 467.7412 - logits_profile_predictions_loss: 447.0972 - logcount_predictions_loss: 0.7534 471/2692 [====>.........................] - ETA: 11:34 - loss: 467.7376 - logits_profile_predictions_loss: 447.0950 - logcount_predictions_loss: 0.7534 472/2692 [====>.........................] - ETA: 11:33 - loss: 467.7341 - logits_profile_predictions_loss: 447.0927 - logcount_predictions_loss: 0.7533 473/2692 [====>.........................] - ETA: 11:33 - loss: 467.7311 - logits_profile_predictions_loss: 447.0910 - logcount_predictions_loss: 0.7533 474/2692 [====>.........................] - ETA: 11:33 - loss: 467.7284 - logits_profile_predictions_loss: 447.0894 - logcount_predictions_loss: 0.7533 475/2692 [====>.........................] - ETA: 11:32 - loss: 467.7255 - logits_profile_predictions_loss: 447.0878 - logcount_predictions_loss: 0.7532 476/2692 [====>.........................] - ETA: 11:32 - loss: 467.7229 - logits_profile_predictions_loss: 447.0865 - logcount_predictions_loss: 0.7532 477/2692 [====>.........................] - ETA: 11:32 - loss: 467.7205 - logits_profile_predictions_loss: 447.0854 - logcount_predictions_loss: 0.7531 478/2692 [====>.........................] - ETA: 11:31 - loss: 467.7183 - logits_profile_predictions_loss: 447.0844 - logcount_predictions_loss: 0.7531 479/2692 [====>.........................] - ETA: 11:31 - loss: 467.7160 - logits_profile_predictions_loss: 447.0833 - logcount_predictions_loss: 0.7530 480/2692 [====>.........................] - ETA: 11:31 - loss: 467.7138 - logits_profile_predictions_loss: 447.0824 - logcount_predictions_loss: 0.7530 481/2692 [====>.........................] - ETA: 11:30 - loss: 467.7115 - logits_profile_predictions_loss: 447.0813 - logcount_predictions_loss: 0.7529 482/2692 [====>.........................] - ETA: 11:30 - loss: 467.7092 - logits_profile_predictions_loss: 447.0803 - logcount_predictions_loss: 0.7529 483/2692 [====>.........................] - ETA: 11:30 - loss: 467.7068 - logits_profile_predictions_loss: 447.0791 - logcount_predictions_loss: 0.7528 484/2692 [====>.........................] - ETA: 11:30 - loss: 467.7044 - logits_profile_predictions_loss: 447.0780 - logcount_predictions_loss: 0.7528 485/2692 [====>.........................] - ETA: 11:29 - loss: 467.7020 - logits_profile_predictions_loss: 447.0768 - logcount_predictions_loss: 0.7527 486/2692 [====>.........................] - ETA: 11:29 - loss: 467.6999 - logits_profile_predictions_loss: 447.0759 - logcount_predictions_loss: 0.7527 487/2692 [====>.........................] - ETA: 11:29 - loss: 467.6978 - logits_profile_predictions_loss: 447.0750 - logcount_predictions_loss: 0.7527 488/2692 [====>.........................] - ETA: 11:28 - loss: 467.6958 - logits_profile_predictions_loss: 447.0743 - logcount_predictions_loss: 0.7526 489/2692 [====>.........................] - ETA: 11:28 - loss: 467.6937 - logits_profile_predictions_loss: 447.0733 - logcount_predictions_loss: 0.7526 490/2692 [====>.........................] - ETA: 11:28 - loss: 467.6914 - logits_profile_predictions_loss: 447.0723 - logcount_predictions_loss: 0.7525 491/2692 [====>.........................] - ETA: 11:27 - loss: 467.6895 - logits_profile_predictions_loss: 447.0715 - logcount_predictions_loss: 0.7525 492/2692 [====>.........................] - ETA: 11:27 - loss: 467.6875 - logits_profile_predictions_loss: 447.0706 - logcount_predictions_loss: 0.7524 493/2692 [====>.........................] - ETA: 11:27 - loss: 467.6854 - logits_profile_predictions_loss: 447.0697 - logcount_predictions_loss: 0.7524 494/2692 [====>.........................] - ETA: 11:26 - loss: 467.6834 - logits_profile_predictions_loss: 447.0688 - logcount_predictions_loss: 0.7524 495/2692 [====>.........................] - ETA: 11:26 - loss: 467.6814 - logits_profile_predictions_loss: 447.0680 - logcount_predictions_loss: 0.7523 496/2692 [====>.........................] - ETA: 11:26 - loss: 467.6794 - logits_profile_predictions_loss: 447.0671 - logcount_predictions_loss: 0.7523 497/2692 [====>.........................] - ETA: 11:26 - loss: 467.6772 - logits_profile_predictions_loss: 447.0661 - logcount_predictions_loss: 0.7522 498/2692 [====>.........................] - ETA: 11:25 - loss: 467.6748 - logits_profile_predictions_loss: 447.0648 - logcount_predictions_loss: 0.7522 499/2692 [====>.........................] - ETA: 11:25 - loss: 467.6725 - logits_profile_predictions_loss: 447.0636 - logcount_predictions_loss: 0.7522 500/2692 [====>.........................] - ETA: 11:25 - loss: 467.6702 - logits_profile_predictions_loss: 447.0624 - logcount_predictions_loss: 0.7521 501/2692 [====>.........................] - ETA: 11:24 - loss: 467.6680 - logits_profile_predictions_loss: 447.0613 - logcount_predictions_loss: 0.7521 502/2692 [====>.........................] - ETA: 11:24 - loss: 467.6655 - logits_profile_predictions_loss: 447.0600 - logcount_predictions_loss: 0.7520 503/2692 [====>.........................] - ETA: 11:24 - loss: 467.6628 - logits_profile_predictions_loss: 447.0584 - logcount_predictions_loss: 0.7520 504/2692 [====>.........................] - ETA: 11:23 - loss: 467.6601 - logits_profile_predictions_loss: 447.0569 - logcount_predictions_loss: 0.7519 505/2692 [====>.........................] - ETA: 11:23 - loss: 467.6577 - logits_profile_predictions_loss: 447.0555 - logcount_predictions_loss: 0.7519 506/2692 [====>.........................] - ETA: 11:23 - loss: 467.6551 - logits_profile_predictions_loss: 447.0541 - logcount_predictions_loss: 0.7519 507/2692 [====>.........................] - ETA: 11:22 - loss: 467.6528 - logits_profile_predictions_loss: 447.0529 - logcount_predictions_loss: 0.7518 508/2692 [====>.........................] - ETA: 11:22 - loss: 467.6505 - logits_profile_predictions_loss: 447.0518 - logcount_predictions_loss: 0.7518 509/2692 [====>.........................] - ETA: 11:22 - loss: 467.6484 - logits_profile_predictions_loss: 447.0508 - logcount_predictions_loss: 0.7517 510/2692 [====>.........................] - ETA: 11:22 - loss: 467.6465 - logits_profile_predictions_loss: 447.0499 - logcount_predictions_loss: 0.7517 511/2692 [====>.........................] - ETA: 11:21 - loss: 467.6446 - logits_profile_predictions_loss: 447.0491 - logcount_predictions_loss: 0.7517 512/2692 [====>.........................] - ETA: 11:21 - loss: 467.6426 - logits_profile_predictions_loss: 447.0484 - logcount_predictions_loss: 0.7516 513/2692 [====>.........................] - ETA: 11:21 - loss: 467.6408 - logits_profile_predictions_loss: 447.0477 - logcount_predictions_loss: 0.7516 514/2692 [====>.........................] - ETA: 11:20 - loss: 467.6389 - logits_profile_predictions_loss: 447.0470 - logcount_predictions_loss: 0.7515 515/2692 [====>.........................] - ETA: 11:20 - loss: 467.6371 - logits_profile_predictions_loss: 447.0463 - logcount_predictions_loss: 0.7515 516/2692 [====>.........................] - ETA: 11:20 - loss: 467.6352 - logits_profile_predictions_loss: 447.0456 - logcount_predictions_loss: 0.7514 517/2692 [====>.........................] - ETA: 11:19 - loss: 467.6330 - logits_profile_predictions_loss: 447.0445 - logcount_predictions_loss: 0.7514 518/2692 [====>.........................] - ETA: 11:19 - loss: 467.6307 - logits_profile_predictions_loss: 447.0434 - logcount_predictions_loss: 0.7514 519/2692 [====>.........................] - ETA: 11:19 - loss: 467.6283 - logits_profile_predictions_loss: 447.0422 - logcount_predictions_loss: 0.7513 520/2692 [====>.........................] - ETA: 11:18 - loss: 467.6257 - logits_profile_predictions_loss: 447.0408 - logcount_predictions_loss: 0.7513 521/2692 [====>.........................] - ETA: 11:18 - loss: 467.6232 - logits_profile_predictions_loss: 447.0395 - logcount_predictions_loss: 0.7512 522/2692 [====>.........................] - ETA: 11:18 - loss: 467.6208 - logits_profile_predictions_loss: 447.0383 - logcount_predictions_loss: 0.7512 523/2692 [====>.........................] - ETA: 11:18 - loss: 467.6184 - logits_profile_predictions_loss: 447.0370 - logcount_predictions_loss: 0.7511 524/2692 [====>.........................] - ETA: 11:17 - loss: 467.6159 - logits_profile_predictions_loss: 447.0357 - logcount_predictions_loss: 0.7511 525/2692 [====>.........................] - ETA: 11:17 - loss: 467.6133 - logits_profile_predictions_loss: 447.0343 - logcount_predictions_loss: 0.7511 526/2692 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[============================>.] - ETA: 22s - loss: 465.8411 - logits_profile_predictions_loss: 445.8705 - logcount_predictions_loss: 0.7288 2620/2692 [============================>.] - ETA: 22s - loss: 465.8407 - logits_profile_predictions_loss: 445.8701 - logcount_predictions_loss: 0.7288 2621/2692 [============================>.] - ETA: 22s - loss: 465.8403 - logits_profile_predictions_loss: 445.8698 - logcount_predictions_loss: 0.7288 2622/2692 [============================>.] - ETA: 21s - loss: 465.8399 - logits_profile_predictions_loss: 445.8694 - logcount_predictions_loss: 0.7288 2623/2692 [============================>.] - ETA: 21s - loss: 465.8395 - logits_profile_predictions_loss: 445.8691 - logcount_predictions_loss: 0.7288 2624/2692 [============================>.] - ETA: 21s - loss: 465.8391 - logits_profile_predictions_loss: 445.8688 - logcount_predictions_loss: 0.7288 2625/2692 [============================>.] - ETA: 21s - loss: 465.8387 - 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[============================>.] - ETA: 18s - loss: 465.8358 - logits_profile_predictions_loss: 445.8658 - logcount_predictions_loss: 0.7288 2633/2692 [============================>.] - ETA: 18s - loss: 465.8353 - logits_profile_predictions_loss: 445.8655 - logcount_predictions_loss: 0.7288 2634/2692 [============================>.] - ETA: 18s - loss: 465.8349 - logits_profile_predictions_loss: 445.8651 - logcount_predictions_loss: 0.7288 2635/2692 [============================>.] - ETA: 17s - loss: 465.8345 - logits_profile_predictions_loss: 445.8647 - logcount_predictions_loss: 0.7288 2636/2692 [============================>.] - ETA: 17s - loss: 465.8341 - logits_profile_predictions_loss: 445.8644 - logcount_predictions_loss: 0.7288 2637/2692 [============================>.] - ETA: 17s - loss: 465.8336 - logits_profile_predictions_loss: 445.8640 - logcount_predictions_loss: 0.7288 2638/2692 [============================>.] - ETA: 16s - loss: 465.8332 - 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[============================>.] - ETA: 14s - loss: 465.8302 - logits_profile_predictions_loss: 445.8609 - logcount_predictions_loss: 0.7288 2646/2692 [============================>.] - ETA: 14s - loss: 465.8297 - logits_profile_predictions_loss: 445.8606 - logcount_predictions_loss: 0.7288 2647/2692 [============================>.] - ETA: 14s - loss: 465.8293 - logits_profile_predictions_loss: 445.8602 - logcount_predictions_loss: 0.7288 2648/2692 [============================>.] - ETA: 13s - loss: 465.8289 - logits_profile_predictions_loss: 445.8598 - logcount_predictions_loss: 0.7288 2649/2692 [============================>.] - ETA: 13s - loss: 465.8284 - logits_profile_predictions_loss: 445.8594 - logcount_predictions_loss: 0.7288 2650/2692 [============================>.] - ETA: 13s - loss: 465.8280 - logits_profile_predictions_loss: 445.8590 - logcount_predictions_loss: 0.7288 2651/2692 [============================>.] - ETA: 12s - loss: 465.8276 - 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[============================>.] - ETA: 10s - loss: 465.8244 - logits_profile_predictions_loss: 445.8558 - logcount_predictions_loss: 0.7288 2659/2692 [============================>.] - ETA: 10s - loss: 465.8240 - logits_profile_predictions_loss: 445.8554 - logcount_predictions_loss: 0.7288 2660/2692 [============================>.] - ETA: 10s - loss: 465.8236 - logits_profile_predictions_loss: 445.8551 - logcount_predictions_loss: 0.7288 2661/2692 [============================>.] - ETA: 9s - loss: 465.8232 - logits_profile_predictions_loss: 445.8547 - logcount_predictions_loss: 0.7288  2662/2692 [============================>.] - ETA: 9s - loss: 465.8227 - logits_profile_predictions_loss: 445.8543 - logcount_predictions_loss: 0.7288 2663/2692 [============================>.] - ETA: 9s - loss: 465.8223 - logits_profile_predictions_loss: 445.8539 - logcount_predictions_loss: 0.7288 2664/2692 [============================>.] - ETA: 8s - loss: 465.8219 - logits_profile_predictions_loss: 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[==============================] - ETA: 0s - loss: 465.8106 - logits_profile_predictions_loss: 445.8434 - logcount_predictions_loss: 0.7287 2692/2692 [==============================] - 878s 326ms/step - loss: 465.8103 - logits_profile_predictions_loss: 445.8430 - logcount_predictions_loss: 0.7287 - val_loss: 524.1675 - val_logits_profile_predictions_loss: 497.9036 - val_logcount_predictions_loss: 0.9585 Epoch 00010: val_loss did not improve from 521.44427 Epoch 11/50 1/2692 [..............................] - ETA: 14:14 - loss: 432.3456 - logits_profile_predictions_loss: 417.0331 - logcount_predictions_loss: 0.5588 2/2692 [..............................] - ETA: 13:39 - loss: 442.2184 - logits_profile_predictions_loss: 426.1707 - logcount_predictions_loss: 0.5857 3/2692 [..............................] - ETA: 13:39 - loss: 446.9969 - logits_profile_predictions_loss: 430.3957 - logcount_predictions_loss: 0.6059 4/2692 [..............................] - ETA: 13:40 - loss: 447.5430 - logits_profile_predictions_loss: 431.0474 - logcount_predictions_loss: 0.6020 5/2692 [..............................] - ETA: 13:41 - loss: 449.6064 - logits_profile_predictions_loss: 433.2755 - logcount_predictions_loss: 0.5960 6/2692 [..............................] - ETA: 13:40 - loss: 450.3282 - logits_profile_predictions_loss: 434.0607 - logcount_predictions_loss: 0.5937 7/2692 [..............................] - ETA: 13:41 - loss: 451.3601 - logits_profile_predictions_loss: 434.9050 - logcount_predictions_loss: 0.6006 8/2692 [..............................] - ETA: 13:40 - loss: 452.7160 - logits_profile_predictions_loss: 436.1636 - logcount_predictions_loss: 0.6041 9/2692 [..............................] - ETA: 13:40 - loss: 454.0153 - logits_profile_predictions_loss: 437.3998 - logcount_predictions_loss: 0.6064 10/2692 [..............................] - ETA: 13:40 - loss: 455.1883 - logits_profile_predictions_loss: 438.5302 - logcount_predictions_loss: 0.6080 11/2692 [..............................] - ETA: 13:40 - loss: 455.8269 - logits_profile_predictions_loss: 439.0994 - logcount_predictions_loss: 0.6105 12/2692 [..............................] - ETA: 13:40 - loss: 455.7805 - logits_profile_predictions_loss: 439.0045 - logcount_predictions_loss: 0.6123 13/2692 [..............................] - ETA: 13:39 - loss: 455.7135 - logits_profile_predictions_loss: 438.9344 - logcount_predictions_loss: 0.6124 14/2692 [..............................] - ETA: 13:39 - loss: 455.9215 - logits_profile_predictions_loss: 439.1610 - logcount_predictions_loss: 0.6117 15/2692 [..............................] - ETA: 13:39 - loss: 456.0512 - logits_profile_predictions_loss: 439.2677 - logcount_predictions_loss: 0.6125 16/2692 [..............................] - ETA: 13:39 - loss: 456.3578 - logits_profile_predictions_loss: 439.5499 - logcount_predictions_loss: 0.6134 17/2692 [..............................] - ETA: 13:39 - loss: 456.5237 - logits_profile_predictions_loss: 439.6939 - logcount_predictions_loss: 0.6142 18/2692 [..............................] - ETA: 13:38 - loss: 456.6208 - logits_profile_predictions_loss: 439.7634 - logcount_predictions_loss: 0.6152 19/2692 [..............................] - ETA: 13:38 - loss: 457.0090 - logits_profile_predictions_loss: 440.1385 - logcount_predictions_loss: 0.6157 20/2692 [..............................] - ETA: 13:38 - loss: 457.3021 - logits_profile_predictions_loss: 440.4116 - logcount_predictions_loss: 0.6164 21/2692 [..............................] - ETA: 13:38 - loss: 457.3868 - logits_profile_predictions_loss: 440.4698 - logcount_predictions_loss: 0.6174 22/2692 [..............................] - ETA: 13:37 - loss: 457.4181 - logits_profile_predictions_loss: 440.4822 - logcount_predictions_loss: 0.6181 23/2692 [..............................] - ETA: 13:37 - loss: 457.4426 - logits_profile_predictions_loss: 440.4923 - logcount_predictions_loss: 0.6186 24/2692 [..............................] - ETA: 13:37 - loss: 457.5929 - logits_profile_predictions_loss: 440.6257 - logcount_predictions_loss: 0.6192 25/2692 [..............................] - ETA: 13:37 - loss: 457.7235 - logits_profile_predictions_loss: 440.7417 - logcount_predictions_loss: 0.6198 26/2692 [..............................] - ETA: 13:37 - loss: 457.9265 - logits_profile_predictions_loss: 440.9215 - logcount_predictions_loss: 0.6206 27/2692 [..............................] - ETA: 13:36 - loss: 458.1539 - logits_profile_predictions_loss: 441.1268 - logcount_predictions_loss: 0.6214 28/2692 [..............................] - ETA: 13:36 - loss: 458.3795 - logits_profile_predictions_loss: 441.3283 - logcount_predictions_loss: 0.6223 29/2692 [..............................] - ETA: 13:36 - loss: 458.5430 - logits_profile_predictions_loss: 441.4622 - logcount_predictions_loss: 0.6234 30/2692 [..............................] - ETA: 13:36 - loss: 458.6577 - logits_profile_predictions_loss: 441.5515 - logcount_predictions_loss: 0.6243 31/2692 [..............................] - ETA: 13:36 - loss: 458.7996 - logits_profile_predictions_loss: 441.6615 - logcount_predictions_loss: 0.6255 32/2692 [..............................] - ETA: 13:35 - loss: 458.8794 - logits_profile_predictions_loss: 441.7147 - logcount_predictions_loss: 0.6265 33/2692 [..............................] - ETA: 13:35 - loss: 459.0018 - logits_profile_predictions_loss: 441.8110 - logcount_predictions_loss: 0.6274 34/2692 [..............................] - ETA: 13:35 - loss: 459.1148 - logits_profile_predictions_loss: 441.8994 - logcount_predictions_loss: 0.6283 35/2692 [..............................] - ETA: 13:35 - loss: 459.2503 - logits_profile_predictions_loss: 442.0101 - logcount_predictions_loss: 0.6292 36/2692 [..............................] - ETA: 13:34 - loss: 459.3471 - logits_profile_predictions_loss: 442.0820 - logcount_predictions_loss: 0.6301 37/2692 [..............................] - ETA: 13:34 - loss: 459.4454 - logits_profile_predictions_loss: 442.1537 - logcount_predictions_loss: 0.6311 38/2692 [..............................] - ETA: 13:34 - loss: 459.5160 - logits_profile_predictions_loss: 442.2014 - logcount_predictions_loss: 0.6319 39/2692 [..............................] - ETA: 13:34 - loss: 459.5247 - logits_profile_predictions_loss: 442.1855 - logcount_predictions_loss: 0.6328 40/2692 [..............................] - ETA: 13:34 - loss: 459.5180 - logits_profile_predictions_loss: 442.1553 - logcount_predictions_loss: 0.6337 41/2692 [..............................] - ETA: 13:34 - loss: 459.5171 - logits_profile_predictions_loss: 442.1323 - logcount_predictions_loss: 0.6345 42/2692 [..............................] - ETA: 13:34 - loss: 459.4886 - logits_profile_predictions_loss: 442.0816 - logcount_predictions_loss: 0.6353 43/2692 [..............................] - ETA: 13:34 - loss: 459.4344 - 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[..............................] - ETA: 13:32 - loss: 459.0095 - logits_profile_predictions_loss: 441.4866 - logcount_predictions_loss: 0.6395 51/2692 [..............................] - ETA: 13:31 - loss: 458.9486 - logits_profile_predictions_loss: 441.4173 - logcount_predictions_loss: 0.6398 52/2692 [..............................] - ETA: 13:31 - loss: 458.8928 - logits_profile_predictions_loss: 441.3550 - logcount_predictions_loss: 0.6401 53/2692 [..............................] - ETA: 13:31 - loss: 458.8346 - logits_profile_predictions_loss: 441.2927 - logcount_predictions_loss: 0.6402 54/2692 [..............................] - ETA: 13:31 - loss: 458.7845 - logits_profile_predictions_loss: 441.2382 - logcount_predictions_loss: 0.6404 55/2692 [..............................] - ETA: 13:30 - loss: 458.7299 - logits_profile_predictions_loss: 441.1785 - logcount_predictions_loss: 0.6406 56/2692 [..............................] - ETA: 13:30 - loss: 458.6683 - 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[===>..........................] - ETA: 11:39 - loss: 454.4045 - logits_profile_predictions_loss: 437.0393 - logcount_predictions_loss: 0.6338 441/2692 [===>..........................] - ETA: 11:38 - loss: 454.4035 - logits_profile_predictions_loss: 437.0385 - logcount_predictions_loss: 0.6338 442/2692 [===>..........................] - ETA: 11:38 - loss: 454.4024 - logits_profile_predictions_loss: 437.0377 - logcount_predictions_loss: 0.6337 443/2692 [===>..........................] - ETA: 11:38 - loss: 454.4012 - logits_profile_predictions_loss: 437.0368 - logcount_predictions_loss: 0.6337 444/2692 [===>..........................] - ETA: 11:38 - loss: 454.4002 - logits_profile_predictions_loss: 437.0362 - logcount_predictions_loss: 0.6337 445/2692 [===>..........................] - ETA: 11:37 - loss: 454.3991 - logits_profile_predictions_loss: 437.0354 - logcount_predictions_loss: 0.6337 446/2692 [===>..........................] - ETA: 11:37 - loss: 454.3982 - logits_profile_predictions_loss: 437.0348 - logcount_predictions_loss: 0.6337 447/2692 [===>..........................] - ETA: 11:37 - loss: 454.3970 - logits_profile_predictions_loss: 437.0341 - logcount_predictions_loss: 0.6337 448/2692 [===>..........................] - ETA: 11:36 - loss: 454.3956 - logits_profile_predictions_loss: 437.0330 - logcount_predictions_loss: 0.6337 449/2692 [====>.........................] - ETA: 11:36 - loss: 454.3941 - logits_profile_predictions_loss: 437.0319 - logcount_predictions_loss: 0.6337 450/2692 [====>.........................] - ETA: 11:36 - loss: 454.3931 - logits_profile_predictions_loss: 437.0313 - logcount_predictions_loss: 0.6336 451/2692 [====>.........................] - ETA: 11:35 - loss: 454.3918 - logits_profile_predictions_loss: 437.0305 - logcount_predictions_loss: 0.6336 452/2692 [====>.........................] - ETA: 11:35 - loss: 454.3906 - logits_profile_predictions_loss: 437.0297 - logcount_predictions_loss: 0.6336 453/2692 [====>.........................] - ETA: 11:35 - loss: 454.3892 - logits_profile_predictions_loss: 437.0287 - logcount_predictions_loss: 0.6336 454/2692 [====>.........................] - ETA: 11:34 - loss: 454.3879 - logits_profile_predictions_loss: 437.0278 - logcount_predictions_loss: 0.6336 455/2692 [====>.........................] - ETA: 11:34 - loss: 454.3867 - logits_profile_predictions_loss: 437.0269 - logcount_predictions_loss: 0.6336 456/2692 [====>.........................] - ETA: 11:34 - loss: 454.3855 - logits_profile_predictions_loss: 437.0262 - logcount_predictions_loss: 0.6336 457/2692 [====>.........................] - ETA: 11:34 - loss: 454.3842 - logits_profile_predictions_loss: 437.0253 - logcount_predictions_loss: 0.6335 458/2692 [====>.........................] - ETA: 11:33 - loss: 454.3826 - logits_profile_predictions_loss: 437.0241 - logcount_predictions_loss: 0.6335 459/2692 [====>.........................] - ETA: 11:33 - loss: 454.3809 - logits_profile_predictions_loss: 437.0229 - logcount_predictions_loss: 0.6335 460/2692 [====>.........................] - ETA: 11:33 - loss: 454.3794 - logits_profile_predictions_loss: 437.0218 - logcount_predictions_loss: 0.6335 461/2692 [====>.........................] - ETA: 11:32 - loss: 454.3780 - logits_profile_predictions_loss: 437.0209 - logcount_predictions_loss: 0.6335 462/2692 [====>.........................] - ETA: 11:32 - loss: 454.3768 - logits_profile_predictions_loss: 437.0201 - logcount_predictions_loss: 0.6335 463/2692 [====>.........................] - ETA: 11:32 - loss: 454.3757 - logits_profile_predictions_loss: 437.0195 - logcount_predictions_loss: 0.6334 464/2692 [====>.........................] - ETA: 11:31 - loss: 454.3747 - logits_profile_predictions_loss: 437.0191 - logcount_predictions_loss: 0.6334 465/2692 [====>.........................] - ETA: 11:31 - loss: 454.3736 - logits_profile_predictions_loss: 437.0184 - logcount_predictions_loss: 0.6334 466/2692 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logits_profile_predictions_loss: 435.5936 - logcount_predictions_loss: 0.6110 2691/2692 [============================>.] - ETA: 0s - loss: 452.3350 - logits_profile_predictions_loss: 435.5929 - logcount_predictions_loss: 0.6110 2692/2692 [==============================] - ETA: 0s - loss: 452.3342 - logits_profile_predictions_loss: 435.5923 - logcount_predictions_loss: 0.6110 2692/2692 [==============================] - 874s 325ms/step - loss: 452.3333 - logits_profile_predictions_loss: 435.5916 - logcount_predictions_loss: 0.6110 - val_loss: 520.7792 - val_logits_profile_predictions_loss: 492.1422 - val_logcount_predictions_loss: 1.0451 Epoch 00011: val_loss improved from 521.44427 to 520.77924, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 12/50 1/2692 [..............................] - ETA: 14:11 - loss: 442.5241 - logits_profile_predictions_loss: 425.5773 - logcount_predictions_loss: 0.6185 2/2692 [..............................] - ETA: 13:38 - loss: 438.5800 - logits_profile_predictions_loss: 423.8041 - logcount_predictions_loss: 0.5393 3/2692 [..............................] - ETA: 13:38 - loss: 435.7777 - logits_profile_predictions_loss: 421.7489 - logcount_predictions_loss: 0.5120 4/2692 [..............................] - ETA: 13:41 - loss: 435.9763 - logits_profile_predictions_loss: 422.1298 - logcount_predictions_loss: 0.5053 5/2692 [..............................] - ETA: 13:41 - loss: 435.3657 - logits_profile_predictions_loss: 421.3449 - logcount_predictions_loss: 0.5117 6/2692 [..............................] - ETA: 13:41 - loss: 436.0826 - logits_profile_predictions_loss: 421.9080 - logcount_predictions_loss: 0.5173 7/2692 [..............................] - ETA: 13:41 - loss: 436.3299 - logits_profile_predictions_loss: 421.9669 - logcount_predictions_loss: 0.5242 8/2692 [..............................] - ETA: 13:41 - loss: 437.6771 - logits_profile_predictions_loss: 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35/2692 [..............................] - ETA: 13:34 - loss: 440.3591 - logits_profile_predictions_loss: 425.9277 - logcount_predictions_loss: 0.5267 36/2692 [..............................] - ETA: 13:34 - loss: 440.2744 - logits_profile_predictions_loss: 425.8478 - logcount_predictions_loss: 0.5265 37/2692 [..............................] - ETA: 13:34 - loss: 440.2092 - logits_profile_predictions_loss: 425.7847 - logcount_predictions_loss: 0.5264 38/2692 [..............................] - ETA: 13:34 - loss: 440.1481 - logits_profile_predictions_loss: 425.7276 - logcount_predictions_loss: 0.5263 39/2692 [..............................] - ETA: 13:33 - loss: 440.0657 - logits_profile_predictions_loss: 425.6503 - logcount_predictions_loss: 0.5261 40/2692 [..............................] - ETA: 13:33 - loss: 439.9823 - logits_profile_predictions_loss: 425.5709 - logcount_predictions_loss: 0.5260 41/2692 [..............................] - ETA: 13:33 - loss: 439.9671 - 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[..............................] - ETA: 13:31 - loss: 440.0339 - logits_profile_predictions_loss: 425.5869 - logcount_predictions_loss: 0.5273 49/2692 [..............................] - ETA: 13:31 - loss: 440.0750 - logits_profile_predictions_loss: 425.6215 - logcount_predictions_loss: 0.5275 50/2692 [..............................] - ETA: 13:31 - loss: 440.1108 - logits_profile_predictions_loss: 425.6524 - logcount_predictions_loss: 0.5277 51/2692 [..............................] - ETA: 13:30 - loss: 440.1511 - logits_profile_predictions_loss: 425.6888 - logcount_predictions_loss: 0.5278 52/2692 [..............................] - ETA: 13:30 - loss: 440.2076 - logits_profile_predictions_loss: 425.7402 - logcount_predictions_loss: 0.5280 53/2692 [..............................] - ETA: 13:30 - loss: 440.2742 - logits_profile_predictions_loss: 425.8012 - logcount_predictions_loss: 0.5282 54/2692 [..............................] - ETA: 13:30 - loss: 440.3390 - logits_profile_predictions_loss: 425.8591 - logcount_predictions_loss: 0.5285 55/2692 [..............................] - ETA: 13:29 - loss: 440.3798 - logits_profile_predictions_loss: 425.8943 - logcount_predictions_loss: 0.5287 56/2692 [..............................] - ETA: 13:29 - loss: 440.4151 - logits_profile_predictions_loss: 425.9244 - logcount_predictions_loss: 0.5289 57/2692 [..............................] - ETA: 13:29 - loss: 440.4395 - logits_profile_predictions_loss: 425.9437 - logcount_predictions_loss: 0.5290 58/2692 [..............................] - ETA: 13:29 - loss: 440.4585 - logits_profile_predictions_loss: 425.9588 - logcount_predictions_loss: 0.5292 59/2692 [..............................] - ETA: 13:28 - loss: 440.4852 - logits_profile_predictions_loss: 425.9822 - logcount_predictions_loss: 0.5293 60/2692 [..............................] - ETA: 13:28 - loss: 440.5199 - logits_profile_predictions_loss: 426.0134 - logcount_predictions_loss: 0.5294 61/2692 [..............................] - ETA: 13:28 - loss: 440.5577 - logits_profile_predictions_loss: 426.0485 - logcount_predictions_loss: 0.5295 62/2692 [..............................] - ETA: 13:28 - loss: 440.5900 - logits_profile_predictions_loss: 426.0778 - logcount_predictions_loss: 0.5296 63/2692 [..............................] - ETA: 13:27 - loss: 440.6237 - logits_profile_predictions_loss: 426.1094 - logcount_predictions_loss: 0.5297 64/2692 [..............................] - ETA: 13:27 - loss: 440.6618 - logits_profile_predictions_loss: 426.1455 - logcount_predictions_loss: 0.5298 65/2692 [..............................] - ETA: 13:27 - loss: 440.7022 - logits_profile_predictions_loss: 426.1837 - logcount_predictions_loss: 0.5299 66/2692 [..............................] - ETA: 13:27 - loss: 440.7370 - logits_profile_predictions_loss: 426.2165 - logcount_predictions_loss: 0.5299 67/2692 [..............................] - ETA: 13:26 - loss: 440.7676 - 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[..............................] - ETA: 13:24 - loss: 440.9312 - logits_profile_predictions_loss: 426.3925 - logcount_predictions_loss: 0.5306 75/2692 [..............................] - ETA: 13:24 - loss: 440.9323 - logits_profile_predictions_loss: 426.3916 - logcount_predictions_loss: 0.5307 76/2692 [..............................] - ETA: 13:24 - loss: 440.9349 - logits_profile_predictions_loss: 426.3919 - logcount_predictions_loss: 0.5308 77/2692 [..............................] - ETA: 13:24 - loss: 440.9369 - logits_profile_predictions_loss: 426.3914 - logcount_predictions_loss: 0.5309 78/2692 [..............................] - ETA: 13:23 - loss: 440.9537 - logits_profile_predictions_loss: 426.4061 - logcount_predictions_loss: 0.5309 79/2692 [..............................] - ETA: 13:23 - loss: 440.9624 - logits_profile_predictions_loss: 426.4122 - logcount_predictions_loss: 0.5310 80/2692 [..............................] - ETA: 13:23 - loss: 440.9700 - 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[..............................] - ETA: 13:21 - loss: 441.0639 - logits_profile_predictions_loss: 426.5050 - logcount_predictions_loss: 0.5313 88/2692 [..............................] - ETA: 13:21 - loss: 441.0769 - logits_profile_predictions_loss: 426.5170 - logcount_predictions_loss: 0.5314 89/2692 [..............................] - ETA: 13:21 - loss: 441.0868 - logits_profile_predictions_loss: 426.5256 - logcount_predictions_loss: 0.5314 90/2692 [>.............................] - ETA: 13:20 - loss: 441.0908 - logits_profile_predictions_loss: 426.5283 - logcount_predictions_loss: 0.5315 91/2692 [>.............................] - ETA: 13:20 - loss: 441.0966 - logits_profile_predictions_loss: 426.5334 - logcount_predictions_loss: 0.5315 92/2692 [>.............................] - ETA: 13:20 - loss: 441.1087 - logits_profile_predictions_loss: 426.5447 - logcount_predictions_loss: 0.5315 93/2692 [>.............................] - ETA: 13:19 - loss: 441.1215 - logits_profile_predictions_loss: 426.5565 - logcount_predictions_loss: 0.5316 94/2692 [>.............................] - ETA: 13:19 - loss: 441.1334 - logits_profile_predictions_loss: 426.5678 - logcount_predictions_loss: 0.5316 95/2692 [>.............................] - ETA: 13:19 - loss: 441.1448 - logits_profile_predictions_loss: 426.5787 - logcount_predictions_loss: 0.5316 96/2692 [>.............................] - ETA: 13:19 - loss: 441.1588 - logits_profile_predictions_loss: 426.5919 - logcount_predictions_loss: 0.5316 97/2692 [>.............................] - ETA: 13:18 - loss: 441.1662 - logits_profile_predictions_loss: 426.5983 - logcount_predictions_loss: 0.5317 98/2692 [>.............................] - ETA: 13:18 - loss: 441.1802 - logits_profile_predictions_loss: 426.6114 - logcount_predictions_loss: 0.5317 99/2692 [>.............................] - ETA: 13:18 - loss: 441.1941 - logits_profile_predictions_loss: 426.6249 - logcount_predictions_loss: 0.5317 100/2692 [>.............................] - ETA: 13:18 - loss: 441.2094 - logits_profile_predictions_loss: 426.6393 - logcount_predictions_loss: 0.5318 101/2692 [>.............................] - ETA: 13:17 - loss: 441.2250 - logits_profile_predictions_loss: 426.6539 - logcount_predictions_loss: 0.5318 102/2692 [>.............................] - ETA: 13:17 - loss: 441.2345 - logits_profile_predictions_loss: 426.6624 - logcount_predictions_loss: 0.5318 103/2692 [>.............................] - ETA: 13:17 - loss: 441.2454 - logits_profile_predictions_loss: 426.6725 - logcount_predictions_loss: 0.5319 104/2692 [>.............................] - ETA: 13:16 - loss: 441.2602 - logits_profile_predictions_loss: 426.6864 - logcount_predictions_loss: 0.5319 105/2692 [>.............................] - ETA: 13:16 - loss: 441.2765 - logits_profile_predictions_loss: 426.7015 - logcount_predictions_loss: 0.5319 106/2692 [>.............................] - ETA: 13:16 - loss: 441.2896 - 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[>.............................] - ETA: 13:14 - loss: 441.3727 - logits_profile_predictions_loss: 426.7908 - logcount_predictions_loss: 0.5322 114/2692 [>.............................] - ETA: 13:14 - loss: 441.3744 - logits_profile_predictions_loss: 426.7917 - logcount_predictions_loss: 0.5322 115/2692 [>.............................] - ETA: 13:13 - loss: 441.3763 - logits_profile_predictions_loss: 426.7925 - logcount_predictions_loss: 0.5323 116/2692 [>.............................] - ETA: 13:13 - loss: 441.3802 - logits_profile_predictions_loss: 426.7952 - logcount_predictions_loss: 0.5323 117/2692 [>.............................] - ETA: 13:13 - loss: 441.3810 - logits_profile_predictions_loss: 426.7946 - logcount_predictions_loss: 0.5323 118/2692 [>.............................] - ETA: 13:13 - loss: 441.3785 - logits_profile_predictions_loss: 426.7907 - logcount_predictions_loss: 0.5324 119/2692 [>.............................] - ETA: 13:12 - loss: 441.3790 - 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[>.............................] - ETA: 13:11 - loss: 441.3409 - logits_profile_predictions_loss: 426.7430 - logcount_predictions_loss: 0.5328 127/2692 [>.............................] - ETA: 13:10 - loss: 441.3366 - logits_profile_predictions_loss: 426.7380 - logcount_predictions_loss: 0.5328 128/2692 [>.............................] - ETA: 13:10 - loss: 441.3338 - logits_profile_predictions_loss: 426.7345 - logcount_predictions_loss: 0.5328 129/2692 [>.............................] - ETA: 13:10 - loss: 441.3321 - logits_profile_predictions_loss: 426.7324 - logcount_predictions_loss: 0.5328 130/2692 [>.............................] - ETA: 13:10 - loss: 441.3270 - logits_profile_predictions_loss: 426.7269 - logcount_predictions_loss: 0.5328 131/2692 [>.............................] - ETA: 13:09 - loss: 441.3197 - logits_profile_predictions_loss: 426.7190 - logcount_predictions_loss: 0.5329 132/2692 [>.............................] - ETA: 13:09 - loss: 441.3133 - 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[====>.........................] - ETA: 11:11 - loss: 443.4376 - logits_profile_predictions_loss: 428.8351 - logcount_predictions_loss: 0.5329 531/2692 [====>.........................] - ETA: 11:10 - loss: 443.4403 - logits_profile_predictions_loss: 428.8378 - logcount_predictions_loss: 0.5329 532/2692 [====>.........................] - ETA: 11:10 - loss: 443.4429 - logits_profile_predictions_loss: 428.8405 - logcount_predictions_loss: 0.5329 533/2692 [====>.........................] - ETA: 11:10 - loss: 443.4455 - logits_profile_predictions_loss: 428.8431 - logcount_predictions_loss: 0.5329 534/2692 [====>.........................] - ETA: 11:09 - loss: 443.4484 - logits_profile_predictions_loss: 428.8461 - logcount_predictions_loss: 0.5329 535/2692 [====>.........................] - ETA: 11:09 - loss: 443.4512 - logits_profile_predictions_loss: 428.8489 - logcount_predictions_loss: 0.5329 536/2692 [====>.........................] - ETA: 11:09 - loss: 443.4540 - 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[=====>........................] - ETA: 11:07 - loss: 443.4755 - logits_profile_predictions_loss: 428.8734 - logcount_predictions_loss: 0.5329 544/2692 [=====>........................] - ETA: 11:06 - loss: 443.4784 - logits_profile_predictions_loss: 428.8764 - logcount_predictions_loss: 0.5329 545/2692 [=====>........................] - ETA: 11:06 - loss: 443.4810 - logits_profile_predictions_loss: 428.8791 - logcount_predictions_loss: 0.5329 546/2692 [=====>........................] - ETA: 11:06 - loss: 443.4834 - logits_profile_predictions_loss: 428.8815 - logcount_predictions_loss: 0.5329 547/2692 [=====>........................] - ETA: 11:05 - loss: 443.4857 - logits_profile_predictions_loss: 428.8839 - logcount_predictions_loss: 0.5329 548/2692 [=====>........................] - ETA: 11:05 - loss: 443.4879 - logits_profile_predictions_loss: 428.8861 - logcount_predictions_loss: 0.5329 549/2692 [=====>........................] - ETA: 11:05 - loss: 443.4900 - 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[============================>.] - ETA: 13s - loss: 443.6821 - logits_profile_predictions_loss: 429.1088 - logcount_predictions_loss: 0.5319 2650/2692 [============================>.] - ETA: 13s - loss: 443.6821 - logits_profile_predictions_loss: 429.1089 - logcount_predictions_loss: 0.5319 2651/2692 [============================>.] - ETA: 12s - loss: 443.6822 - logits_profile_predictions_loss: 429.1090 - logcount_predictions_loss: 0.5319 2652/2692 [============================>.] - ETA: 12s - loss: 443.6823 - logits_profile_predictions_loss: 429.1091 - logcount_predictions_loss: 0.5319 2653/2692 [============================>.] - ETA: 12s - loss: 443.6823 - logits_profile_predictions_loss: 429.1092 - logcount_predictions_loss: 0.5319 2654/2692 [============================>.] - ETA: 11s - loss: 443.6824 - logits_profile_predictions_loss: 429.1093 - logcount_predictions_loss: 0.5319 2655/2692 [============================>.] - ETA: 11s - loss: 443.6825 - 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[============================>.] - ETA: 9s - loss: 443.6829 - logits_profile_predictions_loss: 429.1101 - logcount_predictions_loss: 0.5319 2663/2692 [============================>.] - ETA: 9s - loss: 443.6829 - logits_profile_predictions_loss: 429.1102 - logcount_predictions_loss: 0.5319 2664/2692 [============================>.] - ETA: 8s - loss: 443.6830 - logits_profile_predictions_loss: 429.1103 - logcount_predictions_loss: 0.5318 2665/2692 [============================>.] - ETA: 8s - loss: 443.6831 - logits_profile_predictions_loss: 429.1104 - logcount_predictions_loss: 0.5318 2666/2692 [============================>.] - ETA: 8s - loss: 443.6831 - logits_profile_predictions_loss: 429.1105 - logcount_predictions_loss: 0.5318 2667/2692 [============================>.] - ETA: 7s - loss: 443.6832 - logits_profile_predictions_loss: 429.1106 - logcount_predictions_loss: 0.5318 2668/2692 [============================>.] - ETA: 7s - loss: 443.6832 - logits_profile_predictions_loss: 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2682/2692 [============================>.] - ETA: 3s - loss: 443.6843 - logits_profile_predictions_loss: 429.1123 - logcount_predictions_loss: 0.5318 2683/2692 [============================>.] - ETA: 2s - loss: 443.6844 - logits_profile_predictions_loss: 429.1125 - logcount_predictions_loss: 0.5318 2684/2692 [============================>.] - ETA: 2s - loss: 443.6845 - logits_profile_predictions_loss: 429.1126 - logcount_predictions_loss: 0.5318 2685/2692 [============================>.] - ETA: 2s - loss: 443.6845 - logits_profile_predictions_loss: 429.1127 - logcount_predictions_loss: 0.5318 2686/2692 [============================>.] - ETA: 1s - loss: 443.6846 - logits_profile_predictions_loss: 429.1128 - logcount_predictions_loss: 0.5318 2687/2692 [============================>.] - ETA: 1s - loss: 443.6846 - logits_profile_predictions_loss: 429.1129 - logcount_predictions_loss: 0.5318 2688/2692 [============================>.] - ETA: 1s - loss: 443.6847 - logits_profile_predictions_loss: 429.1130 - logcount_predictions_loss: 0.5318 2689/2692 [============================>.] - ETA: 0s - loss: 443.6848 - logits_profile_predictions_loss: 429.1131 - logcount_predictions_loss: 0.5318 2690/2692 [============================>.] - ETA: 0s - loss: 443.6849 - logits_profile_predictions_loss: 429.1133 - logcount_predictions_loss: 0.5318 2691/2692 [============================>.] - ETA: 0s - loss: 443.6850 - logits_profile_predictions_loss: 429.1134 - logcount_predictions_loss: 0.5318 2692/2692 [==============================] - ETA: 0s - loss: 443.6850 - logits_profile_predictions_loss: 429.1135 - logcount_predictions_loss: 0.5318 2692/2692 [==============================] - 874s 325ms/step - loss: 443.6851 - logits_profile_predictions_loss: 429.1136 - logcount_predictions_loss: 0.5318 - val_loss: 517.5885 - val_logits_profile_predictions_loss: 491.5425 - val_logcount_predictions_loss: 0.9506 Epoch 00012: val_loss improved from 520.77924 to 517.58850, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3/chrombpnet.h5 Epoch 13/50 1/2692 [..............................] - ETA: 14:07 - loss: 490.5060 - logits_profile_predictions_loss: 478.5970 - logcount_predictions_loss: 0.4346 2/2692 [..............................] - ETA: 13:37 - loss: 484.4635 - logits_profile_predictions_loss: 472.0706 - logcount_predictions_loss: 0.4523 3/2692 [..............................] - ETA: 13:37 - loss: 473.8645 - logits_profile_predictions_loss: 460.7729 - logcount_predictions_loss: 0.4778 4/2692 [..............................] - ETA: 13:39 - loss: 467.7381 - logits_profile_predictions_loss: 454.4311 - logcount_predictions_loss: 0.4857 5/2692 [..............................] - ETA: 13:38 - loss: 464.4487 - logits_profile_predictions_loss: 451.1432 - logcount_predictions_loss: 0.4856 6/2692 [..............................] - ETA: 13:38 - loss: 462.7083 - 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[..............................] - ETA: 13:37 - loss: 454.3420 - logits_profile_predictions_loss: 440.9697 - logcount_predictions_loss: 0.4880 14/2692 [..............................] - ETA: 13:37 - loss: 454.0065 - logits_profile_predictions_loss: 440.5806 - logcount_predictions_loss: 0.4900 15/2692 [..............................] - ETA: 13:37 - loss: 453.5950 - logits_profile_predictions_loss: 440.0909 - logcount_predictions_loss: 0.4929 16/2692 [..............................] - ETA: 13:37 - loss: 453.5018 - logits_profile_predictions_loss: 439.9515 - logcount_predictions_loss: 0.4945 17/2692 [..............................] - ETA: 13:36 - loss: 453.4907 - logits_profile_predictions_loss: 439.9185 - logcount_predictions_loss: 0.4953 18/2692 [..............................] - ETA: 13:36 - loss: 453.4160 - logits_profile_predictions_loss: 439.8177 - logcount_predictions_loss: 0.4963 19/2692 [..............................] - ETA: 13:36 - loss: 453.3907 - 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[..............................] - ETA: 13:35 - loss: 451.5990 - logits_profile_predictions_loss: 437.9761 - logcount_predictions_loss: 0.4972 27/2692 [..............................] - ETA: 13:35 - loss: 451.3660 - logits_profile_predictions_loss: 437.7405 - logcount_predictions_loss: 0.4973 28/2692 [..............................] - ETA: 13:35 - loss: 451.0380 - logits_profile_predictions_loss: 437.4119 - logcount_predictions_loss: 0.4973 29/2692 [..............................] - ETA: 13:35 - loss: 450.6714 - logits_profile_predictions_loss: 437.0413 - logcount_predictions_loss: 0.4974 30/2692 [..............................] - ETA: 13:34 - loss: 450.3449 - logits_profile_predictions_loss: 436.7102 - logcount_predictions_loss: 0.4976 31/2692 [..............................] - ETA: 13:34 - loss: 449.9917 - logits_profile_predictions_loss: 436.3490 - logcount_predictions_loss: 0.4979 32/2692 [..............................] - ETA: 13:34 - loss: 449.6680 - 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[..............................] - ETA: 13:32 - loss: 447.9343 - logits_profile_predictions_loss: 434.2497 - logcount_predictions_loss: 0.4994 40/2692 [..............................] - ETA: 13:32 - loss: 447.7358 - logits_profile_predictions_loss: 434.0511 - logcount_predictions_loss: 0.4994 41/2692 [..............................] - ETA: 13:31 - loss: 447.5850 - logits_profile_predictions_loss: 433.9029 - logcount_predictions_loss: 0.4993 42/2692 [..............................] - ETA: 13:31 - loss: 447.4266 - logits_profile_predictions_loss: 433.7464 - logcount_predictions_loss: 0.4993 43/2692 [..............................] - ETA: 13:31 - loss: 447.2507 - logits_profile_predictions_loss: 433.5747 - logcount_predictions_loss: 0.4991 44/2692 [..............................] - ETA: 13:30 - loss: 447.0786 - logits_profile_predictions_loss: 433.4075 - logcount_predictions_loss: 0.4989 45/2692 [..............................] - ETA: 13:30 - loss: 446.9023 - 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[..............................] - ETA: 13:28 - loss: 445.6560 - logits_profile_predictions_loss: 432.0234 - logcount_predictions_loss: 0.4975 53/2692 [..............................] - ETA: 13:28 - loss: 445.4950 - logits_profile_predictions_loss: 431.8669 - logcount_predictions_loss: 0.4974 54/2692 [..............................] - ETA: 13:28 - loss: 445.3838 - logits_profile_predictions_loss: 431.7618 - logcount_predictions_loss: 0.4972 55/2692 [..............................] - ETA: 13:27 - loss: 445.2930 - logits_profile_predictions_loss: 431.6746 - logcount_predictions_loss: 0.4970 56/2692 [..............................] - ETA: 13:27 - loss: 445.2042 - logits_profile_predictions_loss: 431.5886 - logcount_predictions_loss: 0.4969 57/2692 [..............................] - ETA: 13:27 - loss: 445.1112 - logits_profile_predictions_loss: 431.4993 - logcount_predictions_loss: 0.4968 58/2692 [..............................] - ETA: 13:26 - loss: 445.0428 - logits_profile_predictions_loss: 431.4351 - logcount_predictions_loss: 0.4966 59/2692 [..............................] - ETA: 13:26 - loss: 444.9754 - logits_profile_predictions_loss: 431.3725 - logcount_predictions_loss: 0.4965 60/2692 [..............................] - ETA: 13:26 - loss: 444.9052 - logits_profile_predictions_loss: 431.3077 - logcount_predictions_loss: 0.4963 61/2692 [..............................] - ETA: 13:26 - loss: 444.8356 - logits_profile_predictions_loss: 431.2438 - logcount_predictions_loss: 0.4961 62/2692 [..............................] - ETA: 13:25 - loss: 444.7667 - logits_profile_predictions_loss: 431.1791 - logcount_predictions_loss: 0.4959 63/2692 [..............................] - ETA: 13:25 - loss: 444.7033 - logits_profile_predictions_loss: 431.1200 - logcount_predictions_loss: 0.4957 64/2692 [..............................] - ETA: 13:25 - loss: 444.6373 - logits_profile_predictions_loss: 431.0578 - logcount_predictions_loss: 0.4956 65/2692 [..............................] - ETA: 13:25 - loss: 444.5839 - logits_profile_predictions_loss: 431.0091 - logcount_predictions_loss: 0.4954 66/2692 [..............................] - ETA: 13:24 - loss: 444.5216 - logits_profile_predictions_loss: 430.9516 - logcount_predictions_loss: 0.4953 67/2692 [..............................] - ETA: 13:24 - loss: 444.4509 - logits_profile_predictions_loss: 430.8845 - logcount_predictions_loss: 0.4951 68/2692 [..............................] - ETA: 13:24 - loss: 444.3860 - logits_profile_predictions_loss: 430.8228 - logcount_predictions_loss: 0.4950 69/2692 [..............................] - ETA: 13:23 - loss: 444.3340 - logits_profile_predictions_loss: 430.7736 - logcount_predictions_loss: 0.4949 70/2692 [..............................] - ETA: 13:23 - loss: 444.3060 - logits_profile_predictions_loss: 430.7483 - logcount_predictions_loss: 0.4948 71/2692 [..............................] - ETA: 13:23 - loss: 444.2837 - 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[..............................] - ETA: 13:21 - loss: 444.0966 - logits_profile_predictions_loss: 430.5590 - logcount_predictions_loss: 0.4941 79/2692 [..............................] - ETA: 13:21 - loss: 444.0816 - logits_profile_predictions_loss: 430.5479 - logcount_predictions_loss: 0.4939 80/2692 [..............................] - ETA: 13:20 - loss: 444.0688 - logits_profile_predictions_loss: 430.5391 - logcount_predictions_loss: 0.4938 81/2692 [..............................] - ETA: 13:20 - loss: 444.0675 - logits_profile_predictions_loss: 430.5417 - logcount_predictions_loss: 0.4936 82/2692 [..............................] - ETA: 13:20 - loss: 444.0690 - logits_profile_predictions_loss: 430.5472 - logcount_predictions_loss: 0.4935 83/2692 [..............................] - ETA: 13:20 - loss: 444.0697 - logits_profile_predictions_loss: 430.5516 - logcount_predictions_loss: 0.4934 84/2692 [..............................] - ETA: 13:19 - loss: 444.0698 - 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[>.............................] - ETA: 13:17 - loss: 443.9605 - logits_profile_predictions_loss: 430.4702 - logcount_predictions_loss: 0.4923 92/2692 [>.............................] - ETA: 13:17 - loss: 443.9313 - logits_profile_predictions_loss: 430.4433 - logcount_predictions_loss: 0.4923 93/2692 [>.............................] - ETA: 13:17 - loss: 443.9018 - logits_profile_predictions_loss: 430.4163 - logcount_predictions_loss: 0.4922 94/2692 [>.............................] - ETA: 13:17 - loss: 443.8772 - logits_profile_predictions_loss: 430.3945 - logcount_predictions_loss: 0.4921 95/2692 [>.............................] - ETA: 13:16 - loss: 443.8600 - logits_profile_predictions_loss: 430.3804 - logcount_predictions_loss: 0.4920 96/2692 [>.............................] - ETA: 13:16 - loss: 443.8430 - logits_profile_predictions_loss: 430.3668 - logcount_predictions_loss: 0.4918 97/2692 [>.............................] - ETA: 13:16 - loss: 443.8250 - 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logits_profile_predictions_loss: 428.3714 - logcount_predictions_loss: 0.4842 397/2692 [===>..........................] - ETA: 11:48 - loss: 441.6370 - logits_profile_predictions_loss: 428.3683 - logcount_predictions_loss: 0.4843 398/2692 [===>..........................] - ETA: 11:47 - loss: 441.6345 - logits_profile_predictions_loss: 428.3653 - logcount_predictions_loss: 0.4843 399/2692 [===>..........................] - ETA: 11:47 - loss: 441.6317 - logits_profile_predictions_loss: 428.3621 - logcount_predictions_loss: 0.4843 400/2692 [===>..........................] - ETA: 11:47 - loss: 441.6291 - logits_profile_predictions_loss: 428.3591 - logcount_predictions_loss: 0.4843 401/2692 [===>..........................] - ETA: 11:46 - loss: 441.6265 - logits_profile_predictions_loss: 428.3560 - logcount_predictions_loss: 0.4843 402/2692 [===>..........................] - ETA: 11:46 - loss: 441.6241 - logits_profile_predictions_loss: 428.3531 - logcount_predictions_loss: 0.4843 403/2692 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logits_profile_predictions_loss: 428.3361 - logcount_predictions_loss: 0.4845 410/2692 [===>..........................] - ETA: 11:44 - loss: 441.6087 - logits_profile_predictions_loss: 428.3340 - logcount_predictions_loss: 0.4845 411/2692 [===>..........................] - ETA: 11:43 - loss: 441.6067 - logits_profile_predictions_loss: 428.3316 - logcount_predictions_loss: 0.4845 412/2692 [===>..........................] - ETA: 11:43 - loss: 441.6048 - logits_profile_predictions_loss: 428.3291 - logcount_predictions_loss: 0.4845 413/2692 [===>..........................] - ETA: 11:43 - loss: 441.6031 - logits_profile_predictions_loss: 428.3270 - logcount_predictions_loss: 0.4845 414/2692 [===>..........................] - ETA: 11:42 - loss: 441.6016 - logits_profile_predictions_loss: 428.3251 - logcount_predictions_loss: 0.4845 415/2692 [===>..........................] - ETA: 11:42 - loss: 441.5999 - logits_profile_predictions_loss: 428.3229 - logcount_predictions_loss: 0.4846 416/2692 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logits_profile_predictions_loss: 428.3057 - logcount_predictions_loss: 0.4847 423/2692 [===>..........................] - ETA: 11:40 - loss: 441.5848 - logits_profile_predictions_loss: 428.3033 - logcount_predictions_loss: 0.4847 424/2692 [===>..........................] - ETA: 11:39 - loss: 441.5830 - logits_profile_predictions_loss: 428.3008 - logcount_predictions_loss: 0.4848 425/2692 [===>..........................] - ETA: 11:39 - loss: 441.5809 - logits_profile_predictions_loss: 428.2981 - logcount_predictions_loss: 0.4848 426/2692 [===>..........................] - ETA: 11:39 - loss: 441.5788 - logits_profile_predictions_loss: 428.2955 - logcount_predictions_loss: 0.4848 427/2692 [===>..........................] - ETA: 11:38 - loss: 441.5771 - logits_profile_predictions_loss: 428.2932 - logcount_predictions_loss: 0.4848 428/2692 [===>..........................] - ETA: 11:38 - loss: 441.5755 - logits_profile_predictions_loss: 428.2911 - logcount_predictions_loss: 0.4848 429/2692 [===>..........................] - ETA: 11:38 - loss: 441.5739 - logits_profile_predictions_loss: 428.2889 - logcount_predictions_loss: 0.4849 430/2692 [===>..........................] - ETA: 11:38 - loss: 441.5725 - logits_profile_predictions_loss: 428.2870 - logcount_predictions_loss: 0.4849 431/2692 [===>..........................] - ETA: 11:37 - loss: 441.5709 - logits_profile_predictions_loss: 428.2850 - logcount_predictions_loss: 0.4849 432/2692 [===>..........................] - ETA: 11:37 - loss: 441.5692 - logits_profile_predictions_loss: 428.2826 - logcount_predictions_loss: 0.4849 433/2692 [===>..........................] - ETA: 11:37 - loss: 441.5673 - logits_profile_predictions_loss: 428.2802 - logcount_predictions_loss: 0.4849 434/2692 [===>..........................] - ETA: 11:36 - loss: 441.5652 - logits_profile_predictions_loss: 428.2776 - logcount_predictions_loss: 0.4850 435/2692 [===>..........................] - ETA: 11:36 - loss: 441.5633 - logits_profile_predictions_loss: 428.2752 - logcount_predictions_loss: 0.4850 436/2692 [===>..........................] - ETA: 11:36 - loss: 441.5616 - logits_profile_predictions_loss: 428.2730 - logcount_predictions_loss: 0.4850 437/2692 [===>..........................] - ETA: 11:35 - loss: 441.5600 - logits_profile_predictions_loss: 428.2708 - logcount_predictions_loss: 0.4850 438/2692 [===>..........................] - ETA: 11:35 - loss: 441.5583 - logits_profile_predictions_loss: 428.2686 - logcount_predictions_loss: 0.4850 439/2692 [===>..........................] - ETA: 11:35 - loss: 441.5562 - logits_profile_predictions_loss: 428.2660 - logcount_predictions_loss: 0.4850 440/2692 [===>..........................] - ETA: 11:35 - loss: 441.5542 - logits_profile_predictions_loss: 428.2634 - logcount_predictions_loss: 0.4851 441/2692 [===>..........................] - ETA: 11:34 - loss: 441.5522 - logits_profile_predictions_loss: 428.2610 - logcount_predictions_loss: 0.4851 442/2692 [===>..........................] - ETA: 11:34 - loss: 441.5505 - logits_profile_predictions_loss: 428.2587 - logcount_predictions_loss: 0.4851 443/2692 [===>..........................] - ETA: 11:34 - loss: 441.5485 - logits_profile_predictions_loss: 428.2561 - logcount_predictions_loss: 0.4851 444/2692 [===>..........................] - ETA: 11:33 - loss: 441.5464 - logits_profile_predictions_loss: 428.2535 - logcount_predictions_loss: 0.4851 445/2692 [===>..........................] - ETA: 11:33 - loss: 441.5445 - logits_profile_predictions_loss: 428.2510 - logcount_predictions_loss: 0.4852 446/2692 [===>..........................] - ETA: 11:33 - loss: 441.5427 - logits_profile_predictions_loss: 428.2487 - logcount_predictions_loss: 0.4852 447/2692 [===>..........................] - ETA: 11:32 - loss: 441.5407 - logits_profile_predictions_loss: 428.2462 - logcount_predictions_loss: 0.4852 448/2692 [===>..........................] - ETA: 11:32 - loss: 441.5387 - logits_profile_predictions_loss: 428.2436 - logcount_predictions_loss: 0.4852 449/2692 [====>.........................] - ETA: 11:32 - loss: 441.5365 - logits_profile_predictions_loss: 428.2408 - logcount_predictions_loss: 0.4852 450/2692 [====>.........................] - ETA: 11:31 - loss: 441.5342 - logits_profile_predictions_loss: 428.2380 - logcount_predictions_loss: 0.4853 451/2692 [====>.........................] - ETA: 11:31 - loss: 441.5317 - logits_profile_predictions_loss: 428.2349 - logcount_predictions_loss: 0.4853 452/2692 [====>.........................] - ETA: 11:31 - loss: 441.5290 - logits_profile_predictions_loss: 428.2317 - logcount_predictions_loss: 0.4853 453/2692 [====>.........................] - ETA: 11:31 - loss: 441.5264 - logits_profile_predictions_loss: 428.2286 - logcount_predictions_loss: 0.4853 454/2692 [====>.........................] - ETA: 11:30 - loss: 441.5233 - logits_profile_predictions_loss: 428.2249 - logcount_predictions_loss: 0.4853 455/2692 [====>.........................] - ETA: 11:30 - loss: 441.5201 - logits_profile_predictions_loss: 428.2213 - logcount_predictions_loss: 0.4854 456/2692 [====>.........................] - ETA: 11:30 - loss: 441.5168 - logits_profile_predictions_loss: 428.2174 - logcount_predictions_loss: 0.4854 457/2692 [====>.........................] - ETA: 11:29 - loss: 441.5134 - logits_profile_predictions_loss: 428.2135 - logcount_predictions_loss: 0.4854 458/2692 [====>.........................] - ETA: 11:29 - loss: 441.5100 - logits_profile_predictions_loss: 428.2096 - logcount_predictions_loss: 0.4854 459/2692 [====>.........................] - ETA: 11:29 - loss: 441.5068 - logits_profile_predictions_loss: 428.2059 - logcount_predictions_loss: 0.4854 460/2692 [====>.........................] - ETA: 11:28 - loss: 441.5037 - logits_profile_predictions_loss: 428.2023 - logcount_predictions_loss: 0.4855 461/2692 [====>.........................] - ETA: 11:28 - loss: 441.5003 - logits_profile_predictions_loss: 428.1984 - logcount_predictions_loss: 0.4855 462/2692 [====>.........................] - ETA: 11:28 - loss: 441.4969 - logits_profile_predictions_loss: 428.1946 - logcount_predictions_loss: 0.4855 463/2692 [====>.........................] - ETA: 11:27 - loss: 441.4934 - logits_profile_predictions_loss: 428.1905 - logcount_predictions_loss: 0.4855 464/2692 [====>.........................] - ETA: 11:27 - loss: 441.4898 - logits_profile_predictions_loss: 428.1865 - logcount_predictions_loss: 0.4855 465/2692 [====>.........................] - ETA: 11:27 - loss: 441.4863 - logits_profile_predictions_loss: 428.1826 - logcount_predictions_loss: 0.4855 466/2692 [====>.........................] - ETA: 11:27 - loss: 441.4829 - logits_profile_predictions_loss: 428.1787 - logcount_predictions_loss: 0.4856 467/2692 [====>.........................] - ETA: 11:26 - loss: 441.4795 - logits_profile_predictions_loss: 428.1748 - logcount_predictions_loss: 0.4856 468/2692 [====>.........................] - ETA: 11:26 - loss: 441.4761 - logits_profile_predictions_loss: 428.1709 - logcount_predictions_loss: 0.4856 469/2692 [====>.........................] - ETA: 11:26 - loss: 441.4727 - logits_profile_predictions_loss: 428.1671 - logcount_predictions_loss: 0.4856 470/2692 [====>.........................] - ETA: 11:25 - loss: 441.4692 - logits_profile_predictions_loss: 428.1631 - logcount_predictions_loss: 0.4856 471/2692 [====>.........................] - ETA: 11:25 - loss: 441.4653 - logits_profile_predictions_loss: 428.1588 - logcount_predictions_loss: 0.4856 472/2692 [====>.........................] - ETA: 11:25 - loss: 441.4613 - logits_profile_predictions_loss: 428.1543 - logcount_predictions_loss: 0.4857 473/2692 [====>.........................] - ETA: 11:24 - loss: 441.4574 - logits_profile_predictions_loss: 428.1500 - logcount_predictions_loss: 0.4857 474/2692 [====>.........................] - ETA: 11:24 - loss: 441.4532 - logits_profile_predictions_loss: 428.1454 - logcount_predictions_loss: 0.4857 475/2692 [====>.........................] - ETA: 11:24 - loss: 441.4493 - logits_profile_predictions_loss: 428.1410 - logcount_predictions_loss: 0.4857 476/2692 [====>.........................] - ETA: 11:24 - loss: 441.4453 - logits_profile_predictions_loss: 428.1367 - logcount_predictions_loss: 0.4857 477/2692 [====>.........................] - ETA: 11:23 - loss: 441.4414 - logits_profile_predictions_loss: 428.1324 - logcount_predictions_loss: 0.4857 478/2692 [====>.........................] - ETA: 11:23 - loss: 441.4374 - logits_profile_predictions_loss: 428.1280 - logcount_predictions_loss: 0.4857 479/2692 [====>.........................] - ETA: 11:23 - loss: 441.4336 - logits_profile_predictions_loss: 428.1238 - logcount_predictions_loss: 0.4858 480/2692 [====>.........................] - ETA: 11:22 - loss: 441.4297 - logits_profile_predictions_loss: 428.1196 - logcount_predictions_loss: 0.4858 481/2692 [====>.........................] - ETA: 11:22 - loss: 441.4260 - logits_profile_predictions_loss: 428.1156 - logcount_predictions_loss: 0.4858 482/2692 [====>.........................] - ETA: 11:22 - loss: 441.4225 - logits_profile_predictions_loss: 428.1117 - logcount_predictions_loss: 0.4858 483/2692 [====>.........................] - ETA: 11:21 - loss: 441.4189 - logits_profile_predictions_loss: 428.1077 - logcount_predictions_loss: 0.4858 484/2692 [====>.........................] - ETA: 11:21 - loss: 441.4153 - logits_profile_predictions_loss: 428.1038 - logcount_predictions_loss: 0.4858 485/2692 [====>.........................] - ETA: 11:21 - loss: 441.4118 - logits_profile_predictions_loss: 428.0999 - logcount_predictions_loss: 0.4858 486/2692 [====>.........................] - ETA: 11:20 - loss: 441.4084 - logits_profile_predictions_loss: 428.0961 - logcount_predictions_loss: 0.4859 487/2692 [====>.........................] - ETA: 11:20 - loss: 441.4050 - logits_profile_predictions_loss: 428.0924 - logcount_predictions_loss: 0.4859 488/2692 [====>.........................] - ETA: 11:20 - loss: 441.4019 - logits_profile_predictions_loss: 428.0890 - logcount_predictions_loss: 0.4859 489/2692 [====>.........................] - ETA: 11:20 - loss: 441.3991 - logits_profile_predictions_loss: 428.0858 - logcount_predictions_loss: 0.4859 490/2692 [====>.........................] - ETA: 11:19 - loss: 441.3963 - logits_profile_predictions_loss: 428.0826 - logcount_predictions_loss: 0.4859 491/2692 [====>.........................] - ETA: 11:19 - loss: 441.3935 - logits_profile_predictions_loss: 428.0794 - logcount_predictions_loss: 0.4859 492/2692 [====>.........................] - ETA: 11:19 - loss: 441.3907 - logits_profile_predictions_loss: 428.0763 - logcount_predictions_loss: 0.4859 493/2692 [====>.........................] - ETA: 11:18 - loss: 441.3881 - logits_profile_predictions_loss: 428.0734 - logcount_predictions_loss: 0.4859 494/2692 [====>.........................] - ETA: 11:18 - loss: 441.3855 - logits_profile_predictions_loss: 428.0704 - logcount_predictions_loss: 0.4860 495/2692 [====>.........................] - ETA: 11:18 - loss: 441.3828 - logits_profile_predictions_loss: 428.0675 - logcount_predictions_loss: 0.4860 496/2692 [====>.........................] - ETA: 11:17 - loss: 441.3801 - logits_profile_predictions_loss: 428.0644 - logcount_predictions_loss: 0.4860 497/2692 [====>.........................] - ETA: 11:17 - loss: 441.3774 - logits_profile_predictions_loss: 428.0614 - logcount_predictions_loss: 0.4860 498/2692 [====>.........................] - ETA: 11:17 - loss: 441.3745 - logits_profile_predictions_loss: 428.0582 - logcount_predictions_loss: 0.4860 499/2692 [====>.........................] - ETA: 11:16 - loss: 441.3714 - logits_profile_predictions_loss: 428.0548 - logcount_predictions_loss: 0.4860 500/2692 [====>.........................] - ETA: 11:16 - loss: 441.3683 - logits_profile_predictions_loss: 428.0513 - logcount_predictions_loss: 0.4860 501/2692 [====>.........................] - ETA: 11:16 - loss: 441.3654 - logits_profile_predictions_loss: 428.0481 - logcount_predictions_loss: 0.4860 502/2692 [====>.........................] - ETA: 11:16 - loss: 441.3626 - logits_profile_predictions_loss: 428.0450 - logcount_predictions_loss: 0.4860 503/2692 [====>.........................] - ETA: 11:15 - loss: 441.3600 - logits_profile_predictions_loss: 428.0420 - logcount_predictions_loss: 0.4861 504/2692 [====>.........................] - ETA: 11:15 - loss: 441.3573 - logits_profile_predictions_loss: 428.0391 - logcount_predictions_loss: 0.4861 505/2692 [====>.........................] - ETA: 11:15 - loss: 441.3547 - logits_profile_predictions_loss: 428.0362 - logcount_predictions_loss: 0.4861 506/2692 [====>.........................] - ETA: 11:14 - loss: 441.3520 - logits_profile_predictions_loss: 428.0331 - logcount_predictions_loss: 0.4861 507/2692 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[============================>.] - ETA: 24s - loss: 440.5329 - logits_profile_predictions_loss: 427.2389 - logcount_predictions_loss: 0.4852 2615/2692 [============================>.] - ETA: 23s - loss: 440.5327 - logits_profile_predictions_loss: 427.2387 - logcount_predictions_loss: 0.4852 2616/2692 [============================>.] - ETA: 23s - loss: 440.5325 - logits_profile_predictions_loss: 427.2385 - logcount_predictions_loss: 0.4852 2617/2692 [============================>.] - ETA: 23s - loss: 440.5322 - logits_profile_predictions_loss: 427.2384 - logcount_predictions_loss: 0.4852 2618/2692 [============================>.] - ETA: 22s - loss: 440.5320 - logits_profile_predictions_loss: 427.2382 - logcount_predictions_loss: 0.4852 2619/2692 [============================>.] - ETA: 22s - loss: 440.5318 - logits_profile_predictions_loss: 427.2380 - logcount_predictions_loss: 0.4852 2620/2692 [============================>.] - ETA: 22s - loss: 440.5316 - 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[============================>.] - ETA: 20s - loss: 440.5301 - logits_profile_predictions_loss: 427.2367 - logcount_predictions_loss: 0.4852 2628/2692 [============================>.] - ETA: 19s - loss: 440.5299 - logits_profile_predictions_loss: 427.2365 - logcount_predictions_loss: 0.4852 2629/2692 [============================>.] - ETA: 19s - loss: 440.5297 - logits_profile_predictions_loss: 427.2363 - logcount_predictions_loss: 0.4852 2630/2692 [============================>.] - ETA: 19s - loss: 440.5295 - logits_profile_predictions_loss: 427.2361 - logcount_predictions_loss: 0.4852 2631/2692 [============================>.] - ETA: 18s - loss: 440.5293 - logits_profile_predictions_loss: 427.2360 - logcount_predictions_loss: 0.4852 2632/2692 [============================>.] - ETA: 18s - loss: 440.5291 - logits_profile_predictions_loss: 427.2358 - logcount_predictions_loss: 0.4852 2633/2692 [============================>.] - ETA: 18s - loss: 440.5289 - 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[============================>.] - ETA: 16s - loss: 440.5274 - logits_profile_predictions_loss: 427.2344 - logcount_predictions_loss: 0.4851 2641/2692 [============================>.] - ETA: 15s - loss: 440.5272 - logits_profile_predictions_loss: 427.2343 - logcount_predictions_loss: 0.4851 2642/2692 [============================>.] - ETA: 15s - loss: 440.5270 - logits_profile_predictions_loss: 427.2341 - logcount_predictions_loss: 0.4851 2643/2692 [============================>.] - ETA: 15s - loss: 440.5268 - logits_profile_predictions_loss: 427.2339 - logcount_predictions_loss: 0.4851 2644/2692 [============================>.] - ETA: 14s - loss: 440.5266 - logits_profile_predictions_loss: 427.2337 - logcount_predictions_loss: 0.4851 2645/2692 [============================>.] - ETA: 14s - loss: 440.5264 - logits_profile_predictions_loss: 427.2336 - logcount_predictions_loss: 0.4851 2646/2692 [============================>.] - ETA: 14s - loss: 440.5262 - 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[============================>.] - ETA: 12s - loss: 440.5247 - logits_profile_predictions_loss: 427.2321 - logcount_predictions_loss: 0.4851 2654/2692 [============================>.] - ETA: 11s - loss: 440.5245 - logits_profile_predictions_loss: 427.2320 - logcount_predictions_loss: 0.4851 2655/2692 [============================>.] - ETA: 11s - loss: 440.5242 - logits_profile_predictions_loss: 427.2318 - logcount_predictions_loss: 0.4851 2656/2692 [============================>.] - ETA: 11s - loss: 440.5240 - logits_profile_predictions_loss: 427.2316 - logcount_predictions_loss: 0.4851 2657/2692 [============================>.] - ETA: 10s - loss: 440.5238 - logits_profile_predictions_loss: 427.2314 - logcount_predictions_loss: 0.4851 2658/2692 [============================>.] - ETA: 10s - loss: 440.5236 - logits_profile_predictions_loss: 427.2313 - logcount_predictions_loss: 0.4851 2659/2692 [============================>.] - ETA: 10s - loss: 440.5234 - 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[============================>.] - ETA: 8s - loss: 440.5219 - logits_profile_predictions_loss: 427.2299 - logcount_predictions_loss: 0.4851 2667/2692 [============================>.] - ETA: 7s - loss: 440.5218 - logits_profile_predictions_loss: 427.2298 - logcount_predictions_loss: 0.4851 2668/2692 [============================>.] - ETA: 7s - loss: 440.5216 - logits_profile_predictions_loss: 427.2296 - logcount_predictions_loss: 0.4851 2669/2692 [============================>.] - ETA: 7s - loss: 440.5214 - logits_profile_predictions_loss: 427.2294 - logcount_predictions_loss: 0.4851 2670/2692 [============================>.] - ETA: 6s - loss: 440.5212 - logits_profile_predictions_loss: 427.2293 - logcount_predictions_loss: 0.4851 2671/2692 [============================>.] - ETA: 6s - loss: 440.5210 - logits_profile_predictions_loss: 427.2291 - logcount_predictions_loss: 0.4851 2672/2692 [============================>.] - ETA: 6s - loss: 440.5208 - logits_profile_predictions_loss: 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2686/2692 [============================>.] - ETA: 1s - loss: 440.5185 - logits_profile_predictions_loss: 427.2271 - logcount_predictions_loss: 0.4851 2687/2692 [============================>.] - ETA: 1s - loss: 440.5183 - logits_profile_predictions_loss: 427.2270 - logcount_predictions_loss: 0.4851 2688/2692 [============================>.] - ETA: 1s - loss: 440.5181 - logits_profile_predictions_loss: 427.2269 - logcount_predictions_loss: 0.4851 2689/2692 [============================>.] - ETA: 0s - loss: 440.5180 - logits_profile_predictions_loss: 427.2267 - logcount_predictions_loss: 0.4851 2690/2692 [============================>.] - ETA: 0s - loss: 440.5178 - logits_profile_predictions_loss: 427.2266 - logcount_predictions_loss: 0.4851 2691/2692 [============================>.] - ETA: 0s - loss: 440.5176 - logits_profile_predictions_loss: 427.2264 - logcount_predictions_loss: 0.4851 2692/2692 [==============================] - ETA: 0s - loss: 440.5174 - logits_profile_predictions_loss: 427.2263 - logcount_predictions_loss: 0.4851 2692/2692 [==============================] - 865s 321ms/step - loss: 440.5173 - logits_profile_predictions_loss: 427.2262 - logcount_predictions_loss: 0.4851 - val_loss: 519.5068 - val_logits_profile_predictions_loss: 492.6617 - val_logcount_predictions_loss: 0.9797 Epoch 00013: val_loss did not improve from 517.58850 Epoch 14/50 1/2692 [..............................] - ETA: 14:15 - loss: 442.2598 - logits_profile_predictions_loss: 434.2923 - logcount_predictions_loss: 0.2908 2/2692 [..............................] - ETA: 13:35 - loss: 427.1107 - logits_profile_predictions_loss: 418.3249 - logcount_predictions_loss: 0.3206 3/2692 [..............................] - ETA: 13:35 - loss: 432.4954 - logits_profile_predictions_loss: 423.1890 - logcount_predictions_loss: 0.3396 4/2692 [..............................] - ETA: 13:37 - loss: 429.5835 - logits_profile_predictions_loss: 420.0131 - logcount_predictions_loss: 0.3493 5/2692 [..............................] - ETA: 13:37 - loss: 428.2205 - logits_profile_predictions_loss: 418.6062 - logcount_predictions_loss: 0.3509 6/2692 [..............................] - ETA: 13:37 - loss: 428.1479 - logits_profile_predictions_loss: 418.5449 - logcount_predictions_loss: 0.3505 7/2692 [..............................] - ETA: 13:36 - loss: 428.2972 - logits_profile_predictions_loss: 418.6920 - logcount_predictions_loss: 0.3506 8/2692 [..............................] - ETA: 13:36 - loss: 428.4684 - logits_profile_predictions_loss: 418.8488 - logcount_predictions_loss: 0.3511 9/2692 [..............................] - ETA: 13:36 - loss: 428.9697 - logits_profile_predictions_loss: 419.3326 - logcount_predictions_loss: 0.3517 10/2692 [..............................] - ETA: 13:36 - loss: 428.9216 - logits_profile_predictions_loss: 419.2896 - logcount_predictions_loss: 0.3515 11/2692 [..............................] - ETA: 13:35 - loss: 429.1825 - logits_profile_predictions_loss: 419.5137 - logcount_predictions_loss: 0.3529 12/2692 [..............................] - ETA: 13:35 - loss: 428.8600 - logits_profile_predictions_loss: 419.1309 - logcount_predictions_loss: 0.3551 13/2692 [..............................] - ETA: 13:35 - loss: 428.4410 - logits_profile_predictions_loss: 418.6258 - logcount_predictions_loss: 0.3582 14/2692 [..............................] - ETA: 13:35 - loss: 428.3291 - logits_profile_predictions_loss: 418.4283 - logcount_predictions_loss: 0.3613 15/2692 [..............................] - ETA: 13:34 - loss: 428.2521 - logits_profile_predictions_loss: 418.2794 - logcount_predictions_loss: 0.3640 16/2692 [..............................] - ETA: 13:34 - loss: 428.2405 - logits_profile_predictions_loss: 418.1966 - logcount_predictions_loss: 0.3666 17/2692 [..............................] - ETA: 13:34 - loss: 428.1322 - logits_profile_predictions_loss: 418.0257 - logcount_predictions_loss: 0.3688 18/2692 [..............................] - ETA: 13:34 - loss: 427.9064 - logits_profile_predictions_loss: 417.7356 - logcount_predictions_loss: 0.3712 19/2692 [..............................] - ETA: 13:34 - loss: 427.8902 - logits_profile_predictions_loss: 417.6704 - logcount_predictions_loss: 0.3730 20/2692 [..............................] - ETA: 13:33 - loss: 427.8736 - logits_profile_predictions_loss: 417.6077 - logcount_predictions_loss: 0.3747 21/2692 [..............................] - ETA: 13:33 - loss: 427.7516 - logits_profile_predictions_loss: 417.4304 - logcount_predictions_loss: 0.3767 22/2692 [..............................] - ETA: 13:33 - loss: 427.7610 - logits_profile_predictions_loss: 417.3912 - logcount_predictions_loss: 0.3785 23/2692 [..............................] - ETA: 13:33 - loss: 427.6885 - logits_profile_predictions_loss: 417.2798 - logcount_predictions_loss: 0.3799 24/2692 [..............................] - ETA: 13:32 - loss: 427.6034 - logits_profile_predictions_loss: 417.1607 - logcount_predictions_loss: 0.3811 25/2692 [..............................] - ETA: 13:32 - loss: 427.5041 - logits_profile_predictions_loss: 417.0242 - logcount_predictions_loss: 0.3825 26/2692 [..............................] - ETA: 13:32 - loss: 427.4555 - logits_profile_predictions_loss: 416.9401 - logcount_predictions_loss: 0.3838 27/2692 [..............................] - ETA: 13:32 - loss: 427.4087 - logits_profile_predictions_loss: 416.8614 - logcount_predictions_loss: 0.3849 28/2692 [..............................] - ETA: 13:31 - loss: 427.3933 - logits_profile_predictions_loss: 416.8130 - logcount_predictions_loss: 0.3861 29/2692 [..............................] - ETA: 13:31 - loss: 427.3968 - logits_profile_predictions_loss: 416.7840 - logcount_predictions_loss: 0.3873 30/2692 [..............................] - ETA: 13:31 - loss: 427.3681 - logits_profile_predictions_loss: 416.7254 - logcount_predictions_loss: 0.3884 31/2692 [..............................] - ETA: 13:31 - loss: 427.3333 - logits_profile_predictions_loss: 416.6655 - logcount_predictions_loss: 0.3893 32/2692 [..............................] - ETA: 13:31 - loss: 427.3022 - logits_profile_predictions_loss: 416.6098 - logcount_predictions_loss: 0.3902 33/2692 [..............................] - ETA: 13:30 - loss: 427.2802 - logits_profile_predictions_loss: 416.5644 - logcount_predictions_loss: 0.3911 34/2692 [..............................] - ETA: 13:30 - loss: 427.2895 - logits_profile_predictions_loss: 416.5524 - logcount_predictions_loss: 0.3919 35/2692 [..............................] - ETA: 13:30 - loss: 427.3272 - logits_profile_predictions_loss: 416.5703 - logcount_predictions_loss: 0.3926 36/2692 [..............................] - ETA: 13:30 - loss: 427.3280 - logits_profile_predictions_loss: 416.5534 - logcount_predictions_loss: 0.3932 37/2692 [..............................] - ETA: 13:29 - loss: 427.3452 - logits_profile_predictions_loss: 416.5538 - logcount_predictions_loss: 0.3938 38/2692 [..............................] - ETA: 13:29 - loss: 427.3600 - logits_profile_predictions_loss: 416.5496 - logcount_predictions_loss: 0.3945 39/2692 [..............................] - ETA: 13:29 - loss: 427.3745 - logits_profile_predictions_loss: 416.5440 - logcount_predictions_loss: 0.3953 40/2692 [..............................] - ETA: 13:29 - loss: 427.4117 - logits_profile_predictions_loss: 416.5627 - logcount_predictions_loss: 0.3959 41/2692 [..............................] - ETA: 13:28 - loss: 427.4786 - logits_profile_predictions_loss: 416.6128 - logcount_predictions_loss: 0.3966 42/2692 [..............................] - ETA: 13:28 - loss: 427.5215 - logits_profile_predictions_loss: 416.6384 - logcount_predictions_loss: 0.3972 43/2692 [..............................] - ETA: 13:28 - loss: 427.5959 - logits_profile_predictions_loss: 416.6963 - logcount_predictions_loss: 0.3978 44/2692 [..............................] - ETA: 13:27 - loss: 427.6630 - logits_profile_predictions_loss: 416.7474 - logcount_predictions_loss: 0.3984 45/2692 [..............................] - ETA: 13:27 - loss: 427.7447 - logits_profile_predictions_loss: 416.8142 - logcount_predictions_loss: 0.3989 46/2692 [..............................] - ETA: 13:27 - loss: 427.8119 - logits_profile_predictions_loss: 416.8647 - logcount_predictions_loss: 0.3995 47/2692 [..............................] - ETA: 13:27 - loss: 427.8885 - logits_profile_predictions_loss: 416.9239 - logcount_predictions_loss: 0.4002 48/2692 [..............................] - ETA: 13:26 - loss: 427.9768 - logits_profile_predictions_loss: 416.9943 - logcount_predictions_loss: 0.4008 49/2692 [..............................] - ETA: 13:26 - loss: 428.0781 - logits_profile_predictions_loss: 417.0789 - logcount_predictions_loss: 0.4014 50/2692 [..............................] - ETA: 13:26 - loss: 428.1866 - 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[==>...........................] - ETA: 12:13 - loss: 433.0290 - logits_profile_predictions_loss: 421.0848 - logcount_predictions_loss: 0.4359 305/2692 [==>...........................] - ETA: 12:12 - loss: 433.0322 - logits_profile_predictions_loss: 421.0877 - logcount_predictions_loss: 0.4359 306/2692 [==>...........................] - ETA: 12:12 - loss: 433.0353 - logits_profile_predictions_loss: 421.0902 - logcount_predictions_loss: 0.4359 307/2692 [==>...........................] - ETA: 12:12 - loss: 433.0375 - logits_profile_predictions_loss: 421.0921 - logcount_predictions_loss: 0.4360 308/2692 [==>...........................] - ETA: 12:12 - loss: 433.0389 - logits_profile_predictions_loss: 421.0931 - logcount_predictions_loss: 0.4360 309/2692 [==>...........................] - ETA: 12:11 - loss: 433.0404 - logits_profile_predictions_loss: 421.0942 - logcount_predictions_loss: 0.4360 310/2692 [==>...........................] - ETA: 12:11 - loss: 433.0424 - 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logits_profile_predictions_loss: 421.1162 - logcount_predictions_loss: 0.4362 324/2692 [==>...........................] - ETA: 12:07 - loss: 433.0699 - logits_profile_predictions_loss: 421.1177 - logcount_predictions_loss: 0.4362 325/2692 [==>...........................] - ETA: 12:07 - loss: 433.0723 - logits_profile_predictions_loss: 421.1196 - logcount_predictions_loss: 0.4362 326/2692 [==>...........................] - ETA: 12:06 - loss: 433.0750 - logits_profile_predictions_loss: 421.1219 - logcount_predictions_loss: 0.4362 327/2692 [==>...........................] - ETA: 12:06 - loss: 433.0777 - logits_profile_predictions_loss: 421.1241 - logcount_predictions_loss: 0.4363 328/2692 [==>...........................] - ETA: 12:06 - loss: 433.0801 - logits_profile_predictions_loss: 421.1260 - logcount_predictions_loss: 0.4363 329/2692 [==>...........................] - ETA: 12:05 - loss: 433.0825 - logits_profile_predictions_loss: 421.1280 - logcount_predictions_loss: 0.4363 330/2692 [==>...........................] - ETA: 12:05 - loss: 433.0851 - logits_profile_predictions_loss: 421.1302 - logcount_predictions_loss: 0.4363 331/2692 [==>...........................] - ETA: 12:05 - loss: 433.0875 - logits_profile_predictions_loss: 421.1322 - logcount_predictions_loss: 0.4363 332/2692 [==>...........................] - ETA: 12:04 - loss: 433.0899 - logits_profile_predictions_loss: 421.1341 - logcount_predictions_loss: 0.4363 333/2692 [==>...........................] - ETA: 12:04 - loss: 433.0917 - logits_profile_predictions_loss: 421.1355 - logcount_predictions_loss: 0.4364 334/2692 [==>...........................] - ETA: 12:04 - loss: 433.0938 - logits_profile_predictions_loss: 421.1372 - logcount_predictions_loss: 0.4364 335/2692 [==>...........................] - ETA: 12:04 - loss: 433.0962 - logits_profile_predictions_loss: 421.1391 - logcount_predictions_loss: 0.4364 336/2692 [==>...........................] - ETA: 12:03 - loss: 433.0986 - logits_profile_predictions_loss: 421.1411 - logcount_predictions_loss: 0.4364 337/2692 [==>...........................] - ETA: 12:03 - loss: 433.1010 - logits_profile_predictions_loss: 421.1430 - logcount_predictions_loss: 0.4364 338/2692 [==>...........................] - ETA: 12:03 - loss: 433.1035 - logits_profile_predictions_loss: 421.1450 - logcount_predictions_loss: 0.4364 339/2692 [==>...........................] - ETA: 12:02 - loss: 433.1060 - logits_profile_predictions_loss: 421.1472 - logcount_predictions_loss: 0.4365 340/2692 [==>...........................] - ETA: 12:02 - loss: 433.1089 - logits_profile_predictions_loss: 421.1496 - logcount_predictions_loss: 0.4365 341/2692 [==>...........................] - ETA: 12:02 - loss: 433.1118 - logits_profile_predictions_loss: 421.1521 - logcount_predictions_loss: 0.4365 342/2692 [==>...........................] - ETA: 12:01 - loss: 433.1145 - logits_profile_predictions_loss: 421.1544 - logcount_predictions_loss: 0.4365 343/2692 [==>...........................] - ETA: 12:01 - loss: 433.1177 - logits_profile_predictions_loss: 421.1573 - logcount_predictions_loss: 0.4365 344/2692 [==>...........................] - ETA: 12:01 - loss: 433.1212 - logits_profile_predictions_loss: 421.1604 - logcount_predictions_loss: 0.4365 345/2692 [==>...........................] - ETA: 12:01 - loss: 433.1243 - logits_profile_predictions_loss: 421.1630 - logcount_predictions_loss: 0.4365 346/2692 [==>...........................] - ETA: 12:00 - loss: 433.1279 - logits_profile_predictions_loss: 421.1663 - logcount_predictions_loss: 0.4366 347/2692 [==>...........................] - ETA: 12:00 - loss: 433.1312 - logits_profile_predictions_loss: 421.1692 - logcount_predictions_loss: 0.4366 348/2692 [==>...........................] - ETA: 12:00 - loss: 433.1345 - logits_profile_predictions_loss: 421.1720 - logcount_predictions_loss: 0.4366 349/2692 [==>...........................] - ETA: 11:59 - loss: 433.1369 - logits_profile_predictions_loss: 421.1741 - logcount_predictions_loss: 0.4366 350/2692 [==>...........................] - ETA: 11:59 - loss: 433.1394 - logits_profile_predictions_loss: 421.1761 - logcount_predictions_loss: 0.4366 351/2692 [==>...........................] - ETA: 11:59 - loss: 433.1424 - logits_profile_predictions_loss: 421.1787 - logcount_predictions_loss: 0.4366 352/2692 [==>...........................] - ETA: 11:58 - loss: 433.1461 - logits_profile_predictions_loss: 421.1819 - logcount_predictions_loss: 0.4366 353/2692 [==>...........................] - ETA: 11:58 - loss: 433.1498 - logits_profile_predictions_loss: 421.1852 - logcount_predictions_loss: 0.4367 354/2692 [==>...........................] - ETA: 11:58 - loss: 433.1532 - logits_profile_predictions_loss: 421.1881 - logcount_predictions_loss: 0.4367 355/2692 [==>...........................] - ETA: 11:58 - loss: 433.1564 - logits_profile_predictions_loss: 421.1908 - logcount_predictions_loss: 0.4367 356/2692 [==>...........................] - ETA: 11:57 - loss: 433.1596 - logits_profile_predictions_loss: 421.1936 - logcount_predictions_loss: 0.4367 357/2692 [==>...........................] - ETA: 11:57 - loss: 433.1630 - logits_profile_predictions_loss: 421.1966 - logcount_predictions_loss: 0.4367 358/2692 [==>...........................] - ETA: 11:57 - loss: 433.1660 - logits_profile_predictions_loss: 421.1992 - logcount_predictions_loss: 0.4367 359/2692 [===>..........................] - ETA: 11:56 - loss: 433.1688 - logits_profile_predictions_loss: 421.2015 - logcount_predictions_loss: 0.4368 360/2692 [===>..........................] - ETA: 11:56 - loss: 433.1721 - logits_profile_predictions_loss: 421.2045 - logcount_predictions_loss: 0.4368 361/2692 [===>..........................] - ETA: 11:56 - loss: 433.1761 - logits_profile_predictions_loss: 421.2080 - logcount_predictions_loss: 0.4368 362/2692 [===>..........................] - ETA: 11:55 - loss: 433.1803 - logits_profile_predictions_loss: 421.2119 - logcount_predictions_loss: 0.4368 363/2692 [===>..........................] - ETA: 11:55 - loss: 433.1848 - logits_profile_predictions_loss: 421.2160 - logcount_predictions_loss: 0.4368 364/2692 [===>..........................] - ETA: 11:55 - loss: 433.1893 - logits_profile_predictions_loss: 421.2202 - logcount_predictions_loss: 0.4368 365/2692 [===>..........................] - ETA: 11:55 - loss: 433.1938 - logits_profile_predictions_loss: 421.2243 - logcount_predictions_loss: 0.4368 366/2692 [===>..........................] - ETA: 11:54 - loss: 433.1986 - logits_profile_predictions_loss: 421.2287 - logcount_predictions_loss: 0.4369 367/2692 [===>..........................] - ETA: 11:54 - loss: 433.2038 - logits_profile_predictions_loss: 421.2335 - logcount_predictions_loss: 0.4369 368/2692 [===>..........................] - ETA: 11:54 - loss: 433.2089 - logits_profile_predictions_loss: 421.2382 - logcount_predictions_loss: 0.4369 369/2692 [===>..........................] - ETA: 11:53 - loss: 433.2140 - logits_profile_predictions_loss: 421.2430 - logcount_predictions_loss: 0.4369 370/2692 [===>..........................] - ETA: 11:53 - loss: 433.2194 - logits_profile_predictions_loss: 421.2480 - logcount_predictions_loss: 0.4369 371/2692 [===>..........................] - ETA: 11:53 - loss: 433.2249 - logits_profile_predictions_loss: 421.2532 - logcount_predictions_loss: 0.4369 372/2692 [===>..........................] - ETA: 11:52 - loss: 433.2304 - logits_profile_predictions_loss: 421.2583 - logcount_predictions_loss: 0.4369 373/2692 [===>..........................] - ETA: 11:52 - loss: 433.2356 - logits_profile_predictions_loss: 421.2632 - logcount_predictions_loss: 0.4369 374/2692 [===>..........................] - ETA: 11:52 - loss: 433.2407 - logits_profile_predictions_loss: 421.2678 - logcount_predictions_loss: 0.4370 375/2692 [===>..........................] - ETA: 11:52 - loss: 433.2455 - logits_profile_predictions_loss: 421.2723 - logcount_predictions_loss: 0.4370 376/2692 [===>..........................] - ETA: 11:51 - loss: 433.2500 - logits_profile_predictions_loss: 421.2766 - logcount_predictions_loss: 0.4370 377/2692 [===>..........................] - ETA: 11:51 - loss: 433.2547 - logits_profile_predictions_loss: 421.2808 - logcount_predictions_loss: 0.4370 378/2692 [===>..........................] - ETA: 11:51 - loss: 433.2591 - logits_profile_predictions_loss: 421.2848 - logcount_predictions_loss: 0.4370 379/2692 [===>..........................] - ETA: 11:50 - loss: 433.2634 - logits_profile_predictions_loss: 421.2887 - logcount_predictions_loss: 0.4370 380/2692 [===>..........................] - ETA: 11:50 - loss: 433.2683 - logits_profile_predictions_loss: 421.2932 - logcount_predictions_loss: 0.4370 381/2692 [===>..........................] - ETA: 11:50 - loss: 433.2727 - logits_profile_predictions_loss: 421.2973 - logcount_predictions_loss: 0.4371 382/2692 [===>..........................] - ETA: 11:49 - loss: 433.2770 - logits_profile_predictions_loss: 421.3012 - logcount_predictions_loss: 0.4371 383/2692 [===>..........................] - ETA: 11:49 - loss: 433.2810 - logits_profile_predictions_loss: 421.3048 - logcount_predictions_loss: 0.4371 384/2692 [===>..........................] - ETA: 11:49 - loss: 433.2851 - logits_profile_predictions_loss: 421.3085 - logcount_predictions_loss: 0.4371 385/2692 [===>..........................] - ETA: 11:49 - loss: 433.2889 - logits_profile_predictions_loss: 421.3120 - logcount_predictions_loss: 0.4371 386/2692 [===>..........................] - ETA: 11:48 - loss: 433.2928 - logits_profile_predictions_loss: 421.3155 - logcount_predictions_loss: 0.4371 387/2692 [===>..........................] - ETA: 11:48 - loss: 433.2966 - logits_profile_predictions_loss: 421.3189 - logcount_predictions_loss: 0.4371 388/2692 [===>..........................] - ETA: 11:48 - loss: 433.3001 - logits_profile_predictions_loss: 421.3220 - logcount_predictions_loss: 0.4372 389/2692 [===>..........................] - ETA: 11:47 - loss: 433.3037 - logits_profile_predictions_loss: 421.3252 - logcount_predictions_loss: 0.4372 390/2692 [===>..........................] - ETA: 11:47 - loss: 433.3072 - logits_profile_predictions_loss: 421.3283 - logcount_predictions_loss: 0.4372 391/2692 [===>..........................] - ETA: 11:47 - loss: 433.3108 - logits_profile_predictions_loss: 421.3315 - logcount_predictions_loss: 0.4372 392/2692 [===>..........................] - ETA: 11:46 - loss: 433.3145 - logits_profile_predictions_loss: 421.3348 - logcount_predictions_loss: 0.4372 393/2692 [===>..........................] - ETA: 11:46 - loss: 433.3183 - logits_profile_predictions_loss: 421.3381 - logcount_predictions_loss: 0.4372 394/2692 [===>..........................] - ETA: 11:46 - loss: 433.3217 - logits_profile_predictions_loss: 421.3411 - logcount_predictions_loss: 0.4372 395/2692 [===>..........................] - ETA: 11:46 - loss: 433.3250 - logits_profile_predictions_loss: 421.3439 - logcount_predictions_loss: 0.4373 396/2692 [===>..........................] - ETA: 11:45 - loss: 433.3280 - logits_profile_predictions_loss: 421.3465 - logcount_predictions_loss: 0.4373 397/2692 [===>..........................] - ETA: 11:45 - loss: 433.3304 - logits_profile_predictions_loss: 421.3486 - logcount_predictions_loss: 0.4373 398/2692 [===>..........................] - ETA: 11:45 - loss: 433.3327 - logits_profile_predictions_loss: 421.3504 - logcount_predictions_loss: 0.4373 399/2692 [===>..........................] - ETA: 11:44 - loss: 433.3345 - logits_profile_predictions_loss: 421.3519 - logcount_predictions_loss: 0.4373 400/2692 [===>..........................] - ETA: 11:44 - loss: 433.3366 - logits_profile_predictions_loss: 421.3535 - logcount_predictions_loss: 0.4373 401/2692 [===>..........................] - ETA: 11:44 - loss: 433.3387 - logits_profile_predictions_loss: 421.3553 - logcount_predictions_loss: 0.4373 402/2692 [===>..........................] - ETA: 11:43 - loss: 433.3407 - logits_profile_predictions_loss: 421.3569 - logcount_predictions_loss: 0.4374 403/2692 [===>..........................] - ETA: 11:43 - loss: 433.3428 - logits_profile_predictions_loss: 421.3586 - logcount_predictions_loss: 0.4374 404/2692 [===>..........................] - ETA: 11:43 - loss: 433.3445 - logits_profile_predictions_loss: 421.3599 - logcount_predictions_loss: 0.4374 405/2692 [===>..........................] - ETA: 11:43 - loss: 433.3456 - logits_profile_predictions_loss: 421.3608 - logcount_predictions_loss: 0.4374 406/2692 [===>..........................] - ETA: 11:42 - loss: 433.3467 - logits_profile_predictions_loss: 421.3614 - logcount_predictions_loss: 0.4374 407/2692 [===>..........................] - ETA: 11:42 - loss: 433.3480 - logits_profile_predictions_loss: 421.3623 - logcount_predictions_loss: 0.4374 408/2692 [===>..........................] - ETA: 11:42 - loss: 433.3491 - logits_profile_predictions_loss: 421.3630 - logcount_predictions_loss: 0.4374 409/2692 [===>..........................] - ETA: 11:41 - loss: 433.3503 - logits_profile_predictions_loss: 421.3637 - logcount_predictions_loss: 0.4375 410/2692 [===>..........................] - ETA: 11:41 - loss: 433.3518 - logits_profile_predictions_loss: 421.3648 - logcount_predictions_loss: 0.4375 411/2692 [===>..........................] - ETA: 11:41 - loss: 433.3531 - logits_profile_predictions_loss: 421.3657 - logcount_predictions_loss: 0.4375 412/2692 [===>..........................] - ETA: 11:40 - loss: 433.3543 - logits_profile_predictions_loss: 421.3665 - logcount_predictions_loss: 0.4375 413/2692 [===>..........................] - ETA: 11:40 - loss: 433.3553 - logits_profile_predictions_loss: 421.3672 - logcount_predictions_loss: 0.4375 414/2692 [===>..........................] - ETA: 11:40 - loss: 433.3567 - logits_profile_predictions_loss: 421.3683 - logcount_predictions_loss: 0.4375 415/2692 [===>..........................] - ETA: 11:40 - loss: 433.3583 - logits_profile_predictions_loss: 421.3695 - logcount_predictions_loss: 0.4375 416/2692 [===>..........................] - ETA: 11:39 - loss: 433.3601 - logits_profile_predictions_loss: 421.3710 - logcount_predictions_loss: 0.4376 417/2692 [===>..........................] - ETA: 11:39 - loss: 433.3621 - logits_profile_predictions_loss: 421.3727 - logcount_predictions_loss: 0.4376 418/2692 [===>..........................] - ETA: 11:39 - loss: 433.3641 - logits_profile_predictions_loss: 421.3743 - logcount_predictions_loss: 0.4376 419/2692 [===>..........................] - ETA: 11:38 - loss: 433.3661 - logits_profile_predictions_loss: 421.3760 - logcount_predictions_loss: 0.4376 420/2692 [===>..........................] - ETA: 11:38 - loss: 433.3682 - logits_profile_predictions_loss: 421.3778 - logcount_predictions_loss: 0.4376 421/2692 [===>..........................] - ETA: 11:38 - loss: 433.3705 - logits_profile_predictions_loss: 421.3798 - logcount_predictions_loss: 0.4376 422/2692 [===>..........................] - ETA: 11:37 - loss: 433.3725 - logits_profile_predictions_loss: 421.3814 - logcount_predictions_loss: 0.4376 423/2692 [===>..........................] - ETA: 11:37 - loss: 433.3743 - logits_profile_predictions_loss: 421.3830 - logcount_predictions_loss: 0.4376 424/2692 [===>..........................] - ETA: 11:37 - loss: 433.3759 - logits_profile_predictions_loss: 421.3843 - logcount_predictions_loss: 0.4376 425/2692 [===>..........................] - ETA: 11:37 - loss: 433.3775 - logits_profile_predictions_loss: 421.3856 - logcount_predictions_loss: 0.4377 426/2692 [===>..........................] - ETA: 11:36 - loss: 433.3791 - logits_profile_predictions_loss: 421.3869 - logcount_predictions_loss: 0.4377 427/2692 [===>..........................] - ETA: 11:36 - loss: 433.3808 - logits_profile_predictions_loss: 421.3883 - logcount_predictions_loss: 0.4377 428/2692 [===>..........................] - ETA: 11:36 - loss: 433.3825 - logits_profile_predictions_loss: 421.3897 - logcount_predictions_loss: 0.4377 429/2692 [===>..........................] - ETA: 11:35 - loss: 433.3839 - logits_profile_predictions_loss: 421.3908 - logcount_predictions_loss: 0.4377 430/2692 [===>..........................] - ETA: 11:35 - loss: 433.3853 - logits_profile_predictions_loss: 421.3920 - logcount_predictions_loss: 0.4377 431/2692 [===>..........................] - ETA: 11:35 - loss: 433.3871 - logits_profile_predictions_loss: 421.3935 - logcount_predictions_loss: 0.4377 432/2692 [===>..........................] - ETA: 11:34 - loss: 433.3890 - logits_profile_predictions_loss: 421.3951 - logcount_predictions_loss: 0.4377 433/2692 [===>..........................] - ETA: 11:34 - loss: 433.3913 - logits_profile_predictions_loss: 421.3972 - logcount_predictions_loss: 0.4377 434/2692 [===>..........................] - ETA: 11:34 - loss: 433.3936 - logits_profile_predictions_loss: 421.3992 - logcount_predictions_loss: 0.4378 435/2692 [===>..........................] - ETA: 11:33 - loss: 433.3959 - logits_profile_predictions_loss: 421.4011 - logcount_predictions_loss: 0.4378 436/2692 [===>..........................] - ETA: 11:33 - loss: 433.3982 - logits_profile_predictions_loss: 421.4031 - logcount_predictions_loss: 0.4378 437/2692 [===>..........................] - ETA: 11:33 - loss: 433.4008 - logits_profile_predictions_loss: 421.4053 - logcount_predictions_loss: 0.4378 438/2692 [===>..........................] - ETA: 11:33 - loss: 433.4033 - logits_profile_predictions_loss: 421.4075 - logcount_predictions_loss: 0.4378 439/2692 [===>..........................] - ETA: 11:32 - loss: 433.4062 - logits_profile_predictions_loss: 421.4100 - logcount_predictions_loss: 0.4378 440/2692 [===>..........................] - ETA: 11:32 - loss: 433.4088 - logits_profile_predictions_loss: 421.4122 - logcount_predictions_loss: 0.4378 441/2692 [===>..........................] - ETA: 11:32 - loss: 433.4113 - logits_profile_predictions_loss: 421.4143 - logcount_predictions_loss: 0.4378 442/2692 [===>..........................] - ETA: 11:31 - loss: 433.4136 - logits_profile_predictions_loss: 421.4163 - logcount_predictions_loss: 0.4379 443/2692 [===>..........................] - ETA: 11:31 - loss: 433.4161 - logits_profile_predictions_loss: 421.4184 - logcount_predictions_loss: 0.4379 444/2692 [===>..........................] - ETA: 11:31 - loss: 433.4184 - logits_profile_predictions_loss: 421.4204 - logcount_predictions_loss: 0.4379 445/2692 [===>..........................] - ETA: 11:30 - loss: 433.4208 - logits_profile_predictions_loss: 421.4224 - logcount_predictions_loss: 0.4379 446/2692 [===>..........................] - ETA: 11:30 - loss: 433.4232 - logits_profile_predictions_loss: 421.4244 - logcount_predictions_loss: 0.4379 447/2692 [===>..........................] - ETA: 11:30 - loss: 433.4257 - logits_profile_predictions_loss: 421.4265 - logcount_predictions_loss: 0.4379 448/2692 [===>..........................] - ETA: 11:30 - loss: 433.4282 - logits_profile_predictions_loss: 421.4287 - logcount_predictions_loss: 0.4379 449/2692 [====>.........................] - ETA: 11:29 - loss: 433.4308 - logits_profile_predictions_loss: 421.4309 - logcount_predictions_loss: 0.4379 450/2692 [====>.........................] - ETA: 11:29 - loss: 433.4335 - logits_profile_predictions_loss: 421.4332 - logcount_predictions_loss: 0.4380 451/2692 [====>.........................] - ETA: 11:29 - loss: 433.4359 - logits_profile_predictions_loss: 421.4352 - logcount_predictions_loss: 0.4380 452/2692 [====>.........................] - ETA: 11:28 - loss: 433.4382 - logits_profile_predictions_loss: 421.4373 - logcount_predictions_loss: 0.4380 453/2692 [====>.........................] - ETA: 11:28 - loss: 433.4404 - logits_profile_predictions_loss: 421.4391 - logcount_predictions_loss: 0.4380 454/2692 [====>.........................] - ETA: 11:28 - loss: 433.4425 - logits_profile_predictions_loss: 421.4408 - logcount_predictions_loss: 0.4380 455/2692 [====>.........................] - ETA: 11:27 - loss: 433.4444 - logits_profile_predictions_loss: 421.4423 - logcount_predictions_loss: 0.4380 456/2692 [====>.........................] - ETA: 11:27 - loss: 433.4462 - logits_profile_predictions_loss: 421.4437 - logcount_predictions_loss: 0.4380 457/2692 [====>.........................] - ETA: 11:27 - loss: 433.4481 - logits_profile_predictions_loss: 421.4453 - logcount_predictions_loss: 0.4381 458/2692 [====>.........................] - ETA: 11:26 - loss: 433.4501 - logits_profile_predictions_loss: 421.4470 - logcount_predictions_loss: 0.4381 459/2692 [====>.........................] - ETA: 11:26 - loss: 433.4520 - logits_profile_predictions_loss: 421.4485 - logcount_predictions_loss: 0.4381 460/2692 [====>.........................] - ETA: 11:26 - loss: 433.4539 - logits_profile_predictions_loss: 421.4500 - logcount_predictions_loss: 0.4381 461/2692 [====>.........................] - ETA: 11:26 - loss: 433.4558 - logits_profile_predictions_loss: 421.4517 - logcount_predictions_loss: 0.4381 462/2692 [====>.........................] - ETA: 11:25 - loss: 433.4575 - logits_profile_predictions_loss: 421.4531 - logcount_predictions_loss: 0.4381 463/2692 [====>.........................] - ETA: 11:25 - loss: 433.4590 - logits_profile_predictions_loss: 421.4542 - logcount_predictions_loss: 0.4381 464/2692 [====>.........................] - ETA: 11:25 - loss: 433.4606 - logits_profile_predictions_loss: 421.4555 - logcount_predictions_loss: 0.4381 465/2692 [====>.........................] - ETA: 11:24 - loss: 433.4620 - logits_profile_predictions_loss: 421.4565 - logcount_predictions_loss: 0.4382 466/2692 [====>.........................] - ETA: 11:24 - loss: 433.4636 - logits_profile_predictions_loss: 421.4579 - logcount_predictions_loss: 0.4382 467/2692 [====>.........................] - ETA: 11:24 - loss: 433.4653 - logits_profile_predictions_loss: 421.4592 - logcount_predictions_loss: 0.4382 468/2692 [====>.........................] - ETA: 11:23 - loss: 433.4668 - logits_profile_predictions_loss: 421.4604 - logcount_predictions_loss: 0.4382 469/2692 [====>.........................] - ETA: 11:23 - loss: 433.4685 - logits_profile_predictions_loss: 421.4618 - logcount_predictions_loss: 0.4382 470/2692 [====>.........................] - ETA: 11:23 - loss: 433.4705 - logits_profile_predictions_loss: 421.4635 - logcount_predictions_loss: 0.4382 471/2692 [====>.........................] - ETA: 11:23 - loss: 433.4725 - logits_profile_predictions_loss: 421.4653 - logcount_predictions_loss: 0.4382 472/2692 [====>.........................] - ETA: 11:22 - loss: 433.4745 - logits_profile_predictions_loss: 421.4670 - logcount_predictions_loss: 0.4382 473/2692 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[============================>.] - ETA: 0s - loss: 435.4426 - logits_profile_predictions_loss: 423.2606 - logcount_predictions_loss: 0.4446 2692/2692 [==============================] - ETA: 0s - loss: 435.4431 - logits_profile_predictions_loss: 423.2611 - logcount_predictions_loss: 0.4446 2692/2692 [==============================] - 864s 321ms/step - loss: 435.4437 - logits_profile_predictions_loss: 423.2616 - logcount_predictions_loss: 0.4446 - val_loss: 524.1504 - val_logits_profile_predictions_loss: 495.1302 - val_logcount_predictions_loss: 1.0591 Epoch 00014: val_loss did not improve from 517.58850 Epoch 15/50 1/2692 [..............................] - ETA: 14:02 - loss: 426.7173 - logits_profile_predictions_loss: 414.4769 - logcount_predictions_loss: 0.4467 2/2692 [..............................] - ETA: 13:38 - loss: 444.8321 - logits_profile_predictions_loss: 433.4787 - logcount_predictions_loss: 0.4144 3/2692 [..............................] - ETA: 13:38 - loss: 445.2643 - 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[..............................] - ETA: 13:38 - loss: 441.3084 - logits_profile_predictions_loss: 430.3562 - logcount_predictions_loss: 0.3997 11/2692 [..............................] - ETA: 13:38 - loss: 440.8990 - logits_profile_predictions_loss: 429.9592 - logcount_predictions_loss: 0.3993 12/2692 [..............................] - ETA: 13:38 - loss: 440.1727 - logits_profile_predictions_loss: 429.2507 - logcount_predictions_loss: 0.3986 13/2692 [..............................] - ETA: 13:38 - loss: 439.6709 - logits_profile_predictions_loss: 428.7562 - logcount_predictions_loss: 0.3983 14/2692 [..............................] - ETA: 13:38 - loss: 438.8461 - logits_profile_predictions_loss: 427.9444 - logcount_predictions_loss: 0.3979 15/2692 [..............................] - ETA: 13:37 - loss: 438.1997 - logits_profile_predictions_loss: 427.3214 - logcount_predictions_loss: 0.3970 16/2692 [..............................] - ETA: 13:37 - loss: 437.3862 - logits_profile_predictions_loss: 426.5318 - logcount_predictions_loss: 0.3961 17/2692 [..............................] - ETA: 13:37 - loss: 436.6952 - logits_profile_predictions_loss: 425.8563 - logcount_predictions_loss: 0.3956 18/2692 [..............................] - ETA: 13:37 - loss: 436.0930 - logits_profile_predictions_loss: 425.2759 - logcount_predictions_loss: 0.3948 19/2692 [..............................] - ETA: 13:36 - loss: 435.6117 - logits_profile_predictions_loss: 424.8112 - logcount_predictions_loss: 0.3942 20/2692 [..............................] - ETA: 13:36 - loss: 435.0976 - logits_profile_predictions_loss: 424.3105 - logcount_predictions_loss: 0.3937 21/2692 [..............................] - ETA: 13:36 - loss: 434.7416 - logits_profile_predictions_loss: 423.9622 - logcount_predictions_loss: 0.3934 22/2692 [..............................] - ETA: 13:36 - loss: 434.5101 - logits_profile_predictions_loss: 423.7376 - logcount_predictions_loss: 0.3932 23/2692 [..............................] - ETA: 13:35 - loss: 434.3665 - logits_profile_predictions_loss: 423.6013 - logcount_predictions_loss: 0.3929 24/2692 [..............................] - ETA: 13:35 - loss: 434.2808 - logits_profile_predictions_loss: 423.5221 - logcount_predictions_loss: 0.3927 25/2692 [..............................] - ETA: 13:35 - loss: 434.2109 - logits_profile_predictions_loss: 423.4573 - logcount_predictions_loss: 0.3925 26/2692 [..............................] - ETA: 13:35 - loss: 434.1150 - logits_profile_predictions_loss: 423.3679 - logcount_predictions_loss: 0.3922 27/2692 [..............................] - ETA: 13:35 - loss: 434.0717 - logits_profile_predictions_loss: 423.3298 - logcount_predictions_loss: 0.3920 28/2692 [..............................] - ETA: 13:34 - loss: 434.1103 - logits_profile_predictions_loss: 423.3776 - logcount_predictions_loss: 0.3917 29/2692 [..............................] - ETA: 13:34 - loss: 434.1840 - logits_profile_predictions_loss: 423.4628 - logcount_predictions_loss: 0.3913 30/2692 [..............................] - ETA: 13:34 - loss: 434.3463 - logits_profile_predictions_loss: 423.6373 - logcount_predictions_loss: 0.3908 31/2692 [..............................] - ETA: 13:33 - loss: 434.5071 - logits_profile_predictions_loss: 423.8068 - logcount_predictions_loss: 0.3905 32/2692 [..............................] - ETA: 13:33 - loss: 434.6466 - logits_profile_predictions_loss: 423.9529 - logcount_predictions_loss: 0.3903 33/2692 [..............................] - ETA: 13:33 - loss: 434.8037 - logits_profile_predictions_loss: 424.1162 - logcount_predictions_loss: 0.3901 34/2692 [..............................] - ETA: 13:33 - loss: 434.9423 - logits_profile_predictions_loss: 424.2620 - logcount_predictions_loss: 0.3898 35/2692 [..............................] - ETA: 13:32 - loss: 435.0777 - logits_profile_predictions_loss: 424.4029 - logcount_predictions_loss: 0.3896 36/2692 [..............................] - ETA: 13:32 - loss: 435.1606 - logits_profile_predictions_loss: 424.4902 - logcount_predictions_loss: 0.3894 37/2692 [..............................] - ETA: 13:32 - loss: 435.2129 - logits_profile_predictions_loss: 424.5477 - logcount_predictions_loss: 0.3892 38/2692 [..............................] - ETA: 13:32 - loss: 435.2775 - logits_profile_predictions_loss: 424.6188 - logcount_predictions_loss: 0.3890 39/2692 [..............................] - ETA: 13:31 - loss: 435.3573 - logits_profile_predictions_loss: 424.7042 - logcount_predictions_loss: 0.3888 40/2692 [..............................] - ETA: 13:31 - loss: 435.4245 - logits_profile_predictions_loss: 424.7760 - logcount_predictions_loss: 0.3886 41/2692 [..............................] - ETA: 13:31 - loss: 435.4710 - logits_profile_predictions_loss: 424.8234 - logcount_predictions_loss: 0.3886 42/2692 [..............................] - ETA: 13:30 - loss: 435.4983 - logits_profile_predictions_loss: 424.8497 - logcount_predictions_loss: 0.3886 43/2692 [..............................] - ETA: 13:30 - loss: 435.4721 - logits_profile_predictions_loss: 424.8241 - logcount_predictions_loss: 0.3886 44/2692 [..............................] - ETA: 13:30 - loss: 435.4527 - logits_profile_predictions_loss: 424.8022 - logcount_predictions_loss: 0.3887 45/2692 [..............................] - ETA: 13:30 - loss: 435.4408 - logits_profile_predictions_loss: 424.7883 - logcount_predictions_loss: 0.3888 46/2692 [..............................] - ETA: 13:29 - loss: 435.4324 - logits_profile_predictions_loss: 424.7788 - logcount_predictions_loss: 0.3888 47/2692 [..............................] - ETA: 13:29 - loss: 435.4046 - logits_profile_predictions_loss: 424.7485 - logcount_predictions_loss: 0.3889 48/2692 [..............................] - ETA: 13:29 - loss: 435.3835 - logits_profile_predictions_loss: 424.7238 - logcount_predictions_loss: 0.3890 49/2692 [..............................] - ETA: 13:29 - loss: 435.3399 - logits_profile_predictions_loss: 424.6781 - logcount_predictions_loss: 0.3891 50/2692 [..............................] - ETA: 13:28 - loss: 435.3160 - logits_profile_predictions_loss: 424.6515 - logcount_predictions_loss: 0.3892 51/2692 [..............................] - ETA: 13:28 - loss: 435.2864 - logits_profile_predictions_loss: 424.6191 - logcount_predictions_loss: 0.3893 52/2692 [..............................] - ETA: 13:28 - loss: 435.2610 - logits_profile_predictions_loss: 424.5914 - logcount_predictions_loss: 0.3894 53/2692 [..............................] - ETA: 13:27 - loss: 435.2243 - logits_profile_predictions_loss: 424.5531 - logcount_predictions_loss: 0.3895 54/2692 [..............................] - ETA: 13:27 - loss: 435.2013 - logits_profile_predictions_loss: 424.5286 - logcount_predictions_loss: 0.3895 55/2692 [..............................] - ETA: 13:27 - loss: 435.1818 - logits_profile_predictions_loss: 424.5080 - logcount_predictions_loss: 0.3896 56/2692 [..............................] - ETA: 13:27 - loss: 435.1660 - logits_profile_predictions_loss: 424.4911 - logcount_predictions_loss: 0.3896 57/2692 [..............................] - ETA: 13:27 - loss: 435.1622 - logits_profile_predictions_loss: 424.4858 - logcount_predictions_loss: 0.3897 58/2692 [..............................] - ETA: 13:26 - loss: 435.1427 - logits_profile_predictions_loss: 424.4655 - logcount_predictions_loss: 0.3897 59/2692 [..............................] - ETA: 13:26 - loss: 435.1232 - logits_profile_predictions_loss: 424.4457 - logcount_predictions_loss: 0.3897 60/2692 [..............................] - ETA: 13:26 - loss: 435.0713 - logits_profile_predictions_loss: 424.3939 - logcount_predictions_loss: 0.3897 61/2692 [..............................] - ETA: 13:25 - loss: 435.0104 - logits_profile_predictions_loss: 424.3339 - logcount_predictions_loss: 0.3897 62/2692 [..............................] - ETA: 13:25 - loss: 434.9646 - logits_profile_predictions_loss: 424.2893 - logcount_predictions_loss: 0.3896 63/2692 [..............................] - ETA: 13:25 - loss: 434.9179 - logits_profile_predictions_loss: 424.2439 - logcount_predictions_loss: 0.3896 64/2692 [..............................] - ETA: 13:25 - loss: 434.8801 - logits_profile_predictions_loss: 424.2058 - logcount_predictions_loss: 0.3896 65/2692 [..............................] - ETA: 13:24 - loss: 434.8401 - logits_profile_predictions_loss: 424.1662 - logcount_predictions_loss: 0.3896 66/2692 [..............................] - ETA: 13:24 - loss: 434.7940 - logits_profile_predictions_loss: 424.1209 - logcount_predictions_loss: 0.3895 67/2692 [..............................] - ETA: 13:24 - loss: 434.7560 - logits_profile_predictions_loss: 424.0846 - logcount_predictions_loss: 0.3895 68/2692 [..............................] - ETA: 13:24 - loss: 434.7190 - logits_profile_predictions_loss: 424.0495 - logcount_predictions_loss: 0.3894 69/2692 [..............................] - ETA: 13:23 - loss: 434.6933 - logits_profile_predictions_loss: 424.0262 - logcount_predictions_loss: 0.3893 70/2692 [..............................] - ETA: 13:23 - loss: 434.6635 - logits_profile_predictions_loss: 423.9979 - logcount_predictions_loss: 0.3893 71/2692 [..............................] - ETA: 13:23 - loss: 434.6380 - logits_profile_predictions_loss: 423.9743 - logcount_predictions_loss: 0.3892 72/2692 [..............................] - ETA: 13:23 - loss: 434.6264 - logits_profile_predictions_loss: 423.9639 - logcount_predictions_loss: 0.3891 73/2692 [..............................] - ETA: 13:22 - loss: 434.6185 - logits_profile_predictions_loss: 423.9567 - logcount_predictions_loss: 0.3891 74/2692 [..............................] - ETA: 13:22 - loss: 434.6049 - logits_profile_predictions_loss: 423.9440 - logcount_predictions_loss: 0.3891 75/2692 [..............................] - ETA: 13:22 - loss: 434.5961 - logits_profile_predictions_loss: 423.9357 - logcount_predictions_loss: 0.3891 76/2692 [..............................] - ETA: 13:22 - loss: 434.5908 - logits_profile_predictions_loss: 423.9302 - logcount_predictions_loss: 0.3891 77/2692 [..............................] - ETA: 13:22 - loss: 434.5895 - logits_profile_predictions_loss: 423.9285 - logcount_predictions_loss: 0.3891 78/2692 [..............................] - ETA: 13:21 - loss: 434.5917 - logits_profile_predictions_loss: 423.9302 - logcount_predictions_loss: 0.3891 79/2692 [..............................] - ETA: 13:21 - loss: 434.5943 - logits_profile_predictions_loss: 423.9320 - logcount_predictions_loss: 0.3891 80/2692 [..............................] - ETA: 13:21 - loss: 434.5894 - logits_profile_predictions_loss: 423.9258 - logcount_predictions_loss: 0.3892 81/2692 [..............................] - ETA: 13:20 - loss: 434.5800 - logits_profile_predictions_loss: 423.9152 - logcount_predictions_loss: 0.3892 82/2692 [..............................] - ETA: 13:20 - loss: 434.5669 - logits_profile_predictions_loss: 423.9004 - logcount_predictions_loss: 0.3893 83/2692 [..............................] - ETA: 13:20 - loss: 434.5500 - logits_profile_predictions_loss: 423.8814 - logcount_predictions_loss: 0.3894 84/2692 [..............................] - ETA: 13:20 - loss: 434.5418 - logits_profile_predictions_loss: 423.8714 - logcount_predictions_loss: 0.3894 85/2692 [..............................] - ETA: 13:19 - loss: 434.5323 - logits_profile_predictions_loss: 423.8596 - logcount_predictions_loss: 0.3895 86/2692 [..............................] - ETA: 13:19 - loss: 434.5264 - logits_profile_predictions_loss: 423.8520 - logcount_predictions_loss: 0.3896 87/2692 [..............................] - ETA: 13:19 - loss: 434.5289 - logits_profile_predictions_loss: 423.8528 - logcount_predictions_loss: 0.3896 88/2692 [..............................] - ETA: 13:19 - loss: 434.5254 - logits_profile_predictions_loss: 423.8477 - logcount_predictions_loss: 0.3897 89/2692 [..............................] - ETA: 13:18 - loss: 434.5249 - logits_profile_predictions_loss: 423.8455 - logcount_predictions_loss: 0.3898 90/2692 [>.............................] - ETA: 13:18 - loss: 434.5269 - logits_profile_predictions_loss: 423.8461 - logcount_predictions_loss: 0.3898 91/2692 [>.............................] - ETA: 13:18 - loss: 434.5274 - logits_profile_predictions_loss: 423.8447 - logcount_predictions_loss: 0.3899 92/2692 [>.............................] - ETA: 13:18 - loss: 434.5313 - logits_profile_predictions_loss: 423.8471 - logcount_predictions_loss: 0.3899 93/2692 [>.............................] - ETA: 13:17 - loss: 434.5352 - logits_profile_predictions_loss: 423.8486 - logcount_predictions_loss: 0.3900 94/2692 [>.............................] - ETA: 13:17 - loss: 434.5356 - logits_profile_predictions_loss: 423.8472 - logcount_predictions_loss: 0.3901 95/2692 [>.............................] - ETA: 13:17 - loss: 434.5239 - logits_profile_predictions_loss: 423.8338 - logcount_predictions_loss: 0.3901 96/2692 [>.............................] - ETA: 13:16 - loss: 434.5143 - logits_profile_predictions_loss: 423.8231 - logcount_predictions_loss: 0.3902 97/2692 [>.............................] - ETA: 13:16 - loss: 434.5005 - logits_profile_predictions_loss: 423.8084 - logcount_predictions_loss: 0.3902 98/2692 [>.............................] - ETA: 13:16 - loss: 434.4848 - logits_profile_predictions_loss: 423.7916 - logcount_predictions_loss: 0.3903 99/2692 [>.............................] - ETA: 13:16 - loss: 434.4709 - logits_profile_predictions_loss: 423.7772 - logcount_predictions_loss: 0.3903 100/2692 [>.............................] - ETA: 13:15 - loss: 434.4607 - logits_profile_predictions_loss: 423.7664 - logcount_predictions_loss: 0.3903 101/2692 [>.............................] - ETA: 13:15 - loss: 434.4526 - logits_profile_predictions_loss: 423.7577 - logcount_predictions_loss: 0.3903 102/2692 [>.............................] - ETA: 13:15 - loss: 434.4467 - logits_profile_predictions_loss: 423.7515 - logcount_predictions_loss: 0.3903 103/2692 [>.............................] - ETA: 13:15 - loss: 434.4380 - logits_profile_predictions_loss: 423.7426 - logcount_predictions_loss: 0.3903 104/2692 [>.............................] - ETA: 13:14 - loss: 434.4304 - logits_profile_predictions_loss: 423.7349 - logcount_predictions_loss: 0.3903 105/2692 [>.............................] - ETA: 13:14 - loss: 434.4257 - logits_profile_predictions_loss: 423.7304 - logcount_predictions_loss: 0.3903 106/2692 [>.............................] - ETA: 13:14 - loss: 434.4190 - logits_profile_predictions_loss: 423.7237 - logcount_predictions_loss: 0.3903 107/2692 [>.............................] - ETA: 13:13 - loss: 434.4106 - logits_profile_predictions_loss: 423.7155 - logcount_predictions_loss: 0.3903 108/2692 [>.............................] - ETA: 13:13 - loss: 434.4019 - logits_profile_predictions_loss: 423.7069 - logcount_predictions_loss: 0.3903 109/2692 [>.............................] - ETA: 13:13 - loss: 434.3926 - logits_profile_predictions_loss: 423.6979 - logcount_predictions_loss: 0.3903 110/2692 [>.............................] - ETA: 13:13 - loss: 434.3791 - logits_profile_predictions_loss: 423.6843 - logcount_predictions_loss: 0.3903 111/2692 [>.............................] - ETA: 13:12 - loss: 434.3646 - logits_profile_predictions_loss: 423.6699 - logcount_predictions_loss: 0.3903 112/2692 [>.............................] - ETA: 13:12 - loss: 434.3472 - logits_profile_predictions_loss: 423.6524 - logcount_predictions_loss: 0.3903 113/2692 [>.............................] - ETA: 13:12 - loss: 434.3311 - logits_profile_predictions_loss: 423.6359 - logcount_predictions_loss: 0.3903 114/2692 [>.............................] - ETA: 13:11 - loss: 434.3160 - logits_profile_predictions_loss: 423.6206 - logcount_predictions_loss: 0.3903 115/2692 [>.............................] - ETA: 13:11 - loss: 434.3012 - logits_profile_predictions_loss: 423.6059 - logcount_predictions_loss: 0.3903 116/2692 [>.............................] - ETA: 13:11 - loss: 434.2895 - logits_profile_predictions_loss: 423.5944 - logcount_predictions_loss: 0.3903 117/2692 [>.............................] - ETA: 13:11 - loss: 434.2805 - logits_profile_predictions_loss: 423.5859 - logcount_predictions_loss: 0.3903 118/2692 [>.............................] - ETA: 13:10 - loss: 434.2684 - logits_profile_predictions_loss: 423.5745 - logcount_predictions_loss: 0.3903 119/2692 [>.............................] - ETA: 13:10 - loss: 434.2549 - logits_profile_predictions_loss: 423.5617 - logcount_predictions_loss: 0.3903 120/2692 [>.............................] - ETA: 13:10 - loss: 434.2400 - logits_profile_predictions_loss: 423.5474 - logcount_predictions_loss: 0.3902 121/2692 [>.............................] - ETA: 13:10 - loss: 434.2281 - logits_profile_predictions_loss: 423.5363 - logcount_predictions_loss: 0.3902 122/2692 [>.............................] - ETA: 13:09 - loss: 434.2148 - logits_profile_predictions_loss: 423.5236 - logcount_predictions_loss: 0.3902 123/2692 [>.............................] - ETA: 13:09 - loss: 434.2067 - logits_profile_predictions_loss: 423.5162 - logcount_predictions_loss: 0.3902 124/2692 [>.............................] - ETA: 13:09 - loss: 434.2049 - logits_profile_predictions_loss: 423.5153 - logcount_predictions_loss: 0.3901 125/2692 [>.............................] - ETA: 13:08 - loss: 434.2008 - logits_profile_predictions_loss: 423.5124 - logcount_predictions_loss: 0.3901 126/2692 [>.............................] - ETA: 13:08 - loss: 434.1961 - logits_profile_predictions_loss: 423.5089 - logcount_predictions_loss: 0.3900 127/2692 [>.............................] - ETA: 13:08 - loss: 434.1927 - logits_profile_predictions_loss: 423.5064 - logcount_predictions_loss: 0.3900 128/2692 [>.............................] - ETA: 13:08 - loss: 434.1885 - logits_profile_predictions_loss: 423.5031 - logcount_predictions_loss: 0.3900 129/2692 [>.............................] - ETA: 13:07 - loss: 434.1806 - logits_profile_predictions_loss: 423.4960 - logcount_predictions_loss: 0.3899 130/2692 [>.............................] - ETA: 13:07 - loss: 434.1703 - logits_profile_predictions_loss: 423.4869 - logcount_predictions_loss: 0.3899 131/2692 [>.............................] - ETA: 13:07 - loss: 434.1599 - logits_profile_predictions_loss: 423.4775 - logcount_predictions_loss: 0.3899 132/2692 [>.............................] - ETA: 13:06 - loss: 434.1511 - logits_profile_predictions_loss: 423.4700 - logcount_predictions_loss: 0.3898 133/2692 [>.............................] - ETA: 13:06 - loss: 434.1395 - 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[====>.........................] - ETA: 11:19 - loss: 431.8819 - logits_profile_predictions_loss: 421.1072 - logcount_predictions_loss: 0.3932 492/2692 [====>.........................] - ETA: 11:19 - loss: 431.8811 - logits_profile_predictions_loss: 421.1059 - logcount_predictions_loss: 0.3933 493/2692 [====>.........................] - ETA: 11:19 - loss: 431.8806 - logits_profile_predictions_loss: 421.1050 - logcount_predictions_loss: 0.3933 494/2692 [====>.........................] - ETA: 11:19 - loss: 431.8802 - logits_profile_predictions_loss: 421.1042 - logcount_predictions_loss: 0.3933 495/2692 [====>.........................] - ETA: 11:18 - loss: 431.8799 - logits_profile_predictions_loss: 421.1034 - logcount_predictions_loss: 0.3933 496/2692 [====>.........................] - ETA: 11:18 - loss: 431.8798 - logits_profile_predictions_loss: 421.1029 - logcount_predictions_loss: 0.3933 497/2692 [====>.........................] - ETA: 11:18 - loss: 431.8795 - logits_profile_predictions_loss: 421.1022 - logcount_predictions_loss: 0.3933 498/2692 [====>.........................] - ETA: 11:17 - loss: 431.8791 - logits_profile_predictions_loss: 421.1014 - logcount_predictions_loss: 0.3933 499/2692 [====>.........................] - ETA: 11:17 - loss: 431.8785 - logits_profile_predictions_loss: 421.1005 - logcount_predictions_loss: 0.3934 500/2692 [====>.........................] - ETA: 11:17 - loss: 431.8780 - logits_profile_predictions_loss: 421.0995 - logcount_predictions_loss: 0.3934 501/2692 [====>.........................] - ETA: 11:16 - loss: 431.8777 - logits_profile_predictions_loss: 421.0988 - logcount_predictions_loss: 0.3934 502/2692 [====>.........................] - ETA: 11:16 - loss: 431.8773 - logits_profile_predictions_loss: 421.0980 - logcount_predictions_loss: 0.3934 503/2692 [====>.........................] - ETA: 11:16 - loss: 431.8769 - logits_profile_predictions_loss: 421.0973 - logcount_predictions_loss: 0.3934 504/2692 [====>.........................] - ETA: 11:15 - loss: 431.8766 - logits_profile_predictions_loss: 421.0966 - logcount_predictions_loss: 0.3934 505/2692 [====>.........................] - ETA: 11:15 - loss: 431.8764 - logits_profile_predictions_loss: 421.0960 - logcount_predictions_loss: 0.3934 506/2692 [====>.........................] - ETA: 11:15 - loss: 431.8759 - logits_profile_predictions_loss: 421.0951 - logcount_predictions_loss: 0.3935 507/2692 [====>.........................] - ETA: 11:15 - loss: 431.8754 - logits_profile_predictions_loss: 421.0942 - logcount_predictions_loss: 0.3935 508/2692 [====>.........................] - ETA: 11:14 - loss: 431.8750 - logits_profile_predictions_loss: 421.0935 - logcount_predictions_loss: 0.3935 509/2692 [====>.........................] - ETA: 11:14 - loss: 431.8747 - logits_profile_predictions_loss: 421.0928 - logcount_predictions_loss: 0.3935 510/2692 [====>.........................] - ETA: 11:14 - loss: 431.8742 - logits_profile_predictions_loss: 421.0919 - logcount_predictions_loss: 0.3935 511/2692 [====>.........................] - ETA: 11:13 - loss: 431.8739 - logits_profile_predictions_loss: 421.0912 - logcount_predictions_loss: 0.3935 512/2692 [====>.........................] - ETA: 11:13 - loss: 431.8736 - logits_profile_predictions_loss: 421.0905 - logcount_predictions_loss: 0.3935 513/2692 [====>.........................] - ETA: 11:13 - loss: 431.8733 - logits_profile_predictions_loss: 421.0899 - logcount_predictions_loss: 0.3936 514/2692 [====>.........................] - ETA: 11:12 - loss: 431.8731 - logits_profile_predictions_loss: 421.0893 - logcount_predictions_loss: 0.3936 515/2692 [====>.........................] - ETA: 11:12 - loss: 431.8729 - logits_profile_predictions_loss: 421.0887 - logcount_predictions_loss: 0.3936 516/2692 [====>.........................] - ETA: 11:12 - loss: 431.8728 - logits_profile_predictions_loss: 421.0882 - logcount_predictions_loss: 0.3936 517/2692 [====>.........................] - ETA: 11:11 - loss: 431.8728 - logits_profile_predictions_loss: 421.0878 - logcount_predictions_loss: 0.3936 518/2692 [====>.........................] - ETA: 11:11 - loss: 431.8723 - logits_profile_predictions_loss: 421.0870 - logcount_predictions_loss: 0.3936 519/2692 [====>.........................] - ETA: 11:11 - loss: 431.8718 - logits_profile_predictions_loss: 421.0862 - logcount_predictions_loss: 0.3936 520/2692 [====>.........................] - ETA: 11:11 - loss: 431.8713 - logits_profile_predictions_loss: 421.0854 - logcount_predictions_loss: 0.3936 521/2692 [====>.........................] - ETA: 11:10 - loss: 431.8707 - logits_profile_predictions_loss: 421.0844 - logcount_predictions_loss: 0.3937 522/2692 [====>.........................] - ETA: 11:10 - loss: 431.8701 - logits_profile_predictions_loss: 421.0836 - logcount_predictions_loss: 0.3937 523/2692 [====>.........................] - ETA: 11:10 - loss: 431.8699 - logits_profile_predictions_loss: 421.0831 - logcount_predictions_loss: 0.3937 524/2692 [====>.........................] - ETA: 11:09 - loss: 431.8697 - logits_profile_predictions_loss: 421.0826 - logcount_predictions_loss: 0.3937 525/2692 [====>.........................] - ETA: 11:09 - loss: 431.8694 - logits_profile_predictions_loss: 421.0819 - logcount_predictions_loss: 0.3937 526/2692 [====>.........................] - ETA: 11:09 - loss: 431.8690 - logits_profile_predictions_loss: 421.0812 - logcount_predictions_loss: 0.3937 527/2692 [====>.........................] - ETA: 11:08 - loss: 431.8687 - logits_profile_predictions_loss: 421.0806 - logcount_predictions_loss: 0.3937 528/2692 [====>.........................] - ETA: 11:08 - loss: 431.8683 - logits_profile_predictions_loss: 421.0800 - logcount_predictions_loss: 0.3937 529/2692 [====>.........................] - ETA: 11:08 - loss: 431.8681 - logits_profile_predictions_loss: 421.0795 - logcount_predictions_loss: 0.3937 530/2692 [====>.........................] - ETA: 11:08 - loss: 431.8682 - logits_profile_predictions_loss: 421.0793 - logcount_predictions_loss: 0.3938 531/2692 [====>.........................] - ETA: 11:07 - loss: 431.8684 - logits_profile_predictions_loss: 421.0793 - logcount_predictions_loss: 0.3938 532/2692 [====>.........................] - ETA: 11:07 - loss: 431.8684 - logits_profile_predictions_loss: 421.0790 - logcount_predictions_loss: 0.3938 533/2692 [====>.........................] - ETA: 11:07 - loss: 431.8683 - logits_profile_predictions_loss: 421.0787 - logcount_predictions_loss: 0.3938 534/2692 [====>.........................] - ETA: 11:06 - loss: 431.8684 - logits_profile_predictions_loss: 421.0786 - logcount_predictions_loss: 0.3938 535/2692 [====>.........................] - ETA: 11:06 - loss: 431.8685 - logits_profile_predictions_loss: 421.0784 - logcount_predictions_loss: 0.3938 536/2692 [====>.........................] - ETA: 11:06 - loss: 431.8685 - logits_profile_predictions_loss: 421.0782 - logcount_predictions_loss: 0.3938 537/2692 [====>.........................] - ETA: 11:05 - loss: 431.8685 - logits_profile_predictions_loss: 421.0780 - logcount_predictions_loss: 0.3938 538/2692 [====>.........................] - ETA: 11:05 - loss: 431.8684 - logits_profile_predictions_loss: 421.0776 - logcount_predictions_loss: 0.3938 539/2692 [=====>........................] - ETA: 11:05 - loss: 431.8682 - logits_profile_predictions_loss: 421.0772 - logcount_predictions_loss: 0.3938 540/2692 [=====>........................] - ETA: 11:04 - loss: 431.8679 - logits_profile_predictions_loss: 421.0767 - logcount_predictions_loss: 0.3938 541/2692 [=====>........................] - ETA: 11:04 - loss: 431.8677 - logits_profile_predictions_loss: 421.0763 - logcount_predictions_loss: 0.3938 542/2692 [=====>........................] - ETA: 11:04 - loss: 431.8675 - logits_profile_predictions_loss: 421.0758 - logcount_predictions_loss: 0.3939 543/2692 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[============================>.] - ETA: 17s - loss: 433.3102 - logits_profile_predictions_loss: 422.2769 - logcount_predictions_loss: 0.4027 2638/2692 [============================>.] - ETA: 16s - loss: 433.3106 - logits_profile_predictions_loss: 422.2772 - logcount_predictions_loss: 0.4027 2639/2692 [============================>.] - ETA: 16s - loss: 433.3110 - logits_profile_predictions_loss: 422.2776 - logcount_predictions_loss: 0.4027 2640/2692 [============================>.] - ETA: 16s - loss: 433.3114 - logits_profile_predictions_loss: 422.2779 - logcount_predictions_loss: 0.4027 2641/2692 [============================>.] - ETA: 15s - loss: 433.3117 - logits_profile_predictions_loss: 422.2783 - logcount_predictions_loss: 0.4027 2642/2692 [============================>.] - ETA: 15s - loss: 433.3121 - logits_profile_predictions_loss: 422.2786 - logcount_predictions_loss: 0.4027 2643/2692 [============================>.] - ETA: 15s - loss: 433.3125 - logits_profile_predictions_loss: 422.2789 - logcount_predictions_loss: 0.4027 2644/2692 [============================>.] - ETA: 14s - loss: 433.3129 - logits_profile_predictions_loss: 422.2792 - logcount_predictions_loss: 0.4027 2645/2692 [============================>.] - ETA: 14s - loss: 433.3133 - logits_profile_predictions_loss: 422.2796 - logcount_predictions_loss: 0.4027 2646/2692 [============================>.] - ETA: 14s - loss: 433.3137 - logits_profile_predictions_loss: 422.2799 - logcount_predictions_loss: 0.4027 2647/2692 [============================>.] - ETA: 13s - loss: 433.3140 - logits_profile_predictions_loss: 422.2802 - logcount_predictions_loss: 0.4027 2648/2692 [============================>.] - ETA: 13s - loss: 433.3144 - logits_profile_predictions_loss: 422.2805 - logcount_predictions_loss: 0.4027 2649/2692 [============================>.] - ETA: 13s - loss: 433.3148 - logits_profile_predictions_loss: 422.2808 - logcount_predictions_loss: 0.4027 2650/2692 [============================>.] - ETA: 13s - loss: 433.3151 - logits_profile_predictions_loss: 422.2811 - logcount_predictions_loss: 0.4027 2651/2692 [============================>.] - ETA: 12s - loss: 433.3155 - logits_profile_predictions_loss: 422.2814 - logcount_predictions_loss: 0.4027 2652/2692 [============================>.] - ETA: 12s - loss: 433.3159 - logits_profile_predictions_loss: 422.2817 - logcount_predictions_loss: 0.4027 2653/2692 [============================>.] - ETA: 12s - loss: 433.3162 - logits_profile_predictions_loss: 422.2821 - logcount_predictions_loss: 0.4027 2654/2692 [============================>.] - ETA: 11s - loss: 433.3166 - logits_profile_predictions_loss: 422.2824 - logcount_predictions_loss: 0.4027 2655/2692 [============================>.] - ETA: 11s - loss: 433.3170 - logits_profile_predictions_loss: 422.2827 - logcount_predictions_loss: 0.4027 2656/2692 [============================>.] - ETA: 11s - loss: 433.3173 - logits_profile_predictions_loss: 422.2830 - logcount_predictions_loss: 0.4027 2657/2692 [============================>.] - ETA: 10s - loss: 433.3177 - logits_profile_predictions_loss: 422.2833 - logcount_predictions_loss: 0.4027 2658/2692 [============================>.] - ETA: 10s - loss: 433.3181 - logits_profile_predictions_loss: 422.2836 - logcount_predictions_loss: 0.4027 2659/2692 [============================>.] - ETA: 10s - loss: 433.3184 - logits_profile_predictions_loss: 422.2839 - logcount_predictions_loss: 0.4027 2660/2692 [============================>.] - ETA: 9s - loss: 433.3188 - logits_profile_predictions_loss: 422.2843 - logcount_predictions_loss: 0.4027  2661/2692 [============================>.] - ETA: 9s - loss: 433.3192 - logits_profile_predictions_loss: 422.2846 - logcount_predictions_loss: 0.4027 2662/2692 [============================>.] - ETA: 9s - loss: 433.3195 - logits_profile_predictions_loss: 422.2849 - logcount_predictions_loss: 0.4027 2663/2692 [============================>.] - ETA: 8s - loss: 433.3199 - logits_profile_predictions_loss: 422.2852 - logcount_predictions_loss: 0.4027 2664/2692 [============================>.] - ETA: 8s - loss: 433.3202 - logits_profile_predictions_loss: 422.2855 - logcount_predictions_loss: 0.4027 2665/2692 [============================>.] - ETA: 8s - loss: 433.3206 - logits_profile_predictions_loss: 422.2857 - logcount_predictions_loss: 0.4027 2666/2692 [============================>.] - ETA: 8s - loss: 433.3209 - logits_profile_predictions_loss: 422.2860 - logcount_predictions_loss: 0.4027 2667/2692 [============================>.] - ETA: 7s - loss: 433.3213 - logits_profile_predictions_loss: 422.2863 - logcount_predictions_loss: 0.4027 2668/2692 [============================>.] - ETA: 7s - loss: 433.3216 - logits_profile_predictions_loss: 422.2866 - logcount_predictions_loss: 0.4027 2669/2692 [============================>.] - ETA: 7s - loss: 433.3220 - logits_profile_predictions_loss: 422.2869 - logcount_predictions_loss: 0.4027 2670/2692 [============================>.] - ETA: 6s - loss: 433.3223 - logits_profile_predictions_loss: 422.2872 - logcount_predictions_loss: 0.4027 2671/2692 [============================>.] - ETA: 6s - loss: 433.3227 - logits_profile_predictions_loss: 422.2875 - logcount_predictions_loss: 0.4028 2672/2692 [============================>.] - ETA: 6s - loss: 433.3230 - logits_profile_predictions_loss: 422.2878 - logcount_predictions_loss: 0.4028 2673/2692 [============================>.] - ETA: 5s - loss: 433.3234 - logits_profile_predictions_loss: 422.2881 - logcount_predictions_loss: 0.4028 2674/2692 [============================>.] - ETA: 5s - loss: 433.3237 - logits_profile_predictions_loss: 422.2884 - logcount_predictions_loss: 0.4028 2675/2692 [============================>.] - ETA: 5s - loss: 433.3241 - logits_profile_predictions_loss: 422.2887 - logcount_predictions_loss: 0.4028 2676/2692 [============================>.] - ETA: 4s - loss: 433.3244 - logits_profile_predictions_loss: 422.2890 - logcount_predictions_loss: 0.4028 2677/2692 [============================>.] - ETA: 4s - loss: 433.3247 - logits_profile_predictions_loss: 422.2892 - logcount_predictions_loss: 0.4028 2678/2692 [============================>.] - ETA: 4s - loss: 433.3251 - logits_profile_predictions_loss: 422.2895 - logcount_predictions_loss: 0.4028 2679/2692 [============================>.] - ETA: 4s - loss: 433.3254 - logits_profile_predictions_loss: 422.2898 - logcount_predictions_loss: 0.4028 2680/2692 [============================>.] - ETA: 3s - loss: 433.3257 - logits_profile_predictions_loss: 422.2901 - logcount_predictions_loss: 0.4028 2681/2692 [============================>.] - ETA: 3s - loss: 433.3261 - logits_profile_predictions_loss: 422.2904 - logcount_predictions_loss: 0.4028 2682/2692 [============================>.] - ETA: 3s - loss: 433.3264 - logits_profile_predictions_loss: 422.2906 - logcount_predictions_loss: 0.4028 2683/2692 [============================>.] - ETA: 2s - loss: 433.3267 - logits_profile_predictions_loss: 422.2909 - logcount_predictions_loss: 0.4028 2684/2692 [============================>.] - ETA: 2s - loss: 433.3271 - logits_profile_predictions_loss: 422.2912 - logcount_predictions_loss: 0.4028 2685/2692 [============================>.] - ETA: 2s - loss: 433.3274 - logits_profile_predictions_loss: 422.2915 - logcount_predictions_loss: 0.4028 2686/2692 [============================>.] - ETA: 1s - loss: 433.3278 - logits_profile_predictions_loss: 422.2918 - logcount_predictions_loss: 0.4028 2687/2692 [============================>.] - ETA: 1s - loss: 433.3281 - logits_profile_predictions_loss: 422.2921 - logcount_predictions_loss: 0.4028 2688/2692 [============================>.] - ETA: 1s - loss: 433.3284 - logits_profile_predictions_loss: 422.2923 - logcount_predictions_loss: 0.4028 2689/2692 [============================>.] - ETA: 0s - loss: 433.3288 - logits_profile_predictions_loss: 422.2926 - logcount_predictions_loss: 0.4028 2690/2692 [============================>.] - ETA: 0s - loss: 433.3291 - logits_profile_predictions_loss: 422.2929 - logcount_predictions_loss: 0.4028 2691/2692 [============================>.] - ETA: 0s - loss: 433.3294 - logits_profile_predictions_loss: 422.2932 - logcount_predictions_loss: 0.4028 2692/2692 [==============================] - ETA: 0s - loss: 433.3298 - logits_profile_predictions_loss: 422.2935 - logcount_predictions_loss: 0.4028 2692/2692 [==============================] - 868s 322ms/step - loss: 433.3301 - logits_profile_predictions_loss: 422.2938 - logcount_predictions_loss: 0.4028 - val_loss: 522.8049 - val_logits_profile_predictions_loss: 494.7434 - val_logcount_predictions_loss: 1.0241 Epoch 00015: val_loss did not improve from 517.58850 Epoch 16/50 1/2692 [..............................] - ETA: 14:13 - loss: 474.4099 - logits_profile_predictions_loss: 467.8565 - logcount_predictions_loss: 0.2392 2/2692 [..............................] - ETA: 13:38 - loss: 460.0768 - logits_profile_predictions_loss: 452.3959 - logcount_predictions_loss: 0.2803 3/2692 [..............................] - ETA: 13:38 - loss: 462.0153 - logits_profile_predictions_loss: 453.8039 - logcount_predictions_loss: 0.2997 4/2692 [..............................] - ETA: 13:38 - loss: 457.8550 - logits_profile_predictions_loss: 449.6222 - logcount_predictions_loss: 0.3005 5/2692 [..............................] - ETA: 13:38 - loss: 453.3292 - logits_profile_predictions_loss: 444.8644 - logcount_predictions_loss: 0.3089 6/2692 [..............................] - ETA: 13:38 - loss: 450.3444 - logits_profile_predictions_loss: 441.7761 - logcount_predictions_loss: 0.3127 7/2692 [..............................] - ETA: 13:38 - loss: 448.1687 - logits_profile_predictions_loss: 439.4432 - logcount_predictions_loss: 0.3185 8/2692 [..............................] - ETA: 13:38 - loss: 446.0603 - logits_profile_predictions_loss: 437.2265 - logcount_predictions_loss: 0.3224 9/2692 [..............................] - ETA: 13:38 - loss: 445.0141 - logits_profile_predictions_loss: 436.1418 - logcount_predictions_loss: 0.3238 10/2692 [..............................] - ETA: 13:38 - loss: 444.1471 - logits_profile_predictions_loss: 435.2585 - logcount_predictions_loss: 0.3244 11/2692 [..............................] - ETA: 13:38 - loss: 443.8368 - logits_profile_predictions_loss: 434.9303 - logcount_predictions_loss: 0.3251 12/2692 [..............................] - ETA: 13:38 - loss: 443.6986 - logits_profile_predictions_loss: 434.7578 - logcount_predictions_loss: 0.3263 13/2692 [..............................] - ETA: 13:38 - loss: 443.3461 - logits_profile_predictions_loss: 434.3759 - logcount_predictions_loss: 0.3274 14/2692 [..............................] - ETA: 13:38 - loss: 443.0894 - logits_profile_predictions_loss: 434.1018 - logcount_predictions_loss: 0.3280 15/2692 [..............................] - ETA: 13:38 - loss: 442.8405 - logits_profile_predictions_loss: 433.8285 - logcount_predictions_loss: 0.3289 16/2692 [..............................] - ETA: 13:37 - loss: 442.1715 - logits_profile_predictions_loss: 433.1456 - logcount_predictions_loss: 0.3294 17/2692 [..............................] - ETA: 13:37 - loss: 441.6835 - logits_profile_predictions_loss: 432.6327 - logcount_predictions_loss: 0.3303 18/2692 [..............................] - ETA: 13:37 - loss: 441.3584 - logits_profile_predictions_loss: 432.2748 - logcount_predictions_loss: 0.3315 19/2692 [..............................] - ETA: 13:37 - loss: 441.0839 - logits_profile_predictions_loss: 431.9772 - logcount_predictions_loss: 0.3324 20/2692 [..............................] - ETA: 13:36 - loss: 440.8083 - logits_profile_predictions_loss: 431.6765 - logcount_predictions_loss: 0.3333 21/2692 [..............................] - ETA: 13:36 - loss: 440.6945 - logits_profile_predictions_loss: 431.5391 - logcount_predictions_loss: 0.3341 22/2692 [..............................] - ETA: 13:36 - loss: 440.6408 - logits_profile_predictions_loss: 431.4685 - logcount_predictions_loss: 0.3348 23/2692 [..............................] - ETA: 13:36 - loss: 440.4491 - logits_profile_predictions_loss: 431.2608 - logcount_predictions_loss: 0.3353 24/2692 [..............................] - ETA: 13:35 - loss: 440.3094 - logits_profile_predictions_loss: 431.0934 - logcount_predictions_loss: 0.3364 25/2692 [..............................] - ETA: 13:35 - loss: 440.1858 - logits_profile_predictions_loss: 430.9485 - logcount_predictions_loss: 0.3371 26/2692 [..............................] - ETA: 13:35 - loss: 440.0444 - logits_profile_predictions_loss: 430.7848 - logcount_predictions_loss: 0.3379 27/2692 [..............................] - ETA: 13:35 - loss: 439.9162 - logits_profile_predictions_loss: 430.6413 - logcount_predictions_loss: 0.3385 28/2692 [..............................] - ETA: 13:34 - loss: 439.7960 - logits_profile_predictions_loss: 430.5114 - logcount_predictions_loss: 0.3389 29/2692 [..............................] - ETA: 13:34 - loss: 439.6306 - logits_profile_predictions_loss: 430.3321 - logcount_predictions_loss: 0.3394 30/2692 [..............................] - ETA: 13:34 - loss: 439.4565 - logits_profile_predictions_loss: 430.1423 - logcount_predictions_loss: 0.3399 31/2692 [..............................] - ETA: 13:34 - loss: 439.3386 - logits_profile_predictions_loss: 430.0132 - logcount_predictions_loss: 0.3403 32/2692 [..............................] - ETA: 13:33 - loss: 439.2318 - logits_profile_predictions_loss: 429.8951 - logcount_predictions_loss: 0.3408 33/2692 [..............................] - ETA: 13:33 - loss: 439.1182 - logits_profile_predictions_loss: 429.7712 - logcount_predictions_loss: 0.3411 34/2692 [..............................] - ETA: 13:33 - loss: 438.9941 - logits_profile_predictions_loss: 429.6351 - logcount_predictions_loss: 0.3416 35/2692 [..............................] - ETA: 13:33 - loss: 438.8689 - logits_profile_predictions_loss: 429.4987 - logcount_predictions_loss: 0.3420 36/2692 [..............................] - ETA: 13:32 - loss: 438.7612 - logits_profile_predictions_loss: 429.3839 - logcount_predictions_loss: 0.3422 37/2692 [..............................] - ETA: 13:32 - loss: 438.6510 - logits_profile_predictions_loss: 429.2695 - logcount_predictions_loss: 0.3424 38/2692 [..............................] - ETA: 13:32 - loss: 438.5596 - logits_profile_predictions_loss: 429.1767 - logcount_predictions_loss: 0.3424 39/2692 [..............................] - ETA: 13:31 - loss: 438.4912 - logits_profile_predictions_loss: 429.1082 - logcount_predictions_loss: 0.3424 40/2692 [..............................] - ETA: 13:31 - loss: 438.4615 - logits_profile_predictions_loss: 429.0798 - logcount_predictions_loss: 0.3424 41/2692 [..............................] - ETA: 13:31 - loss: 438.4484 - logits_profile_predictions_loss: 429.0696 - logcount_predictions_loss: 0.3423 42/2692 [..............................] - ETA: 13:31 - loss: 438.4152 - logits_profile_predictions_loss: 429.0407 - logcount_predictions_loss: 0.3421 43/2692 [..............................] - ETA: 13:30 - loss: 438.3303 - logits_profile_predictions_loss: 428.9572 - logcount_predictions_loss: 0.3421 44/2692 [..............................] - ETA: 13:30 - loss: 438.2397 - logits_profile_predictions_loss: 428.8694 - logcount_predictions_loss: 0.3420 45/2692 [..............................] - ETA: 13:30 - loss: 438.1156 - logits_profile_predictions_loss: 428.7453 - logcount_predictions_loss: 0.3420 46/2692 [..............................] - ETA: 13:30 - loss: 437.9976 - logits_profile_predictions_loss: 428.6281 - logcount_predictions_loss: 0.3420 47/2692 [..............................] - ETA: 13:29 - loss: 437.8784 - logits_profile_predictions_loss: 428.5098 - logcount_predictions_loss: 0.3419 48/2692 [..............................] - ETA: 13:29 - loss: 437.7445 - logits_profile_predictions_loss: 428.3758 - logcount_predictions_loss: 0.3419 49/2692 [..............................] - ETA: 13:29 - loss: 437.5933 - logits_profile_predictions_loss: 428.2258 - logcount_predictions_loss: 0.3419 50/2692 [..............................] - ETA: 13:29 - loss: 437.4424 - logits_profile_predictions_loss: 428.0773 - logcount_predictions_loss: 0.3418 51/2692 [..............................] - ETA: 13:28 - loss: 437.3118 - logits_profile_predictions_loss: 427.9498 - logcount_predictions_loss: 0.3417 52/2692 [..............................] - ETA: 13:28 - loss: 437.1891 - logits_profile_predictions_loss: 427.8292 - logcount_predictions_loss: 0.3416 53/2692 [..............................] - ETA: 13:28 - loss: 437.0828 - logits_profile_predictions_loss: 427.7216 - logcount_predictions_loss: 0.3417 54/2692 [..............................] - ETA: 13:28 - loss: 436.9646 - logits_profile_predictions_loss: 427.6019 - logcount_predictions_loss: 0.3417 55/2692 [..............................] - ETA: 13:27 - loss: 436.8569 - logits_profile_predictions_loss: 427.4938 - logcount_predictions_loss: 0.3417 56/2692 [..............................] - ETA: 13:27 - loss: 436.7546 - logits_profile_predictions_loss: 427.3919 - logcount_predictions_loss: 0.3417 57/2692 [..............................] - ETA: 13:27 - loss: 436.6656 - logits_profile_predictions_loss: 427.3042 - logcount_predictions_loss: 0.3417 58/2692 [..............................] - ETA: 13:27 - loss: 436.5817 - logits_profile_predictions_loss: 427.2221 - logcount_predictions_loss: 0.3416 59/2692 [..............................] - ETA: 13:26 - loss: 436.4929 - logits_profile_predictions_loss: 427.1336 - logcount_predictions_loss: 0.3416 60/2692 [..............................] - ETA: 13:26 - loss: 436.4024 - logits_profile_predictions_loss: 427.0435 - logcount_predictions_loss: 0.3416 61/2692 [..............................] - ETA: 13:26 - loss: 436.2975 - logits_profile_predictions_loss: 426.9393 - logcount_predictions_loss: 0.3415 62/2692 [..............................] - ETA: 13:26 - loss: 436.1861 - logits_profile_predictions_loss: 426.8278 - logcount_predictions_loss: 0.3415 63/2692 [..............................] - ETA: 13:25 - loss: 436.0682 - logits_profile_predictions_loss: 426.7105 - logcount_predictions_loss: 0.3415 64/2692 [..............................] - ETA: 13:25 - loss: 435.9667 - logits_profile_predictions_loss: 426.6099 - logcount_predictions_loss: 0.3415 65/2692 [..............................] - ETA: 13:25 - loss: 435.8784 - logits_profile_predictions_loss: 426.5216 - logcount_predictions_loss: 0.3415 66/2692 [..............................] - ETA: 13:25 - loss: 435.7937 - logits_profile_predictions_loss: 426.4375 - logcount_predictions_loss: 0.3415 67/2692 [..............................] - ETA: 13:24 - loss: 435.7084 - logits_profile_predictions_loss: 426.3525 - logcount_predictions_loss: 0.3415 68/2692 [..............................] - ETA: 13:24 - loss: 435.6201 - logits_profile_predictions_loss: 426.2646 - logcount_predictions_loss: 0.3414 69/2692 [..............................] - ETA: 13:24 - loss: 435.5525 - logits_profile_predictions_loss: 426.1973 - logcount_predictions_loss: 0.3414 70/2692 [..............................] - ETA: 13:24 - loss: 435.4951 - logits_profile_predictions_loss: 426.1401 - logcount_predictions_loss: 0.3414 71/2692 [..............................] - ETA: 13:23 - loss: 435.4351 - logits_profile_predictions_loss: 426.0795 - logcount_predictions_loss: 0.3414 72/2692 [..............................] - ETA: 13:23 - loss: 435.3831 - logits_profile_predictions_loss: 426.0270 - logcount_predictions_loss: 0.3415 73/2692 [..............................] - ETA: 13:23 - loss: 435.3419 - logits_profile_predictions_loss: 425.9855 - logcount_predictions_loss: 0.3415 74/2692 [..............................] - ETA: 13:23 - loss: 435.3031 - logits_profile_predictions_loss: 425.9464 - logcount_predictions_loss: 0.3415 75/2692 [..............................] - ETA: 13:22 - loss: 435.2653 - logits_profile_predictions_loss: 425.9080 - logcount_predictions_loss: 0.3415 76/2692 [..............................] - ETA: 13:22 - loss: 435.2287 - logits_profile_predictions_loss: 425.8710 - logcount_predictions_loss: 0.3415 77/2692 [..............................] - ETA: 13:22 - loss: 435.1983 - logits_profile_predictions_loss: 425.8401 - logcount_predictions_loss: 0.3415 78/2692 [..............................] - ETA: 13:21 - loss: 435.1759 - logits_profile_predictions_loss: 425.8170 - logcount_predictions_loss: 0.3416 79/2692 [..............................] - ETA: 13:21 - loss: 435.1569 - logits_profile_predictions_loss: 425.7980 - logcount_predictions_loss: 0.3416 80/2692 [..............................] - ETA: 13:21 - loss: 435.1371 - logits_profile_predictions_loss: 425.7774 - logcount_predictions_loss: 0.3416 81/2692 [..............................] - ETA: 13:21 - loss: 435.1229 - logits_profile_predictions_loss: 425.7625 - logcount_predictions_loss: 0.3416 82/2692 [..............................] - ETA: 13:20 - loss: 435.1111 - logits_profile_predictions_loss: 425.7498 - logcount_predictions_loss: 0.3417 83/2692 [..............................] - ETA: 13:20 - loss: 435.0983 - logits_profile_predictions_loss: 425.7351 - logcount_predictions_loss: 0.3417 84/2692 [..............................] - ETA: 13:20 - loss: 435.0944 - logits_profile_predictions_loss: 425.7297 - logcount_predictions_loss: 0.3418 85/2692 [..............................] - ETA: 13:20 - loss: 435.0839 - logits_profile_predictions_loss: 425.7180 - logcount_predictions_loss: 0.3418 86/2692 [..............................] - ETA: 13:19 - loss: 435.0719 - 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[==>...........................] - ETA: 12:06 - loss: 432.0334 - logits_profile_predictions_loss: 422.4897 - logcount_predictions_loss: 0.3483 341/2692 [==>...........................] - ETA: 12:05 - loss: 432.0291 - logits_profile_predictions_loss: 422.4850 - logcount_predictions_loss: 0.3483 342/2692 [==>...........................] - ETA: 12:05 - loss: 432.0244 - logits_profile_predictions_loss: 422.4800 - logcount_predictions_loss: 0.3483 343/2692 [==>...........................] - ETA: 12:05 - loss: 432.0201 - logits_profile_predictions_loss: 422.4754 - logcount_predictions_loss: 0.3484 344/2692 [==>...........................] - ETA: 12:04 - loss: 432.0151 - logits_profile_predictions_loss: 422.4701 - logcount_predictions_loss: 0.3484 345/2692 [==>...........................] - ETA: 12:04 - loss: 432.0103 - logits_profile_predictions_loss: 422.4650 - logcount_predictions_loss: 0.3484 346/2692 [==>...........................] - ETA: 12:04 - loss: 432.0057 - 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logits_profile_predictions_loss: 422.3922 - logcount_predictions_loss: 0.3485 360/2692 [===>..........................] - ETA: 11:59 - loss: 431.9371 - logits_profile_predictions_loss: 422.3870 - logcount_predictions_loss: 0.3485 361/2692 [===>..........................] - ETA: 11:59 - loss: 431.9321 - logits_profile_predictions_loss: 422.3818 - logcount_predictions_loss: 0.3486 362/2692 [===>..........................] - ETA: 11:59 - loss: 431.9270 - logits_profile_predictions_loss: 422.3764 - logcount_predictions_loss: 0.3486 363/2692 [===>..........................] - ETA: 11:59 - loss: 431.9224 - logits_profile_predictions_loss: 422.3715 - logcount_predictions_loss: 0.3486 364/2692 [===>..........................] - ETA: 11:58 - loss: 431.9173 - logits_profile_predictions_loss: 422.3662 - logcount_predictions_loss: 0.3486 365/2692 [===>..........................] - ETA: 11:58 - loss: 431.9121 - logits_profile_predictions_loss: 422.3607 - logcount_predictions_loss: 0.3486 366/2692 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logits_profile_predictions_loss: 422.3270 - logcount_predictions_loss: 0.3487 373/2692 [===>..........................] - ETA: 11:55 - loss: 431.8759 - logits_profile_predictions_loss: 422.3224 - logcount_predictions_loss: 0.3487 374/2692 [===>..........................] - ETA: 11:55 - loss: 431.8717 - logits_profile_predictions_loss: 422.3179 - logcount_predictions_loss: 0.3487 375/2692 [===>..........................] - ETA: 11:55 - loss: 431.8672 - logits_profile_predictions_loss: 422.3131 - logcount_predictions_loss: 0.3487 376/2692 [===>..........................] - ETA: 11:55 - loss: 431.8629 - logits_profile_predictions_loss: 422.3086 - logcount_predictions_loss: 0.3487 377/2692 [===>..........................] - ETA: 11:54 - loss: 431.8587 - logits_profile_predictions_loss: 422.3041 - logcount_predictions_loss: 0.3487 378/2692 [===>..........................] - ETA: 11:54 - loss: 431.8545 - logits_profile_predictions_loss: 422.2996 - logcount_predictions_loss: 0.3487 379/2692 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logits_profile_predictions_loss: 422.2643 - logcount_predictions_loss: 0.3488 386/2692 [===>..........................] - ETA: 11:51 - loss: 431.8170 - logits_profile_predictions_loss: 422.2597 - logcount_predictions_loss: 0.3488 387/2692 [===>..........................] - ETA: 11:51 - loss: 431.8127 - logits_profile_predictions_loss: 422.2552 - logcount_predictions_loss: 0.3488 388/2692 [===>..........................] - ETA: 11:51 - loss: 431.8084 - logits_profile_predictions_loss: 422.2505 - logcount_predictions_loss: 0.3488 389/2692 [===>..........................] - ETA: 11:51 - loss: 431.8040 - logits_profile_predictions_loss: 422.2459 - logcount_predictions_loss: 0.3488 390/2692 [===>..........................] - ETA: 11:50 - loss: 431.7996 - logits_profile_predictions_loss: 422.2412 - logcount_predictions_loss: 0.3489 391/2692 [===>..........................] - ETA: 11:50 - loss: 431.7950 - logits_profile_predictions_loss: 422.2363 - logcount_predictions_loss: 0.3489 392/2692 [===>..........................] - ETA: 11:50 - loss: 431.7906 - logits_profile_predictions_loss: 422.2316 - logcount_predictions_loss: 0.3489 393/2692 [===>..........................] - ETA: 11:49 - loss: 431.7860 - logits_profile_predictions_loss: 422.2267 - logcount_predictions_loss: 0.3489 394/2692 [===>..........................] - ETA: 11:49 - loss: 431.7816 - logits_profile_predictions_loss: 422.2220 - logcount_predictions_loss: 0.3489 395/2692 [===>..........................] - ETA: 11:49 - loss: 431.7770 - logits_profile_predictions_loss: 422.2171 - logcount_predictions_loss: 0.3489 396/2692 [===>..........................] - ETA: 11:48 - loss: 431.7721 - logits_profile_predictions_loss: 422.2119 - logcount_predictions_loss: 0.3489 397/2692 [===>..........................] - ETA: 11:48 - loss: 431.7673 - logits_profile_predictions_loss: 422.2068 - logcount_predictions_loss: 0.3489 398/2692 [===>..........................] - ETA: 11:48 - loss: 431.7625 - logits_profile_predictions_loss: 422.2018 - logcount_predictions_loss: 0.3489 399/2692 [===>..........................] - ETA: 11:48 - loss: 431.7580 - logits_profile_predictions_loss: 422.1970 - logcount_predictions_loss: 0.3489 400/2692 [===>..........................] - ETA: 11:47 - loss: 431.7539 - logits_profile_predictions_loss: 422.1925 - logcount_predictions_loss: 0.3490 401/2692 [===>..........................] - ETA: 11:47 - loss: 431.7499 - logits_profile_predictions_loss: 422.1882 - logcount_predictions_loss: 0.3490 402/2692 [===>..........................] - ETA: 11:47 - loss: 431.7461 - logits_profile_predictions_loss: 422.1840 - logcount_predictions_loss: 0.3490 403/2692 [===>..........................] - ETA: 11:46 - loss: 431.7421 - logits_profile_predictions_loss: 422.1797 - logcount_predictions_loss: 0.3490 404/2692 [===>..........................] - ETA: 11:46 - loss: 431.7382 - logits_profile_predictions_loss: 422.1754 - logcount_predictions_loss: 0.3490 405/2692 [===>..........................] - ETA: 11:46 - loss: 431.7340 - logits_profile_predictions_loss: 422.1708 - logcount_predictions_loss: 0.3490 406/2692 [===>..........................] - ETA: 11:45 - loss: 431.7300 - logits_profile_predictions_loss: 422.1665 - logcount_predictions_loss: 0.3490 407/2692 [===>..........................] - ETA: 11:45 - loss: 431.7257 - logits_profile_predictions_loss: 422.1618 - logcount_predictions_loss: 0.3491 408/2692 [===>..........................] - ETA: 11:45 - loss: 431.7215 - logits_profile_predictions_loss: 422.1572 - logcount_predictions_loss: 0.3491 409/2692 [===>..........................] - ETA: 11:45 - loss: 431.7172 - logits_profile_predictions_loss: 422.1525 - logcount_predictions_loss: 0.3491 410/2692 [===>..........................] - ETA: 11:44 - loss: 431.7131 - logits_profile_predictions_loss: 422.1479 - logcount_predictions_loss: 0.3491 411/2692 [===>..........................] - ETA: 11:44 - loss: 431.7088 - logits_profile_predictions_loss: 422.1432 - logcount_predictions_loss: 0.3491 412/2692 [===>..........................] - ETA: 11:44 - loss: 431.7042 - logits_profile_predictions_loss: 422.1382 - logcount_predictions_loss: 0.3491 413/2692 [===>..........................] - ETA: 11:43 - loss: 431.6995 - logits_profile_predictions_loss: 422.1331 - logcount_predictions_loss: 0.3491 414/2692 [===>..........................] - ETA: 11:43 - loss: 431.6947 - logits_profile_predictions_loss: 422.1280 - logcount_predictions_loss: 0.3492 415/2692 [===>..........................] - ETA: 11:43 - loss: 431.6898 - logits_profile_predictions_loss: 422.1226 - logcount_predictions_loss: 0.3492 416/2692 [===>..........................] - ETA: 11:42 - loss: 431.6850 - logits_profile_predictions_loss: 422.1175 - logcount_predictions_loss: 0.3492 417/2692 [===>..........................] - ETA: 11:42 - loss: 431.6803 - logits_profile_predictions_loss: 422.1124 - logcount_predictions_loss: 0.3492 418/2692 [===>..........................] - ETA: 11:42 - loss: 431.6761 - logits_profile_predictions_loss: 422.1078 - logcount_predictions_loss: 0.3492 419/2692 [===>..........................] - ETA: 11:42 - loss: 431.6717 - logits_profile_predictions_loss: 422.1030 - logcount_predictions_loss: 0.3492 420/2692 [===>..........................] - ETA: 11:41 - loss: 431.6676 - logits_profile_predictions_loss: 422.0985 - logcount_predictions_loss: 0.3492 421/2692 [===>..........................] - ETA: 11:41 - loss: 431.6635 - logits_profile_predictions_loss: 422.0940 - logcount_predictions_loss: 0.3493 422/2692 [===>..........................] - ETA: 11:41 - loss: 431.6589 - logits_profile_predictions_loss: 422.0890 - logcount_predictions_loss: 0.3493 423/2692 [===>..........................] - ETA: 11:40 - loss: 431.6543 - logits_profile_predictions_loss: 422.0840 - logcount_predictions_loss: 0.3493 424/2692 [===>..........................] - ETA: 11:40 - loss: 431.6500 - logits_profile_predictions_loss: 422.0793 - logcount_predictions_loss: 0.3493 425/2692 [===>..........................] - ETA: 11:40 - loss: 431.6458 - logits_profile_predictions_loss: 422.0748 - logcount_predictions_loss: 0.3493 426/2692 [===>..........................] - ETA: 11:39 - loss: 431.6415 - logits_profile_predictions_loss: 422.0701 - logcount_predictions_loss: 0.3493 427/2692 [===>..........................] - ETA: 11:39 - loss: 431.6373 - logits_profile_predictions_loss: 422.0656 - logcount_predictions_loss: 0.3493 428/2692 [===>..........................] - ETA: 11:39 - loss: 431.6333 - logits_profile_predictions_loss: 422.0613 - logcount_predictions_loss: 0.3493 429/2692 [===>..........................] - ETA: 11:39 - loss: 431.6293 - logits_profile_predictions_loss: 422.0570 - logcount_predictions_loss: 0.3494 430/2692 [===>..........................] - ETA: 11:38 - loss: 431.6253 - logits_profile_predictions_loss: 422.0526 - logcount_predictions_loss: 0.3494 431/2692 [===>..........................] - ETA: 11:38 - loss: 431.6209 - logits_profile_predictions_loss: 422.0479 - logcount_predictions_loss: 0.3494 432/2692 [===>..........................] - ETA: 11:38 - loss: 431.6162 - logits_profile_predictions_loss: 422.0430 - logcount_predictions_loss: 0.3494 433/2692 [===>..........................] - ETA: 11:37 - loss: 431.6115 - logits_profile_predictions_loss: 422.0379 - logcount_predictions_loss: 0.3494 434/2692 [===>..........................] - ETA: 11:37 - loss: 431.6065 - logits_profile_predictions_loss: 422.0326 - logcount_predictions_loss: 0.3494 435/2692 [===>..........................] - ETA: 11:37 - loss: 431.6016 - logits_profile_predictions_loss: 422.0274 - logcount_predictions_loss: 0.3494 436/2692 [===>..........................] - ETA: 11:36 - loss: 431.5971 - logits_profile_predictions_loss: 422.0225 - logcount_predictions_loss: 0.3494 437/2692 [===>..........................] - ETA: 11:36 - loss: 431.5927 - logits_profile_predictions_loss: 422.0178 - logcount_predictions_loss: 0.3495 438/2692 [===>..........................] - ETA: 11:36 - loss: 431.5882 - logits_profile_predictions_loss: 422.0130 - logcount_predictions_loss: 0.3495 439/2692 [===>..........................] - ETA: 11:36 - loss: 431.5836 - logits_profile_predictions_loss: 422.0081 - logcount_predictions_loss: 0.3495 440/2692 [===>..........................] - ETA: 11:35 - loss: 431.5790 - logits_profile_predictions_loss: 422.0032 - logcount_predictions_loss: 0.3495 441/2692 [===>..........................] - ETA: 11:35 - loss: 431.5747 - logits_profile_predictions_loss: 421.9984 - logcount_predictions_loss: 0.3495 442/2692 [===>..........................] - ETA: 11:35 - loss: 431.5701 - logits_profile_predictions_loss: 421.9935 - logcount_predictions_loss: 0.3495 443/2692 [===>..........................] - ETA: 11:34 - loss: 431.5661 - logits_profile_predictions_loss: 421.9891 - logcount_predictions_loss: 0.3495 444/2692 [===>..........................] - ETA: 11:34 - loss: 431.5620 - logits_profile_predictions_loss: 421.9846 - logcount_predictions_loss: 0.3495 445/2692 [===>..........................] - ETA: 11:34 - loss: 431.5577 - logits_profile_predictions_loss: 421.9800 - logcount_predictions_loss: 0.3496 446/2692 [===>..........................] - ETA: 11:33 - loss: 431.5537 - logits_profile_predictions_loss: 421.9756 - logcount_predictions_loss: 0.3496 447/2692 [===>..........................] - ETA: 11:33 - loss: 431.5501 - logits_profile_predictions_loss: 421.9716 - logcount_predictions_loss: 0.3496 448/2692 [===>..........................] - ETA: 11:33 - loss: 431.5466 - logits_profile_predictions_loss: 421.9678 - logcount_predictions_loss: 0.3496 449/2692 [====>.........................] - ETA: 11:33 - loss: 431.5433 - logits_profile_predictions_loss: 421.9641 - logcount_predictions_loss: 0.3496 450/2692 [====>.........................] - ETA: 11:32 - loss: 431.5398 - logits_profile_predictions_loss: 421.9603 - logcount_predictions_loss: 0.3496 451/2692 [====>.........................] - ETA: 11:32 - loss: 431.5365 - logits_profile_predictions_loss: 421.9567 - logcount_predictions_loss: 0.3496 452/2692 [====>.........................] - ETA: 11:32 - loss: 431.5332 - logits_profile_predictions_loss: 421.9530 - logcount_predictions_loss: 0.3496 453/2692 [====>.........................] - ETA: 11:31 - loss: 431.5301 - logits_profile_predictions_loss: 421.9496 - logcount_predictions_loss: 0.3497 454/2692 [====>.........................] - ETA: 11:31 - loss: 431.5267 - logits_profile_predictions_loss: 421.9459 - logcount_predictions_loss: 0.3497 455/2692 [====>.........................] - ETA: 11:31 - loss: 431.5233 - logits_profile_predictions_loss: 421.9422 - logcount_predictions_loss: 0.3497 456/2692 [====>.........................] - ETA: 11:30 - loss: 431.5198 - logits_profile_predictions_loss: 421.9383 - logcount_predictions_loss: 0.3497 457/2692 [====>.........................] - ETA: 11:30 - loss: 431.5160 - logits_profile_predictions_loss: 421.9343 - logcount_predictions_loss: 0.3497 458/2692 [====>.........................] - ETA: 11:30 - loss: 431.5121 - logits_profile_predictions_loss: 421.9300 - logcount_predictions_loss: 0.3497 459/2692 [====>.........................] - ETA: 11:30 - loss: 431.5083 - logits_profile_predictions_loss: 421.9259 - logcount_predictions_loss: 0.3497 460/2692 [====>.........................] - ETA: 11:29 - loss: 431.5046 - logits_profile_predictions_loss: 421.9219 - logcount_predictions_loss: 0.3497 461/2692 [====>.........................] - ETA: 11:29 - loss: 431.5008 - logits_profile_predictions_loss: 421.9178 - logcount_predictions_loss: 0.3497 462/2692 [====>.........................] - ETA: 11:29 - loss: 431.4969 - logits_profile_predictions_loss: 421.9136 - logcount_predictions_loss: 0.3498 463/2692 [====>.........................] - ETA: 11:28 - loss: 431.4931 - logits_profile_predictions_loss: 421.9095 - logcount_predictions_loss: 0.3498 464/2692 [====>.........................] - ETA: 11:28 - loss: 431.4892 - logits_profile_predictions_loss: 421.9052 - logcount_predictions_loss: 0.3498 465/2692 [====>.........................] - ETA: 11:28 - loss: 431.4852 - logits_profile_predictions_loss: 421.9010 - logcount_predictions_loss: 0.3498 466/2692 [====>.........................] - ETA: 11:27 - loss: 431.4812 - logits_profile_predictions_loss: 421.8966 - logcount_predictions_loss: 0.3498 467/2692 [====>.........................] - ETA: 11:27 - loss: 431.4771 - logits_profile_predictions_loss: 421.8921 - logcount_predictions_loss: 0.3498 468/2692 [====>.........................] - ETA: 11:27 - loss: 431.4728 - logits_profile_predictions_loss: 421.8875 - logcount_predictions_loss: 0.3498 469/2692 [====>.........................] - ETA: 11:26 - loss: 431.4685 - logits_profile_predictions_loss: 421.8827 - logcount_predictions_loss: 0.3498 470/2692 [====>.........................] - ETA: 11:26 - loss: 431.4641 - logits_profile_predictions_loss: 421.8780 - logcount_predictions_loss: 0.3499 471/2692 [====>.........................] - ETA: 11:26 - loss: 431.4598 - logits_profile_predictions_loss: 421.8733 - logcount_predictions_loss: 0.3499 472/2692 [====>.........................] - ETA: 11:26 - loss: 431.4558 - logits_profile_predictions_loss: 421.8690 - logcount_predictions_loss: 0.3499 473/2692 [====>.........................] - ETA: 11:25 - loss: 431.4518 - logits_profile_predictions_loss: 421.8646 - logcount_predictions_loss: 0.3499 474/2692 [====>.........................] - ETA: 11:25 - loss: 431.4476 - logits_profile_predictions_loss: 421.8601 - logcount_predictions_loss: 0.3499 475/2692 [====>.........................] - ETA: 11:25 - loss: 431.4435 - logits_profile_predictions_loss: 421.8557 - logcount_predictions_loss: 0.3499 476/2692 [====>.........................] - ETA: 11:24 - loss: 431.4397 - logits_profile_predictions_loss: 421.8516 - logcount_predictions_loss: 0.3499 477/2692 [====>.........................] - ETA: 11:24 - loss: 431.4359 - logits_profile_predictions_loss: 421.8475 - logcount_predictions_loss: 0.3499 478/2692 [====>.........................] - ETA: 11:24 - loss: 431.4322 - logits_profile_predictions_loss: 421.8434 - logcount_predictions_loss: 0.3500 479/2692 [====>.........................] - ETA: 11:23 - loss: 431.4286 - logits_profile_predictions_loss: 421.8395 - logcount_predictions_loss: 0.3500 480/2692 [====>.........................] - ETA: 11:23 - loss: 431.4248 - logits_profile_predictions_loss: 421.8354 - logcount_predictions_loss: 0.3500 481/2692 [====>.........................] - ETA: 11:23 - loss: 431.4210 - logits_profile_predictions_loss: 421.8313 - logcount_predictions_loss: 0.3500 482/2692 [====>.........................] - ETA: 11:23 - loss: 431.4173 - logits_profile_predictions_loss: 421.8274 - logcount_predictions_loss: 0.3500 483/2692 [====>.........................] - ETA: 11:22 - loss: 431.4137 - logits_profile_predictions_loss: 421.8234 - logcount_predictions_loss: 0.3500 484/2692 [====>.........................] - ETA: 11:22 - loss: 431.4100 - logits_profile_predictions_loss: 421.8194 - logcount_predictions_loss: 0.3500 485/2692 [====>.........................] - ETA: 11:22 - loss: 431.4061 - logits_profile_predictions_loss: 421.8152 - logcount_predictions_loss: 0.3500 486/2692 [====>.........................] - ETA: 11:21 - loss: 431.4019 - logits_profile_predictions_loss: 421.8107 - logcount_predictions_loss: 0.3501 487/2692 [====>.........................] - ETA: 11:21 - loss: 431.3979 - logits_profile_predictions_loss: 421.8063 - logcount_predictions_loss: 0.3501 488/2692 [====>.........................] - ETA: 11:21 - loss: 431.3942 - logits_profile_predictions_loss: 421.8023 - logcount_predictions_loss: 0.3501 489/2692 [====>.........................] - ETA: 11:20 - loss: 431.3904 - logits_profile_predictions_loss: 421.7982 - logcount_predictions_loss: 0.3501 490/2692 [====>.........................] - ETA: 11:20 - loss: 431.3865 - logits_profile_predictions_loss: 421.7940 - logcount_predictions_loss: 0.3501 491/2692 [====>.........................] - ETA: 11:20 - loss: 431.3827 - logits_profile_predictions_loss: 421.7899 - logcount_predictions_loss: 0.3501 492/2692 [====>.........................] - ETA: 11:20 - loss: 431.3788 - logits_profile_predictions_loss: 421.7857 - logcount_predictions_loss: 0.3501 493/2692 [====>.........................] - ETA: 11:19 - loss: 431.3749 - logits_profile_predictions_loss: 421.7814 - logcount_predictions_loss: 0.3501 494/2692 [====>.........................] - ETA: 11:19 - loss: 431.3709 - logits_profile_predictions_loss: 421.7772 - logcount_predictions_loss: 0.3501 495/2692 [====>.........................] - ETA: 11:19 - loss: 431.3671 - logits_profile_predictions_loss: 421.7731 - logcount_predictions_loss: 0.3502 496/2692 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[============================>.] - ETA: 27s - loss: 429.0149 - logits_profile_predictions_loss: 419.3438 - logcount_predictions_loss: 0.3530 2604/2692 [============================>.] - ETA: 27s - loss: 429.0148 - logits_profile_predictions_loss: 419.3437 - logcount_predictions_loss: 0.3530 2605/2692 [============================>.] - ETA: 26s - loss: 429.0146 - logits_profile_predictions_loss: 419.3435 - logcount_predictions_loss: 0.3530 2606/2692 [============================>.] - ETA: 26s - loss: 429.0145 - logits_profile_predictions_loss: 419.3434 - logcount_predictions_loss: 0.3530 2607/2692 [============================>.] - ETA: 26s - loss: 429.0144 - logits_profile_predictions_loss: 419.3433 - logcount_predictions_loss: 0.3530 2608/2692 [============================>.] - ETA: 26s - loss: 429.0142 - logits_profile_predictions_loss: 419.3431 - logcount_predictions_loss: 0.3530 2609/2692 [============================>.] - ETA: 25s - loss: 429.0141 - logits_profile_predictions_loss: 419.3430 - logcount_predictions_loss: 0.3530 2610/2692 [============================>.] - ETA: 25s - loss: 429.0140 - logits_profile_predictions_loss: 419.3429 - logcount_predictions_loss: 0.3530 2611/2692 [============================>.] - ETA: 25s - loss: 429.0138 - logits_profile_predictions_loss: 419.3427 - logcount_predictions_loss: 0.3530 2612/2692 [============================>.] - ETA: 24s - loss: 429.0137 - logits_profile_predictions_loss: 419.3426 - logcount_predictions_loss: 0.3530 2613/2692 [============================>.] - ETA: 24s - loss: 429.0136 - logits_profile_predictions_loss: 419.3425 - logcount_predictions_loss: 0.3530 2614/2692 [============================>.] - ETA: 24s - loss: 429.0134 - logits_profile_predictions_loss: 419.3423 - logcount_predictions_loss: 0.3530 2615/2692 [============================>.] - ETA: 23s - loss: 429.0133 - logits_profile_predictions_loss: 419.3422 - logcount_predictions_loss: 0.3530 2616/2692 [============================>.] - ETA: 23s - loss: 429.0132 - logits_profile_predictions_loss: 419.3421 - logcount_predictions_loss: 0.3530 2617/2692 [============================>.] - ETA: 23s - loss: 429.0130 - logits_profile_predictions_loss: 419.3419 - logcount_predictions_loss: 0.3530 2618/2692 [============================>.] - ETA: 22s - loss: 429.0129 - logits_profile_predictions_loss: 419.3418 - logcount_predictions_loss: 0.3530 2619/2692 [============================>.] - ETA: 22s - loss: 429.0128 - logits_profile_predictions_loss: 419.3416 - logcount_predictions_loss: 0.3530 2620/2692 [============================>.] - ETA: 22s - loss: 429.0126 - logits_profile_predictions_loss: 419.3415 - logcount_predictions_loss: 0.3530 2621/2692 [============================>.] - ETA: 21s - loss: 429.0125 - logits_profile_predictions_loss: 419.3413 - logcount_predictions_loss: 0.3530 2622/2692 [============================>.] - ETA: 21s - loss: 429.0123 - logits_profile_predictions_loss: 419.3412 - logcount_predictions_loss: 0.3530 2623/2692 [============================>.] - ETA: 21s - loss: 429.0122 - logits_profile_predictions_loss: 419.3410 - logcount_predictions_loss: 0.3530 2624/2692 [============================>.] - ETA: 21s - loss: 429.0120 - logits_profile_predictions_loss: 419.3409 - logcount_predictions_loss: 0.3530 2625/2692 [============================>.] - ETA: 20s - loss: 429.0119 - logits_profile_predictions_loss: 419.3408 - logcount_predictions_loss: 0.3530 2626/2692 [============================>.] - ETA: 20s - loss: 429.0117 - logits_profile_predictions_loss: 419.3406 - logcount_predictions_loss: 0.3530 2627/2692 [============================>.] - ETA: 20s - loss: 429.0116 - logits_profile_predictions_loss: 419.3405 - logcount_predictions_loss: 0.3530 2628/2692 [============================>.] - ETA: 19s - loss: 429.0114 - logits_profile_predictions_loss: 419.3403 - logcount_predictions_loss: 0.3530 2629/2692 [============================>.] - ETA: 19s - loss: 429.0113 - logits_profile_predictions_loss: 419.3402 - logcount_predictions_loss: 0.3530 2630/2692 [============================>.] - ETA: 19s - loss: 429.0112 - logits_profile_predictions_loss: 419.3400 - logcount_predictions_loss: 0.3530 2631/2692 [============================>.] - ETA: 18s - loss: 429.0110 - logits_profile_predictions_loss: 419.3399 - logcount_predictions_loss: 0.3530 2632/2692 [============================>.] - ETA: 18s - loss: 429.0109 - logits_profile_predictions_loss: 419.3398 - logcount_predictions_loss: 0.3530 2633/2692 [============================>.] - ETA: 18s - loss: 429.0107 - logits_profile_predictions_loss: 419.3396 - logcount_predictions_loss: 0.3530 2634/2692 [============================>.] - ETA: 17s - loss: 429.0106 - logits_profile_predictions_loss: 419.3395 - logcount_predictions_loss: 0.3530 2635/2692 [============================>.] - ETA: 17s - loss: 429.0105 - logits_profile_predictions_loss: 419.3394 - logcount_predictions_loss: 0.3530 2636/2692 [============================>.] - ETA: 17s - loss: 429.0103 - logits_profile_predictions_loss: 419.3392 - logcount_predictions_loss: 0.3530 2637/2692 [============================>.] - ETA: 17s - loss: 429.0102 - logits_profile_predictions_loss: 419.3391 - logcount_predictions_loss: 0.3530 2638/2692 [============================>.] - ETA: 16s - loss: 429.0101 - logits_profile_predictions_loss: 419.3390 - logcount_predictions_loss: 0.3530 2639/2692 [============================>.] - ETA: 16s - loss: 429.0099 - logits_profile_predictions_loss: 419.3388 - logcount_predictions_loss: 0.3530 2640/2692 [============================>.] - ETA: 16s - loss: 429.0098 - logits_profile_predictions_loss: 419.3387 - logcount_predictions_loss: 0.3530 2641/2692 [============================>.] - ETA: 15s - loss: 429.0097 - logits_profile_predictions_loss: 419.3386 - logcount_predictions_loss: 0.3530 2642/2692 [============================>.] - ETA: 15s - loss: 429.0095 - logits_profile_predictions_loss: 419.3384 - logcount_predictions_loss: 0.3530 2643/2692 [============================>.] - ETA: 15s - loss: 429.0094 - logits_profile_predictions_loss: 419.3383 - logcount_predictions_loss: 0.3530 2644/2692 [============================>.] - ETA: 14s - loss: 429.0092 - logits_profile_predictions_loss: 419.3381 - logcount_predictions_loss: 0.3530 2645/2692 [============================>.] - ETA: 14s - loss: 429.0091 - logits_profile_predictions_loss: 419.3380 - logcount_predictions_loss: 0.3530 2646/2692 [============================>.] - ETA: 14s - loss: 429.0089 - logits_profile_predictions_loss: 419.3378 - logcount_predictions_loss: 0.3530 2647/2692 [============================>.] - ETA: 13s - loss: 429.0088 - logits_profile_predictions_loss: 419.3377 - logcount_predictions_loss: 0.3530 2648/2692 [============================>.] - ETA: 13s - loss: 429.0086 - logits_profile_predictions_loss: 419.3376 - logcount_predictions_loss: 0.3530 2649/2692 [============================>.] - ETA: 13s - loss: 429.0085 - logits_profile_predictions_loss: 419.3374 - logcount_predictions_loss: 0.3530 2650/2692 [============================>.] - ETA: 13s - loss: 429.0084 - logits_profile_predictions_loss: 419.3373 - logcount_predictions_loss: 0.3530 2651/2692 [============================>.] - ETA: 12s - loss: 429.0082 - logits_profile_predictions_loss: 419.3372 - logcount_predictions_loss: 0.3530 2652/2692 [============================>.] - ETA: 12s - loss: 429.0081 - logits_profile_predictions_loss: 419.3370 - logcount_predictions_loss: 0.3530 2653/2692 [============================>.] - ETA: 12s - loss: 429.0079 - logits_profile_predictions_loss: 419.3369 - logcount_predictions_loss: 0.3530 2654/2692 [============================>.] - ETA: 11s - loss: 429.0078 - logits_profile_predictions_loss: 419.3367 - logcount_predictions_loss: 0.3530 2655/2692 [============================>.] - ETA: 11s - loss: 429.0077 - logits_profile_predictions_loss: 419.3366 - logcount_predictions_loss: 0.3530 2656/2692 [============================>.] - ETA: 11s - loss: 429.0075 - logits_profile_predictions_loss: 419.3365 - logcount_predictions_loss: 0.3530 2657/2692 [============================>.] - ETA: 10s - loss: 429.0074 - logits_profile_predictions_loss: 419.3363 - logcount_predictions_loss: 0.3530 2658/2692 [============================>.] - ETA: 10s - loss: 429.0073 - logits_profile_predictions_loss: 419.3362 - logcount_predictions_loss: 0.3530 2659/2692 [============================>.] - ETA: 10s - loss: 429.0071 - logits_profile_predictions_loss: 419.3361 - logcount_predictions_loss: 0.3530 2660/2692 [============================>.] - ETA: 9s - loss: 429.0070 - logits_profile_predictions_loss: 419.3360 - logcount_predictions_loss: 0.3530  2661/2692 [============================>.] - ETA: 9s - loss: 429.0068 - logits_profile_predictions_loss: 419.3358 - logcount_predictions_loss: 0.3530 2662/2692 [============================>.] - ETA: 9s - loss: 429.0067 - logits_profile_predictions_loss: 419.3357 - logcount_predictions_loss: 0.3530 2663/2692 [============================>.] - ETA: 8s - loss: 429.0066 - logits_profile_predictions_loss: 419.3356 - logcount_predictions_loss: 0.3530 2664/2692 [============================>.] - ETA: 8s - loss: 429.0065 - logits_profile_predictions_loss: 419.3355 - logcount_predictions_loss: 0.3530 2665/2692 [============================>.] - ETA: 8s - loss: 429.0064 - logits_profile_predictions_loss: 419.3353 - logcount_predictions_loss: 0.3530 2666/2692 [============================>.] - ETA: 8s - loss: 429.0062 - logits_profile_predictions_loss: 419.3352 - logcount_predictions_loss: 0.3530 2667/2692 [============================>.] - ETA: 7s - loss: 429.0061 - logits_profile_predictions_loss: 419.3351 - logcount_predictions_loss: 0.3530 2668/2692 [============================>.] - ETA: 7s - loss: 429.0060 - logits_profile_predictions_loss: 419.3350 - logcount_predictions_loss: 0.3530 2669/2692 [============================>.] - ETA: 7s - loss: 429.0059 - logits_profile_predictions_loss: 419.3349 - logcount_predictions_loss: 0.3530 2670/2692 [============================>.] - ETA: 6s - loss: 429.0058 - logits_profile_predictions_loss: 419.3348 - logcount_predictions_loss: 0.3530 2671/2692 [============================>.] - ETA: 6s - loss: 429.0057 - logits_profile_predictions_loss: 419.3347 - logcount_predictions_loss: 0.3529 2672/2692 [============================>.] - ETA: 6s - loss: 429.0056 - logits_profile_predictions_loss: 419.3346 - logcount_predictions_loss: 0.3529 2673/2692 [============================>.] - ETA: 5s - loss: 429.0054 - logits_profile_predictions_loss: 419.3345 - logcount_predictions_loss: 0.3529 2674/2692 [============================>.] - ETA: 5s - loss: 429.0053 - logits_profile_predictions_loss: 419.3343 - logcount_predictions_loss: 0.3529 2675/2692 [============================>.] - ETA: 5s - loss: 429.0052 - logits_profile_predictions_loss: 419.3342 - logcount_predictions_loss: 0.3529 2676/2692 [============================>.] - ETA: 4s - loss: 429.0051 - logits_profile_predictions_loss: 419.3341 - logcount_predictions_loss: 0.3529 2677/2692 [============================>.] - ETA: 4s - loss: 429.0049 - logits_profile_predictions_loss: 419.3340 - logcount_predictions_loss: 0.3529 2678/2692 [============================>.] - ETA: 4s - loss: 429.0048 - logits_profile_predictions_loss: 419.3339 - logcount_predictions_loss: 0.3529 2679/2692 [============================>.] - ETA: 4s - loss: 429.0047 - logits_profile_predictions_loss: 419.3337 - logcount_predictions_loss: 0.3529 2680/2692 [============================>.] - ETA: 3s - loss: 429.0046 - logits_profile_predictions_loss: 419.3336 - logcount_predictions_loss: 0.3529 2681/2692 [============================>.] - ETA: 3s - loss: 429.0045 - logits_profile_predictions_loss: 419.3335 - logcount_predictions_loss: 0.3529 2682/2692 [============================>.] - ETA: 3s - loss: 429.0043 - logits_profile_predictions_loss: 419.3334 - logcount_predictions_loss: 0.3529 2683/2692 [============================>.] - ETA: 2s - loss: 429.0042 - logits_profile_predictions_loss: 419.3333 - logcount_predictions_loss: 0.3529 2684/2692 [============================>.] - ETA: 2s - loss: 429.0041 - logits_profile_predictions_loss: 419.3332 - logcount_predictions_loss: 0.3529 2685/2692 [============================>.] - ETA: 2s - loss: 429.0040 - logits_profile_predictions_loss: 419.3331 - logcount_predictions_loss: 0.3529 2686/2692 [============================>.] - ETA: 1s - loss: 429.0039 - logits_profile_predictions_loss: 419.3330 - logcount_predictions_loss: 0.3529 2687/2692 [============================>.] - ETA: 1s - loss: 429.0038 - logits_profile_predictions_loss: 419.3329 - logcount_predictions_loss: 0.3529 2688/2692 [============================>.] - ETA: 1s - loss: 429.0037 - logits_profile_predictions_loss: 419.3328 - logcount_predictions_loss: 0.3529 2689/2692 [============================>.] - ETA: 0s - loss: 429.0036 - logits_profile_predictions_loss: 419.3327 - logcount_predictions_loss: 0.3529 2690/2692 [============================>.] - ETA: 0s - loss: 429.0035 - logits_profile_predictions_loss: 419.3326 - logcount_predictions_loss: 0.3529 2691/2692 [============================>.] - ETA: 0s - loss: 429.0034 - logits_profile_predictions_loss: 419.3325 - logcount_predictions_loss: 0.3529 2692/2692 [==============================] - ETA: 0s - loss: 429.0033 - logits_profile_predictions_loss: 419.3324 - logcount_predictions_loss: 0.3529 2692/2692 [==============================] - 867s 322ms/step - loss: 429.0033 - logits_profile_predictions_loss: 419.3324 - logcount_predictions_loss: 0.3529 - val_loss: 522.0615 - val_logits_profile_predictions_loss: 493.6049 - val_logcount_predictions_loss: 1.0386 Epoch 00016: val_loss did not improve from 517.58850 Epoch 17/50 1/2692 [..............................] - ETA: 14:05 - loss: 445.1563 - logits_profile_predictions_loss: 437.8134 - logcount_predictions_loss: 0.2680 2/2692 [..............................] - ETA: 13:38 - loss: 429.9184 - logits_profile_predictions_loss: 421.7065 - logcount_predictions_loss: 0.2997 3/2692 [..............................] - ETA: 13:37 - loss: 427.7257 - logits_profile_predictions_loss: 419.5736 - logcount_predictions_loss: 0.2975 4/2692 [..............................] - ETA: 13:39 - loss: 424.9883 - logits_profile_predictions_loss: 416.9942 - logcount_predictions_loss: 0.2918 5/2692 [..............................] - ETA: 13:38 - loss: 424.5556 - logits_profile_predictions_loss: 416.6610 - logcount_predictions_loss: 0.2881 6/2692 [..............................] - ETA: 13:37 - loss: 424.7138 - logits_profile_predictions_loss: 416.8093 - logcount_predictions_loss: 0.2885 7/2692 [..............................] - ETA: 13:37 - loss: 424.9509 - logits_profile_predictions_loss: 417.0518 - logcount_predictions_loss: 0.2883 8/2692 [..............................] - ETA: 13:37 - loss: 425.5155 - logits_profile_predictions_loss: 417.5962 - logcount_predictions_loss: 0.2890 9/2692 [..............................] - ETA: 13:37 - loss: 426.4128 - logits_profile_predictions_loss: 418.4723 - logcount_predictions_loss: 0.2898 10/2692 [..............................] - ETA: 13:39 - loss: 426.9157 - logits_profile_predictions_loss: 418.9428 - logcount_predictions_loss: 0.2910 11/2692 [..............................] - ETA: 13:39 - loss: 427.0827 - logits_profile_predictions_loss: 419.0870 - logcount_predictions_loss: 0.2918 12/2692 [..............................] - ETA: 13:38 - loss: 427.1960 - logits_profile_predictions_loss: 419.1793 - logcount_predictions_loss: 0.2926 13/2692 [..............................] - ETA: 13:38 - loss: 427.3431 - logits_profile_predictions_loss: 419.2934 - logcount_predictions_loss: 0.2938 14/2692 [..............................] - ETA: 13:38 - loss: 427.0762 - logits_profile_predictions_loss: 418.9995 - logcount_predictions_loss: 0.2948 15/2692 [..............................] - ETA: 13:38 - loss: 427.0188 - logits_profile_predictions_loss: 418.9294 - logcount_predictions_loss: 0.2952 16/2692 [..............................] - ETA: 13:37 - loss: 426.8496 - logits_profile_predictions_loss: 418.7380 - logcount_predictions_loss: 0.2960 17/2692 [..............................] - ETA: 13:37 - loss: 426.7202 - logits_profile_predictions_loss: 418.5895 - logcount_predictions_loss: 0.2967 18/2692 [..............................] - ETA: 13:37 - loss: 426.8666 - logits_profile_predictions_loss: 418.7161 - logcount_predictions_loss: 0.2975 19/2692 [..............................] - ETA: 13:36 - loss: 426.9774 - logits_profile_predictions_loss: 418.8030 - logcount_predictions_loss: 0.2983 20/2692 [..............................] - ETA: 13:36 - loss: 427.0387 - logits_profile_predictions_loss: 418.8417 - logcount_predictions_loss: 0.2992 21/2692 [..............................] - ETA: 13:36 - loss: 427.0899 - logits_profile_predictions_loss: 418.8690 - logcount_predictions_loss: 0.3000 22/2692 [..............................] - ETA: 13:36 - loss: 427.1898 - logits_profile_predictions_loss: 418.9522 - logcount_predictions_loss: 0.3006 23/2692 [..............................] - ETA: 13:35 - loss: 427.3384 - logits_profile_predictions_loss: 419.0881 - logcount_predictions_loss: 0.3011 24/2692 [..............................] - ETA: 13:35 - loss: 427.4512 - logits_profile_predictions_loss: 419.1916 - logcount_predictions_loss: 0.3014 25/2692 [..............................] - ETA: 13:35 - loss: 427.7332 - logits_profile_predictions_loss: 419.4609 - logcount_predictions_loss: 0.3019 26/2692 [..............................] - ETA: 13:35 - loss: 428.0180 - logits_profile_predictions_loss: 419.7321 - logcount_predictions_loss: 0.3024 27/2692 [..............................] - ETA: 13:34 - loss: 428.2964 - logits_profile_predictions_loss: 419.9966 - logcount_predictions_loss: 0.3029 28/2692 [..............................] - ETA: 13:34 - loss: 428.4934 - logits_profile_predictions_loss: 420.1786 - logcount_predictions_loss: 0.3035 29/2692 [..............................] - ETA: 13:34 - loss: 428.7701 - logits_profile_predictions_loss: 420.4427 - logcount_predictions_loss: 0.3039 30/2692 [..............................] - ETA: 13:33 - loss: 429.0099 - logits_profile_predictions_loss: 420.6701 - logcount_predictions_loss: 0.3044 31/2692 [..............................] - ETA: 13:33 - loss: 429.2651 - logits_profile_predictions_loss: 420.9150 - logcount_predictions_loss: 0.3047 32/2692 [..............................] - ETA: 13:33 - loss: 429.4489 - logits_profile_predictions_loss: 421.0919 - logcount_predictions_loss: 0.3050 33/2692 [..............................] - ETA: 13:33 - loss: 429.5638 - logits_profile_predictions_loss: 421.1968 - logcount_predictions_loss: 0.3054 34/2692 [..............................] - ETA: 13:32 - loss: 429.6591 - logits_profile_predictions_loss: 421.2811 - logcount_predictions_loss: 0.3058 35/2692 [..............................] - ETA: 13:32 - loss: 429.7363 - logits_profile_predictions_loss: 421.3473 - logcount_predictions_loss: 0.3062 36/2692 [..............................] - ETA: 13:32 - loss: 429.7920 - logits_profile_predictions_loss: 421.3932 - logcount_predictions_loss: 0.3065 37/2692 [..............................] - ETA: 13:32 - loss: 429.8173 - logits_profile_predictions_loss: 421.4089 - logcount_predictions_loss: 0.3069 38/2692 [..............................] - ETA: 13:31 - loss: 429.8604 - logits_profile_predictions_loss: 421.4443 - logcount_predictions_loss: 0.3072 39/2692 [..............................] - ETA: 13:31 - loss: 429.8855 - 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logits_profile_predictions_loss: 422.1059 - logcount_predictions_loss: 0.3222 352/2692 [==>...........................] - ETA: 12:01 - loss: 430.9319 - logits_profile_predictions_loss: 422.1023 - logcount_predictions_loss: 0.3222 353/2692 [==>...........................] - ETA: 12:00 - loss: 430.9281 - logits_profile_predictions_loss: 422.0985 - logcount_predictions_loss: 0.3222 354/2692 [==>...........................] - ETA: 12:00 - loss: 430.9240 - logits_profile_predictions_loss: 422.0943 - logcount_predictions_loss: 0.3222 355/2692 [==>...........................] - ETA: 12:00 - loss: 430.9201 - logits_profile_predictions_loss: 422.0904 - logcount_predictions_loss: 0.3222 356/2692 [==>...........................] - ETA: 12:00 - loss: 430.9158 - logits_profile_predictions_loss: 422.0862 - logcount_predictions_loss: 0.3222 357/2692 [==>...........................] - ETA: 11:59 - loss: 430.9115 - logits_profile_predictions_loss: 422.0819 - logcount_predictions_loss: 0.3222 358/2692 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logits_profile_predictions_loss: 421.9836 - logcount_predictions_loss: 0.3221 391/2692 [===>..........................] - ETA: 11:49 - loss: 430.8072 - logits_profile_predictions_loss: 421.9803 - logcount_predictions_loss: 0.3221 392/2692 [===>..........................] - ETA: 11:49 - loss: 430.8041 - logits_profile_predictions_loss: 421.9773 - logcount_predictions_loss: 0.3221 393/2692 [===>..........................] - ETA: 11:48 - loss: 430.8009 - logits_profile_predictions_loss: 421.9742 - logcount_predictions_loss: 0.3221 394/2692 [===>..........................] - ETA: 11:48 - loss: 430.7976 - logits_profile_predictions_loss: 421.9710 - logcount_predictions_loss: 0.3221 395/2692 [===>..........................] - ETA: 11:48 - loss: 430.7942 - logits_profile_predictions_loss: 421.9678 - logcount_predictions_loss: 0.3221 396/2692 [===>..........................] - ETA: 11:47 - loss: 430.7911 - logits_profile_predictions_loss: 421.9648 - logcount_predictions_loss: 0.3221 397/2692 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logits_profile_predictions_loss: 421.9479 - logcount_predictions_loss: 0.3221 404/2692 [===>..........................] - ETA: 11:45 - loss: 430.7714 - logits_profile_predictions_loss: 421.9459 - logcount_predictions_loss: 0.3221 405/2692 [===>..........................] - ETA: 11:45 - loss: 430.7692 - logits_profile_predictions_loss: 421.9438 - logcount_predictions_loss: 0.3221 406/2692 [===>..........................] - ETA: 11:44 - loss: 430.7672 - logits_profile_predictions_loss: 421.9419 - logcount_predictions_loss: 0.3221 407/2692 [===>..........................] - ETA: 11:44 - loss: 430.7651 - logits_profile_predictions_loss: 421.9399 - logcount_predictions_loss: 0.3221 408/2692 [===>..........................] - ETA: 11:44 - loss: 430.7630 - logits_profile_predictions_loss: 421.9379 - logcount_predictions_loss: 0.3221 409/2692 [===>..........................] - ETA: 11:43 - loss: 430.7608 - logits_profile_predictions_loss: 421.9358 - logcount_predictions_loss: 0.3221 410/2692 [===>..........................] - ETA: 11:43 - loss: 430.7590 - logits_profile_predictions_loss: 421.9341 - logcount_predictions_loss: 0.3221 411/2692 [===>..........................] - ETA: 11:43 - loss: 430.7571 - logits_profile_predictions_loss: 421.9323 - logcount_predictions_loss: 0.3221 412/2692 [===>..........................] - ETA: 11:42 - loss: 430.7555 - logits_profile_predictions_loss: 421.9308 - logcount_predictions_loss: 0.3221 413/2692 [===>..........................] - ETA: 11:42 - loss: 430.7540 - logits_profile_predictions_loss: 421.9295 - logcount_predictions_loss: 0.3221 414/2692 [===>..........................] - ETA: 11:42 - loss: 430.7525 - logits_profile_predictions_loss: 421.9281 - logcount_predictions_loss: 0.3221 415/2692 [===>..........................] - ETA: 11:42 - loss: 430.7509 - logits_profile_predictions_loss: 421.9266 - logcount_predictions_loss: 0.3221 416/2692 [===>..........................] - ETA: 11:41 - loss: 430.7492 - logits_profile_predictions_loss: 421.9251 - logcount_predictions_loss: 0.3220 417/2692 [===>..........................] - ETA: 11:41 - loss: 430.7472 - logits_profile_predictions_loss: 421.9232 - logcount_predictions_loss: 0.3220 418/2692 [===>..........................] - ETA: 11:41 - loss: 430.7452 - logits_profile_predictions_loss: 421.9213 - logcount_predictions_loss: 0.3220 419/2692 [===>..........................] - ETA: 11:40 - loss: 430.7432 - logits_profile_predictions_loss: 421.9194 - logcount_predictions_loss: 0.3220 420/2692 [===>..........................] - ETA: 11:40 - loss: 430.7412 - logits_profile_predictions_loss: 421.9175 - logcount_predictions_loss: 0.3220 421/2692 [===>..........................] - ETA: 11:40 - loss: 430.7390 - logits_profile_predictions_loss: 421.9155 - logcount_predictions_loss: 0.3220 422/2692 [===>..........................] - ETA: 11:39 - loss: 430.7368 - logits_profile_predictions_loss: 421.9134 - logcount_predictions_loss: 0.3220 423/2692 [===>..........................] - ETA: 11:39 - loss: 430.7344 - logits_profile_predictions_loss: 421.9112 - logcount_predictions_loss: 0.3220 424/2692 [===>..........................] - ETA: 11:39 - loss: 430.7316 - logits_profile_predictions_loss: 421.9086 - logcount_predictions_loss: 0.3220 425/2692 [===>..........................] - ETA: 11:39 - loss: 430.7290 - logits_profile_predictions_loss: 421.9061 - logcount_predictions_loss: 0.3220 426/2692 [===>..........................] - ETA: 11:38 - loss: 430.7265 - logits_profile_predictions_loss: 421.9038 - logcount_predictions_loss: 0.3220 427/2692 [===>..........................] - ETA: 11:38 - loss: 430.7239 - logits_profile_predictions_loss: 421.9014 - logcount_predictions_loss: 0.3220 428/2692 [===>..........................] - ETA: 11:38 - loss: 430.7215 - logits_profile_predictions_loss: 421.8992 - logcount_predictions_loss: 0.3220 429/2692 [===>..........................] - ETA: 11:37 - loss: 430.7193 - logits_profile_predictions_loss: 421.8972 - logcount_predictions_loss: 0.3220 430/2692 [===>..........................] - ETA: 11:37 - loss: 430.7171 - logits_profile_predictions_loss: 421.8952 - logcount_predictions_loss: 0.3220 431/2692 [===>..........................] - ETA: 11:37 - loss: 430.7150 - logits_profile_predictions_loss: 421.8933 - logcount_predictions_loss: 0.3220 432/2692 [===>..........................] - ETA: 11:36 - loss: 430.7130 - logits_profile_predictions_loss: 421.8914 - logcount_predictions_loss: 0.3220 433/2692 [===>..........................] - ETA: 11:36 - loss: 430.7110 - logits_profile_predictions_loss: 421.8897 - logcount_predictions_loss: 0.3219 434/2692 [===>..........................] - ETA: 11:36 - loss: 430.7091 - logits_profile_predictions_loss: 421.8880 - logcount_predictions_loss: 0.3219 435/2692 [===>..........................] - ETA: 11:35 - loss: 430.7071 - logits_profile_predictions_loss: 421.8861 - logcount_predictions_loss: 0.3219 436/2692 [===>..........................] - ETA: 11:35 - loss: 430.7051 - logits_profile_predictions_loss: 421.8842 - logcount_predictions_loss: 0.3219 437/2692 [===>..........................] - ETA: 11:35 - loss: 430.7031 - logits_profile_predictions_loss: 421.8825 - logcount_predictions_loss: 0.3219 438/2692 [===>..........................] - ETA: 11:35 - loss: 430.7010 - logits_profile_predictions_loss: 421.8806 - logcount_predictions_loss: 0.3219 439/2692 [===>..........................] - ETA: 11:34 - loss: 430.6991 - logits_profile_predictions_loss: 421.8788 - logcount_predictions_loss: 0.3219 440/2692 [===>..........................] - ETA: 11:34 - loss: 430.6971 - logits_profile_predictions_loss: 421.8769 - logcount_predictions_loss: 0.3219 441/2692 [===>..........................] - ETA: 11:34 - loss: 430.6951 - logits_profile_predictions_loss: 421.8751 - logcount_predictions_loss: 0.3219 442/2692 [===>..........................] - ETA: 11:33 - loss: 430.6936 - logits_profile_predictions_loss: 421.8737 - logcount_predictions_loss: 0.3219 443/2692 [===>..........................] - ETA: 11:33 - loss: 430.6918 - logits_profile_predictions_loss: 421.8721 - logcount_predictions_loss: 0.3219 444/2692 [===>..........................] - ETA: 11:33 - loss: 430.6901 - logits_profile_predictions_loss: 421.8705 - logcount_predictions_loss: 0.3219 445/2692 [===>..........................] - ETA: 11:32 - loss: 430.6884 - logits_profile_predictions_loss: 421.8691 - logcount_predictions_loss: 0.3219 446/2692 [===>..........................] - ETA: 11:32 - loss: 430.6867 - logits_profile_predictions_loss: 421.8675 - logcount_predictions_loss: 0.3219 447/2692 [===>..........................] - ETA: 11:32 - loss: 430.6848 - logits_profile_predictions_loss: 421.8658 - logcount_predictions_loss: 0.3219 448/2692 [===>..........................] - ETA: 11:31 - loss: 430.6828 - logits_profile_predictions_loss: 421.8639 - logcount_predictions_loss: 0.3219 449/2692 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[====>.........................] - ETA: 11:07 - loss: 430.4576 - logits_profile_predictions_loss: 421.6531 - logcount_predictions_loss: 0.3213 528/2692 [====>.........................] - ETA: 11:07 - loss: 430.4547 - logits_profile_predictions_loss: 421.6503 - logcount_predictions_loss: 0.3213 529/2692 [====>.........................] - ETA: 11:07 - loss: 430.4519 - logits_profile_predictions_loss: 421.6477 - logcount_predictions_loss: 0.3213 530/2692 [====>.........................] - ETA: 11:06 - loss: 430.4491 - logits_profile_predictions_loss: 421.6451 - logcount_predictions_loss: 0.3213 531/2692 [====>.........................] - ETA: 11:06 - loss: 430.4462 - logits_profile_predictions_loss: 421.6424 - logcount_predictions_loss: 0.3213 532/2692 [====>.........................] - ETA: 11:06 - loss: 430.4432 - logits_profile_predictions_loss: 421.6397 - logcount_predictions_loss: 0.3213 533/2692 [====>.........................] - ETA: 11:05 - loss: 430.4403 - 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[=====>........................] - ETA: 11:03 - loss: 430.4181 - logits_profile_predictions_loss: 421.6159 - logcount_predictions_loss: 0.3212 541/2692 [=====>........................] - ETA: 11:03 - loss: 430.4148 - logits_profile_predictions_loss: 421.6128 - logcount_predictions_loss: 0.3212 542/2692 [=====>........................] - ETA: 11:03 - loss: 430.4114 - logits_profile_predictions_loss: 421.6096 - logcount_predictions_loss: 0.3212 543/2692 [=====>........................] - ETA: 11:02 - loss: 430.4082 - logits_profile_predictions_loss: 421.6066 - logcount_predictions_loss: 0.3212 544/2692 [=====>........................] - ETA: 11:02 - loss: 430.4050 - logits_profile_predictions_loss: 421.6036 - logcount_predictions_loss: 0.3212 545/2692 [=====>........................] - ETA: 11:02 - loss: 430.4020 - logits_profile_predictions_loss: 421.6007 - logcount_predictions_loss: 0.3212 546/2692 [=====>........................] - ETA: 11:01 - loss: 430.3989 - 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2680/2692 [============================>.] - ETA: 3s - loss: 427.3119 - logits_profile_predictions_loss: 418.4934 - logcount_predictions_loss: 0.3218 2681/2692 [============================>.] - ETA: 3s - loss: 427.3113 - logits_profile_predictions_loss: 418.4927 - logcount_predictions_loss: 0.3218 2682/2692 [============================>.] - ETA: 3s - loss: 427.3107 - logits_profile_predictions_loss: 418.4921 - logcount_predictions_loss: 0.3218 2683/2692 [============================>.] - ETA: 2s - loss: 427.3100 - logits_profile_predictions_loss: 418.4914 - logcount_predictions_loss: 0.3218 2684/2692 [============================>.] - ETA: 2s - loss: 427.3094 - logits_profile_predictions_loss: 418.4908 - logcount_predictions_loss: 0.3218 2685/2692 [============================>.] - ETA: 2s - loss: 427.3088 - logits_profile_predictions_loss: 418.4901 - logcount_predictions_loss: 0.3218 2686/2692 [============================>.] - ETA: 1s - loss: 427.3081 - logits_profile_predictions_loss: 418.4895 - logcount_predictions_loss: 0.3218 2687/2692 [============================>.] - ETA: 1s - loss: 427.3075 - logits_profile_predictions_loss: 418.4888 - logcount_predictions_loss: 0.3218 2688/2692 [============================>.] - ETA: 1s - loss: 427.3069 - logits_profile_predictions_loss: 418.4882 - logcount_predictions_loss: 0.3218 2689/2692 [============================>.] - ETA: 0s - loss: 427.3063 - logits_profile_predictions_loss: 418.4875 - logcount_predictions_loss: 0.3218 2690/2692 [============================>.] - ETA: 0s - loss: 427.3056 - logits_profile_predictions_loss: 418.4869 - logcount_predictions_loss: 0.3218 2691/2692 [============================>.] - ETA: 0s - loss: 427.3050 - logits_profile_predictions_loss: 418.4862 - logcount_predictions_loss: 0.3218 2692/2692 [==============================] - ETA: 0s - loss: 427.3044 - logits_profile_predictions_loss: 418.4856 - logcount_predictions_loss: 0.3218 2692/2692 [==============================] - 864s 321ms/step - loss: 427.3037 - logits_profile_predictions_loss: 418.4849 - logcount_predictions_loss: 0.3219 - val_loss: 522.6453 - val_logits_profile_predictions_loss: 494.7369 - val_logcount_predictions_loss: 1.0186 Epoch 00017: val_loss did not improve from 517.58850 Restoring model weights from the end of the best epoch. Epoch 00017: early stopping save model save model without bias 2022-09-23_15-56-08: 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/ATAC//ENCSR653VSR//preprocessing/bigWigs/ENCSR653VSR.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_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/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(43990, 10) loading nonpeaks... got split:test for bed regions:(42948, 10) 0/340 100/340 200/340 300/340 2022-09-23_16-02-12: 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/ATAC//ENCSR653VSR//preprocessing/bigWigs/ENCSR653VSR.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_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/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(43990, 10) loading nonpeaks... got split:test for bed regions:(42948, 10) 0/340 100/340 200/340 300/340 2022-09-23_16-07-32: 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/ATAC//ENCSR653VSR//preprocessing/bigWigs/ENCSR653VSR.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_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/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(43990, 10) loading nonpeaks... got split:test for bed regions:(42948, 10) 0/340 100/340 200/340 300/340 2022-09-23_16-10-25: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_16-10-25: 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/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 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: tn5_1 GCACAGTACAGAGCTG 1/40 [..............................] - ETA: 9:55 3/40 [=>............................] - ETA: 17s  4/40 [==>...........................] - ETA: 22s 5/40 [==>...........................] - ETA: 24s 6/40 [===>..........................] - ETA: 25s 7/40 [====>.........................] - ETA: 25s 8/40 [=====>........................] - ETA: 25s 9/40 [=====>........................] - ETA: 25s 10/40 [======>.......................] - ETA: 25s 11/40 [=======>......................] - ETA: 24s 12/40 [========>.....................] - ETA: 23s 13/40 [========>.....................] - ETA: 23s 14/40 [=========>....................] - ETA: 22s 15/40 [==========>...................] - ETA: 21s 16/40 [===========>..................] - ETA: 21s 17/40 [===========>..................] - ETA: 20s 18/40 [============>.................] - ETA: 19s 19/40 [=============>................] - ETA: 18s 20/40 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[==============================] - ETA: 0s 40/40 [==============================] - 69s 1s/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 35s 3/40 [=>............................] - ETA: 34s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 23s 16/40 [===========>..................] - ETA: 22s 17/40 [===========>..................] - ETA: 21s 18/40 [============>.................] - ETA: 20s 19/40 [=============>................] - ETA: 19s 20/40 [==============>...............] - ETA: 18s 21/40 [==============>...............] - ETA: 17s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 37s 958ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 35s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 23s 16/40 [===========>..................] - ETA: 22s 17/40 [===========>..................] - ETA: 21s 18/40 [============>.................] - ETA: 20s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 965ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 23s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 970ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 23s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 971ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 26s 14/40 [=========>....................] - ETA: 25s 15/40 [==========>...................] - ETA: 24s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 974ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 25s 15/40 [==========>...................] - ETA: 24s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 973ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 24s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 972ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 23s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 972ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 36s 3/40 [=>............................] - ETA: 35s 4/40 [==>...........................] - ETA: 34s 5/40 [==>...........................] - ETA: 33s 6/40 [===>..........................] - ETA: 32s 7/40 [====>.........................] - ETA: 31s 8/40 [=====>........................] - ETA: 30s 9/40 [=====>........................] - ETA: 29s 10/40 [======>.......................] - ETA: 28s 11/40 [=======>......................] - ETA: 27s 12/40 [========>.....................] - ETA: 26s 13/40 [========>.....................] - ETA: 25s 14/40 [=========>....................] - ETA: 24s 15/40 [==========>...................] - ETA: 24s 16/40 [===========>..................] - ETA: 23s 17/40 [===========>..................] - ETA: 22s 18/40 [============>.................] - ETA: 21s 19/40 [=============>................] - ETA: 20s 20/40 [==============>...............] - ETA: 19s 21/40 [==============>...............] - ETA: 18s 22/40 [===============>..............] - ETA: 17s 23/40 [================>.............] - ETA: 16s 24/40 [=================>............] - ETA: 15s 25/40 [=================>............] - ETA: 14s 26/40 [==================>...........] - ETA: 13s 27/40 [===================>..........] - ETA: 12s 28/40 [====================>.........] - ETA: 11s 29/40 [====================>.........] - ETA: 10s 30/40 [=====================>........] - ETA: 9s  31/40 [======================>.......] - ETA: 8s 32/40 [=======================>......] - ETA: 7s 33/40 [=======================>......] - ETA: 6s 34/40 [========================>.....] - ETA: 5s 35/40 [=========================>....] - ETA: 4s 36/40 [==========================>...] - ETA: 3s 37/40 [==========================>...] - ETA: 2s 38/40 [===========================>..] - ETA: 1s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 38s 974ms/step Saving marginal footprints 2022-09-23_16-17-38: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//footprints 2022-09-23_16-17-38: 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/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR653VSR//chrombpnet_model_feb15_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 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: tn5_1 GCACAGTACAGAGCTG 1/40 [..............................] - ETA: 7:30 3/40 [=>............................] - ETA: 1s  4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 1s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 24s 324ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 87ms/step inserting motif: tn5_2 GTGCACAGTTCTAGAGTGTGCAG 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step inserting motif: tn5_3 CCTCTACACTGTGCAGAA 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step 1/40 [..............................] - ETA: 1s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step inserting motif: tn5_4 GCACAGTTCTAGACTGTGCAG 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step inserting motif: tn5_5 CTGCACAGTGTAGAGTTGTGC 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 1s 18/40 [============>.................] - ETA: 1s 19/40 [=============>................] - ETA: 1s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 0s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 3s 86ms/step Saving marginal footprints