DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json Wed Oct 12 08:03:36 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 A100-SXM... On | 00000000:81:00.0 Off | 0 | | N/A 29C P0 57W / 400W | 0MiB / 40960MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-10-12_08-03-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//preprocessing/bigWigs/ENCSR221ROM.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/ENCSR880CUB/fold_3/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr2', 'chr3', 'chr4', 'chr7', 'chr8', 'chr9', 'chr11', 'chr12', 'chr13', 'chr15', 'chr16', 'chr17', 'chr19', 'chrX', 'chrY', 'chr6', 'chr21'] Number of peaks input: 156976 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 156976 Number of peaks input: 43024 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 43024 Number of non peaks input: 159866 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 159866 Number of non peaks input: 40133 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40133 Number of peaks after removing outliers: 155245 Number of nonpeaks after removing outliers: 141460 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 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ETA: 0s 4352/4421 [============================>.] - ETA: 0s 4363/4421 [============================>.] - ETA: 0s 4374/4421 [============================>.] - ETA: 0s 4384/4421 [============================>.] - ETA: 0s 4395/4421 [============================>.] - ETA: 0s 4406/4421 [============================>.] - ETA: 0s 4417/4421 [============================>.] - ETA: 0s 4421/4421 [==============================] - ETA: 0s 4421/4421 [==============================] - 35s 5ms/step 2022-10-12_08-11-30: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//preprocessing/bigWigs/ENCSR221ROM.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '9.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(141370, 10) loading nonpeaks... got split:train for bed regions:(130812, 10) loading peaks... got split:valid for bed regions:(13875, 10) loading nonpeaks... got split:valid for bed regions:(10648, 10) Epoch 1/50 1/2430 [..............................] - ETA: 4:34:10 - loss: 386.8398 - logits_profile_predictions_loss: 375.6521 - logcount_predictions_loss: 1.1654 2/2430 [..............................] - ETA: 6:12 - loss: 935.9529 - logits_profile_predictions_loss: 390.7142 - logcount_predictions_loss: 56.7957  3/2430 [..............................] - ETA: 6:09 - loss: 995.0172 - logits_profile_predictions_loss: 390.2921 - logcount_predictions_loss: 62.9922 4/2430 [..............................] - ETA: 6:08 - loss: 979.2252 - logits_profile_predictions_loss: 389.1206 - logcount_predictions_loss: 61.4692 5/2430 [..............................] - ETA: 6:08 - loss: 949.5113 - logits_profile_predictions_loss: 389.4236 - logcount_predictions_loss: 58.3425 6/2430 [..............................] - ETA: 6:07 - loss: 919.2221 - logits_profile_predictions_loss: 390.8217 - logcount_predictions_loss: 55.0417 7/2430 [..............................] - ETA: 6:07 - loss: 889.9185 - logits_profile_predictions_loss: 391.4124 - logcount_predictions_loss: 51.9277 8/2430 [..............................] - ETA: 6:07 - loss: 863.2395 - logits_profile_predictions_loss: 391.9292 - logcount_predictions_loss: 49.0948 9/2430 [..............................] - ETA: 6:07 - loss: 838.4881 - logits_profile_predictions_loss: 391.6786 - logcount_predictions_loss: 46.5427 10/2430 [..............................] - ETA: 6:07 - loss: 816.2918 - logits_profile_predictions_loss: 391.4523 - logcount_predictions_loss: 44.2541 11/2430 [..............................] - ETA: 6:07 - loss: 796.4034 - logits_profile_predictions_loss: 391.2980 - logcount_predictions_loss: 42.1985 12/2430 [..............................] - ETA: 6:06 - loss: 778.2430 - logits_profile_predictions_loss: 390.9510 - logcount_predictions_loss: 40.3429 13/2430 [..............................] - ETA: 6:06 - loss: 761.8560 - logits_profile_predictions_loss: 390.6819 - logcount_predictions_loss: 38.6640 14/2430 [..............................] - ETA: 6:06 - loss: 747.1057 - logits_profile_predictions_loss: 390.5695 - logcount_predictions_loss: 37.1392 15/2430 [..............................] - ETA: 6:05 - loss: 733.9258 - logits_profile_predictions_loss: 390.7399 - logcount_predictions_loss: 35.7485 16/2430 [..............................] - ETA: 6:05 - loss: 721.6263 - logits_profile_predictions_loss: 390.6899 - logcount_predictions_loss: 34.4725 17/2430 [..............................] - ETA: 6:05 - loss: 710.2662 - logits_profile_predictions_loss: 390.6032 - logcount_predictions_loss: 33.2982 18/2430 [..............................] - ETA: 6:05 - loss: 699.9212 - logits_profile_predictions_loss: 390.6518 - logcount_predictions_loss: 32.2156 19/2430 [..............................] - ETA: 6:05 - loss: 690.2975 - logits_profile_predictions_loss: 390.6548 - logcount_predictions_loss: 31.2128 20/2430 [..............................] - ETA: 6:05 - loss: 681.3095 - logits_profile_predictions_loss: 390.6133 - logcount_predictions_loss: 30.2809 21/2430 [..............................] - ETA: 6:05 - loss: 673.0587 - logits_profile_predictions_loss: 390.6863 - logcount_predictions_loss: 29.4138 22/2430 [..............................] - ETA: 6:04 - loss: 665.4212 - logits_profile_predictions_loss: 390.8230 - logcount_predictions_loss: 28.6040 23/2430 [..............................] - ETA: 6:04 - loss: 658.3441 - logits_profile_predictions_loss: 391.0225 - logcount_predictions_loss: 27.8460 24/2430 [..............................] - ETA: 6:04 - loss: 651.6309 - logits_profile_predictions_loss: 391.1470 - logcount_predictions_loss: 27.1337 25/2430 [..............................] - ETA: 6:04 - loss: 645.2717 - logits_profile_predictions_loss: 391.2249 - logcount_predictions_loss: 26.4632 26/2430 [..............................] - ETA: 6:04 - loss: 639.2618 - logits_profile_predictions_loss: 391.2837 - logcount_predictions_loss: 25.8311 27/2430 [..............................] - ETA: 6:04 - loss: 633.5701 - logits_profile_predictions_loss: 391.3270 - logcount_predictions_loss: 25.2337 28/2430 [..............................] - ETA: 6:03 - loss: 628.1875 - logits_profile_predictions_loss: 391.3684 - logcount_predictions_loss: 24.6687 29/2430 [..............................] - ETA: 6:03 - loss: 623.0821 - logits_profile_predictions_loss: 391.4040 - logcount_predictions_loss: 24.1331 30/2430 [..............................] - ETA: 6:03 - loss: 618.2555 - logits_profile_predictions_loss: 391.4562 - logcount_predictions_loss: 23.6249 31/2430 [..............................] - ETA: 6:03 - loss: 613.7033 - logits_profile_predictions_loss: 391.5387 - logcount_predictions_loss: 23.1421 32/2430 [..............................] - ETA: 6:03 - loss: 609.3244 - logits_profile_predictions_loss: 391.5748 - logcount_predictions_loss: 22.6822 33/2430 [..............................] - ETA: 6:03 - loss: 605.0802 - logits_profile_predictions_loss: 391.5432 - logcount_predictions_loss: 22.2434 34/2430 [..............................] - ETA: 6:02 - loss: 601.0461 - logits_profile_predictions_loss: 391.5284 - logcount_predictions_loss: 21.8248 35/2430 [..............................] - ETA: 6:02 - loss: 597.1674 - logits_profile_predictions_loss: 391.4923 - logcount_predictions_loss: 21.4245 36/2430 [..............................] - ETA: 6:02 - loss: 593.4656 - logits_profile_predictions_loss: 391.4652 - logcount_predictions_loss: 21.0417 37/2430 [..............................] - ETA: 6:02 - loss: 589.8816 - logits_profile_predictions_loss: 391.4027 - logcount_predictions_loss: 20.6749 38/2430 [..............................] - ETA: 6:02 - loss: 586.4493 - logits_profile_predictions_loss: 391.3458 - logcount_predictions_loss: 20.3233 39/2430 [..............................] - ETA: 6:02 - loss: 583.1099 - logits_profile_predictions_loss: 391.2484 - logcount_predictions_loss: 19.9856 40/2430 [..............................] - ETA: 6:01 - loss: 579.8988 - logits_profile_predictions_loss: 391.1528 - logcount_predictions_loss: 19.6610 41/2430 [..............................] - ETA: 6:01 - loss: 576.8037 - logits_profile_predictions_loss: 391.0542 - logcount_predictions_loss: 19.3489 42/2430 [..............................] - ETA: 6:01 - loss: 573.8092 - logits_profile_predictions_loss: 390.9445 - logcount_predictions_loss: 19.0484 43/2430 [..............................] - ETA: 6:01 - loss: 570.9078 - logits_profile_predictions_loss: 390.8227 - logcount_predictions_loss: 18.7589 44/2430 [..............................] - ETA: 6:01 - loss: 568.0880 - logits_profile_predictions_loss: 390.6834 - logcount_predictions_loss: 18.4796 45/2430 [..............................] - ETA: 6:01 - loss: 565.3621 - logits_profile_predictions_loss: 390.5436 - logcount_predictions_loss: 18.2103 46/2430 [..............................] - ETA: 6:01 - loss: 562.7574 - logits_profile_predictions_loss: 390.4332 - logcount_predictions_loss: 17.9504 47/2430 [..............................] - ETA: 6:00 - loss: 560.2465 - logits_profile_predictions_loss: 390.3315 - logcount_predictions_loss: 17.6995 48/2430 [..............................] - ETA: 6:00 - loss: 557.8354 - logits_profile_predictions_loss: 390.2478 - logcount_predictions_loss: 17.4570 49/2430 [..............................] - ETA: 6:00 - loss: 555.5409 - logits_profile_predictions_loss: 390.2016 - logcount_predictions_loss: 17.2228 50/2430 [..............................] - ETA: 6:00 - loss: 553.3181 - logits_profile_predictions_loss: 390.1552 - logcount_predictions_loss: 16.9961 51/2430 [..............................] - ETA: 6:00 - loss: 551.1438 - logits_profile_predictions_loss: 390.0894 - logcount_predictions_loss: 16.7765 52/2430 [..............................] - ETA: 6:00 - loss: 549.0302 - logits_profile_predictions_loss: 390.0188 - logcount_predictions_loss: 16.5637 53/2430 [..............................] - ETA: 5:59 - loss: 546.9879 - logits_profile_predictions_loss: 389.9566 - logcount_predictions_loss: 16.3574 54/2430 [..............................] - ETA: 5:59 - loss: 545.0167 - logits_profile_predictions_loss: 389.9042 - logcount_predictions_loss: 16.1576 55/2430 [..............................] - ETA: 5:59 - loss: 543.0965 - logits_profile_predictions_loss: 389.8468 - logcount_predictions_loss: 15.9635 56/2430 [..............................] - ETA: 5:59 - loss: 541.2555 - logits_profile_predictions_loss: 389.8127 - logcount_predictions_loss: 15.7753 57/2430 [..............................] - ETA: 5:59 - loss: 539.4878 - logits_profile_predictions_loss: 389.7986 - logcount_predictions_loss: 15.5926 58/2430 [..............................] - ETA: 5:59 - loss: 537.7564 - logits_profile_predictions_loss: 389.7724 - logcount_predictions_loss: 15.4150 59/2430 [..............................] - ETA: 5:58 - loss: 536.0852 - logits_profile_predictions_loss: 389.7583 - logcount_predictions_loss: 15.2424 60/2430 [..............................] - ETA: 5:58 - loss: 534.4595 - logits_profile_predictions_loss: 389.7447 - logcount_predictions_loss: 15.0745 61/2430 [..............................] - ETA: 5:58 - loss: 532.8650 - logits_profile_predictions_loss: 389.7197 - logcount_predictions_loss: 14.9110 62/2430 [..............................] - ETA: 5:58 - loss: 531.3167 - logits_profile_predictions_loss: 389.6993 - logcount_predictions_loss: 14.7518 63/2430 [..............................] - ETA: 5:58 - loss: 529.8059 - logits_profile_predictions_loss: 389.6770 - logcount_predictions_loss: 14.5968 64/2430 [..............................] - ETA: 5:58 - loss: 528.3373 - logits_profile_predictions_loss: 389.6584 - logcount_predictions_loss: 14.4457 65/2430 [..............................] - ETA: 5:58 - loss: 526.9178 - logits_profile_predictions_loss: 389.6511 - logcount_predictions_loss: 14.2986 66/2430 [..............................] - ETA: 5:57 - loss: 525.5281 - logits_profile_predictions_loss: 389.6390 - logcount_predictions_loss: 14.1551 67/2430 [..............................] - ETA: 5:57 - loss: 524.1541 - logits_profile_predictions_loss: 389.6103 - logcount_predictions_loss: 14.0150 68/2430 [..............................] - ETA: 5:57 - loss: 522.8119 - logits_profile_predictions_loss: 389.5808 - logcount_predictions_loss: 13.8782 69/2430 [..............................] - ETA: 5:57 - loss: 521.4981 - logits_profile_predictions_loss: 389.5488 - logcount_predictions_loss: 13.7447 70/2430 [..............................] - ETA: 5:57 - loss: 520.2171 - logits_profile_predictions_loss: 389.5187 - logcount_predictions_loss: 13.6144 71/2430 [..............................] - ETA: 5:57 - loss: 518.9684 - logits_profile_predictions_loss: 389.4916 - logcount_predictions_loss: 13.4872 72/2430 [..............................] - ETA: 5:56 - loss: 517.7470 - logits_profile_predictions_loss: 389.4637 - logcount_predictions_loss: 13.3628 73/2430 [..............................] - ETA: 5:56 - loss: 516.5570 - logits_profile_predictions_loss: 389.4397 - logcount_predictions_loss: 13.2414 74/2430 [..............................] - ETA: 5:56 - loss: 515.3906 - logits_profile_predictions_loss: 389.4133 - logcount_predictions_loss: 13.1226 75/2430 [..............................] - ETA: 5:56 - loss: 514.2520 - logits_profile_predictions_loss: 389.3895 - logcount_predictions_loss: 13.0065 76/2430 [..............................] - ETA: 5:56 - loss: 513.1409 - logits_profile_predictions_loss: 389.3687 - logcount_predictions_loss: 12.8929 77/2430 [..............................] - ETA: 5:56 - loss: 512.0459 - logits_profile_predictions_loss: 389.3408 - logcount_predictions_loss: 12.7818 78/2430 [..............................] - ETA: 5:55 - loss: 510.9876 - logits_profile_predictions_loss: 389.3258 - logcount_predictions_loss: 12.6731 79/2430 [..............................] - ETA: 5:55 - loss: 509.9490 - logits_profile_predictions_loss: 389.3087 - logcount_predictions_loss: 12.5667 80/2430 [..............................] - ETA: 5:55 - loss: 508.9284 - logits_profile_predictions_loss: 389.2885 - logcount_predictions_loss: 12.4625 81/2430 [>.............................] - ETA: 5:55 - loss: 507.9416 - logits_profile_predictions_loss: 389.2806 - logcount_predictions_loss: 12.3605 82/2430 [>.............................] - ETA: 5:55 - loss: 506.9747 - logits_profile_predictions_loss: 389.2723 - logcount_predictions_loss: 12.2607 83/2430 [>.............................] - ETA: 5:55 - loss: 506.0236 - logits_profile_predictions_loss: 389.2608 - logcount_predictions_loss: 12.1628 84/2430 [>.............................] - ETA: 5:55 - loss: 505.0919 - logits_profile_predictions_loss: 389.2497 - logcount_predictions_loss: 12.0669 85/2430 [>.............................] - ETA: 5:54 - loss: 504.1774 - logits_profile_predictions_loss: 389.2378 - logcount_predictions_loss: 11.9729 86/2430 [>.............................] - ETA: 5:54 - loss: 503.2774 - logits_profile_predictions_loss: 389.2229 - logcount_predictions_loss: 11.8807 87/2430 [>.............................] - ETA: 5:54 - loss: 502.3947 - logits_profile_predictions_loss: 389.2083 - logcount_predictions_loss: 11.7903 88/2430 [>.............................] - ETA: 5:54 - loss: 501.5303 - logits_profile_predictions_loss: 389.1954 - logcount_predictions_loss: 11.7016 89/2430 [>.............................] - ETA: 5:54 - loss: 500.6842 - logits_profile_predictions_loss: 389.1845 - logcount_predictions_loss: 11.6145 90/2430 [>.............................] - ETA: 5:54 - loss: 499.8502 - logits_profile_predictions_loss: 389.1704 - logcount_predictions_loss: 11.5291 91/2430 [>.............................] - ETA: 5:53 - loss: 499.0264 - logits_profile_predictions_loss: 389.1516 - logcount_predictions_loss: 11.4453 92/2430 [>.............................] - ETA: 5:53 - loss: 498.2266 - logits_profile_predictions_loss: 389.1415 - logcount_predictions_loss: 11.3630 93/2430 [>.............................] - ETA: 5:53 - loss: 497.4441 - logits_profile_predictions_loss: 389.1340 - logcount_predictions_loss: 11.2823 94/2430 [>.............................] - ETA: 5:53 - loss: 496.6785 - logits_profile_predictions_loss: 389.1292 - logcount_predictions_loss: 11.2030 95/2430 [>.............................] - ETA: 5:53 - loss: 495.9235 - logits_profile_predictions_loss: 389.1218 - logcount_predictions_loss: 11.1252 96/2430 [>.............................] - ETA: 5:53 - loss: 495.1846 - logits_profile_predictions_loss: 389.1171 - logcount_predictions_loss: 11.0487 97/2430 [>.............................] - ETA: 5:52 - loss: 494.4599 - logits_profile_predictions_loss: 389.1138 - logcount_predictions_loss: 10.9735 98/2430 [>.............................] - ETA: 5:52 - loss: 493.7522 - logits_profile_predictions_loss: 389.1148 - logcount_predictions_loss: 10.8997 99/2430 [>.............................] - ETA: 5:52 - loss: 493.0608 - logits_profile_predictions_loss: 389.1199 - logcount_predictions_loss: 10.8272 100/2430 [>.............................] - ETA: 5:52 - loss: 492.3761 - logits_profile_predictions_loss: 389.1203 - logcount_predictions_loss: 10.7558 101/2430 [>.............................] - ETA: 5:52 - loss: 491.6998 - logits_profile_predictions_loss: 389.1177 - logcount_predictions_loss: 10.6856 102/2430 [>.............................] - ETA: 5:52 - loss: 491.0411 - logits_profile_predictions_loss: 389.1210 - logcount_predictions_loss: 10.6167 103/2430 [>.............................] - ETA: 5:52 - loss: 490.3967 - logits_profile_predictions_loss: 389.1276 - logcount_predictions_loss: 10.5489 104/2430 [>.............................] - ETA: 5:53 - loss: 489.7617 - logits_profile_predictions_loss: 389.1331 - logcount_predictions_loss: 10.4821 105/2430 [>.............................] - ETA: 5:52 - loss: 489.1415 - logits_profile_predictions_loss: 389.1431 - logcount_predictions_loss: 10.4165 106/2430 [>.............................] - ETA: 5:52 - loss: 488.5300 - logits_profile_predictions_loss: 389.1518 - logcount_predictions_loss: 10.3519 107/2430 [>.............................] - ETA: 5:52 - loss: 487.9262 - logits_profile_predictions_loss: 389.1583 - logcount_predictions_loss: 10.2883 108/2430 [>.............................] - ETA: 5:52 - loss: 487.3353 - logits_profile_predictions_loss: 389.1678 - logcount_predictions_loss: 10.2258 109/2430 [>.............................] - ETA: 5:52 - loss: 486.7529 - logits_profile_predictions_loss: 389.1766 - logcount_predictions_loss: 10.1642 110/2430 [>.............................] - ETA: 5:52 - loss: 486.1790 - logits_profile_predictions_loss: 389.1849 - logcount_predictions_loss: 10.1036 111/2430 [>.............................] - ETA: 5:51 - loss: 485.6195 - logits_profile_predictions_loss: 389.1982 - logcount_predictions_loss: 10.0439 112/2430 [>.............................] - ETA: 5:51 - loss: 485.0730 - logits_profile_predictions_loss: 389.2156 - logcount_predictions_loss: 9.9851  113/2430 [>.............................] - ETA: 5:51 - loss: 484.5358 - logits_profile_predictions_loss: 389.2336 - logcount_predictions_loss: 9.9273 114/2430 [>.............................] - ETA: 5:51 - loss: 484.0068 - logits_profile_predictions_loss: 389.2514 - logcount_predictions_loss: 9.8703 115/2430 [>.............................] - ETA: 5:51 - loss: 483.4858 - logits_profile_predictions_loss: 389.2690 - logcount_predictions_loss: 9.8142 116/2430 [>.............................] - ETA: 5:51 - loss: 482.9686 - logits_profile_predictions_loss: 389.2827 - logcount_predictions_loss: 9.7589 117/2430 [>.............................] - ETA: 5:50 - loss: 482.4570 - logits_profile_predictions_loss: 389.2945 - logcount_predictions_loss: 9.7044 118/2430 [>.............................] - ETA: 5:50 - loss: 481.9626 - logits_profile_predictions_loss: 389.3152 - logcount_predictions_loss: 9.6508 119/2430 [>.............................] - ETA: 5:50 - loss: 481.4722 - logits_profile_predictions_loss: 389.3327 - logcount_predictions_loss: 9.5979 120/2430 [>.............................] - ETA: 5:50 - loss: 480.9895 - logits_profile_predictions_loss: 389.3505 - logcount_predictions_loss: 9.5457 121/2430 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[>.............................] - ETA: 5:49 - loss: 470.2013 - logits_profile_predictions_loss: 389.8271 - logcount_predictions_loss: 8.3723 148/2430 [>.............................] - ETA: 5:49 - loss: 469.8679 - logits_profile_predictions_loss: 389.8425 - logcount_predictions_loss: 8.3360 149/2430 [>.............................] - ETA: 5:48 - loss: 469.5382 - logits_profile_predictions_loss: 389.8574 - logcount_predictions_loss: 8.3001 150/2430 [>.............................] - ETA: 5:48 - loss: 469.2145 - logits_profile_predictions_loss: 389.8742 - logcount_predictions_loss: 8.2646 151/2430 [>.............................] - ETA: 5:48 - loss: 468.8940 - logits_profile_predictions_loss: 389.8904 - logcount_predictions_loss: 8.2295 152/2430 [>.............................] - ETA: 5:48 - loss: 468.5775 - logits_profile_predictions_loss: 389.9068 - logcount_predictions_loss: 8.1949 153/2430 [>.............................] - ETA: 5:48 - loss: 468.2664 - 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[===>..........................] - ETA: 5:30 - loss: 438.6935 - logits_profile_predictions_loss: 390.6895 - logcount_predictions_loss: 5.0004 343/2430 [===>..........................] - ETA: 5:30 - loss: 438.6087 - logits_profile_predictions_loss: 390.6849 - logcount_predictions_loss: 4.9921 344/2430 [===>..........................] - ETA: 5:29 - loss: 438.5245 - logits_profile_predictions_loss: 390.6803 - logcount_predictions_loss: 4.9838 345/2430 [===>..........................] - ETA: 5:29 - loss: 438.4412 - logits_profile_predictions_loss: 390.6764 - logcount_predictions_loss: 4.9755 346/2430 [===>..........................] - ETA: 5:29 - loss: 438.3581 - logits_profile_predictions_loss: 390.6721 - logcount_predictions_loss: 4.9673 347/2430 [===>..........................] - ETA: 5:29 - loss: 438.2749 - logits_profile_predictions_loss: 390.6674 - logcount_predictions_loss: 4.9591 348/2430 [===>..........................] - ETA: 5:29 - loss: 438.1921 - 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[===>..........................] - ETA: 5:27 - loss: 437.6168 - logits_profile_predictions_loss: 390.6238 - logcount_predictions_loss: 4.8951 356/2430 [===>..........................] - ETA: 5:27 - loss: 437.5360 - logits_profile_predictions_loss: 390.6181 - logcount_predictions_loss: 4.8873 357/2430 [===>..........................] - ETA: 5:27 - loss: 437.4560 - logits_profile_predictions_loss: 390.6128 - logcount_predictions_loss: 4.8795 358/2430 [===>..........................] - ETA: 5:27 - loss: 437.3766 - logits_profile_predictions_loss: 390.6077 - logcount_predictions_loss: 4.8718 359/2430 [===>..........................] - ETA: 5:27 - loss: 437.2974 - logits_profile_predictions_loss: 390.6025 - logcount_predictions_loss: 4.8640 360/2430 [===>..........................] - ETA: 5:26 - loss: 437.2182 - logits_profile_predictions_loss: 390.5969 - logcount_predictions_loss: 4.8564 361/2430 [===>..........................] - ETA: 5:26 - loss: 437.1390 - 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[===>..........................] - ETA: 5:25 - loss: 436.6000 - logits_profile_predictions_loss: 390.5547 - logcount_predictions_loss: 4.7964 369/2430 [===>..........................] - ETA: 5:25 - loss: 436.5250 - logits_profile_predictions_loss: 390.5501 - logcount_predictions_loss: 4.7891 370/2430 [===>..........................] - ETA: 5:24 - loss: 436.4507 - logits_profile_predictions_loss: 390.5458 - logcount_predictions_loss: 4.7818 371/2430 [===>..........................] - ETA: 5:24 - loss: 436.3762 - logits_profile_predictions_loss: 390.5410 - logcount_predictions_loss: 4.7745 372/2430 [===>..........................] - ETA: 5:24 - loss: 436.3021 - logits_profile_predictions_loss: 390.5363 - logcount_predictions_loss: 4.7673 373/2430 [===>..........................] - ETA: 5:24 - loss: 436.2280 - logits_profile_predictions_loss: 390.5313 - logcount_predictions_loss: 4.7601 374/2430 [===>..........................] - ETA: 5:24 - loss: 436.1543 - 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[===>..........................] - ETA: 5:22 - loss: 435.6548 - logits_profile_predictions_loss: 390.4985 - logcount_predictions_loss: 4.7038 382/2430 [===>..........................] - ETA: 5:22 - loss: 435.5855 - logits_profile_predictions_loss: 390.4953 - logcount_predictions_loss: 4.6969 383/2430 [===>..........................] - ETA: 5:22 - loss: 435.5164 - logits_profile_predictions_loss: 390.4919 - logcount_predictions_loss: 4.6900 384/2430 [===>..........................] - ETA: 5:22 - loss: 435.4475 - logits_profile_predictions_loss: 390.4885 - logcount_predictions_loss: 4.6832 385/2430 [===>..........................] - ETA: 5:22 - loss: 435.3791 - logits_profile_predictions_loss: 390.4852 - logcount_predictions_loss: 4.6764 386/2430 [===>..........................] - ETA: 5:21 - loss: 435.3108 - logits_profile_predictions_loss: 390.4818 - logcount_predictions_loss: 4.6697 387/2430 [===>..........................] - ETA: 5:21 - loss: 435.2428 - logits_profile_predictions_loss: 390.4783 - logcount_predictions_loss: 4.6630 388/2430 [===>..........................] - ETA: 5:21 - loss: 435.1746 - logits_profile_predictions_loss: 390.4745 - logcount_predictions_loss: 4.6563 389/2430 [===>..........................] - ETA: 5:21 - loss: 435.1066 - logits_profile_predictions_loss: 390.4705 - logcount_predictions_loss: 4.6496 390/2430 [===>..........................] - ETA: 5:21 - loss: 435.0387 - logits_profile_predictions_loss: 390.4664 - logcount_predictions_loss: 4.6429 391/2430 [===>..........................] - ETA: 5:20 - loss: 434.9708 - logits_profile_predictions_loss: 390.4619 - logcount_predictions_loss: 4.6363 392/2430 [===>..........................] - ETA: 5:20 - loss: 434.9028 - logits_profile_predictions_loss: 390.4571 - logcount_predictions_loss: 4.6298 393/2430 [===>..........................] - ETA: 5:20 - loss: 434.8350 - logits_profile_predictions_loss: 390.4523 - logcount_predictions_loss: 4.6232 394/2430 [===>..........................] - ETA: 5:20 - loss: 434.7673 - logits_profile_predictions_loss: 390.4473 - logcount_predictions_loss: 4.6167 395/2430 [===>..........................] - ETA: 5:20 - loss: 434.6999 - logits_profile_predictions_loss: 390.4422 - logcount_predictions_loss: 4.6102 396/2430 [===>..........................] - ETA: 5:19 - loss: 434.6326 - logits_profile_predictions_loss: 390.4371 - logcount_predictions_loss: 4.6037 397/2430 [===>..........................] - ETA: 5:19 - loss: 434.5659 - logits_profile_predictions_loss: 390.4322 - logcount_predictions_loss: 4.5973 398/2430 [===>..........................] - ETA: 5:19 - loss: 434.4995 - logits_profile_predictions_loss: 390.4273 - logcount_predictions_loss: 4.5909 399/2430 [===>..........................] - ETA: 5:19 - loss: 434.4335 - logits_profile_predictions_loss: 390.4226 - logcount_predictions_loss: 4.5845 400/2430 [===>..........................] - ETA: 5:19 - loss: 434.3682 - 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logits_profile_predictions_loss: 390.3596 - logcount_predictions_loss: 4.4980 414/2430 [====>.........................] - ETA: 5:16 - loss: 433.4795 - logits_profile_predictions_loss: 390.3556 - logcount_predictions_loss: 4.4921 415/2430 [====>.........................] - ETA: 5:16 - loss: 433.4184 - logits_profile_predictions_loss: 390.3515 - logcount_predictions_loss: 4.4861 416/2430 [====>.........................] - ETA: 5:16 - loss: 433.3574 - logits_profile_predictions_loss: 390.3474 - logcount_predictions_loss: 4.4802 417/2430 [====>.........................] - ETA: 5:16 - loss: 433.2965 - logits_profile_predictions_loss: 390.3430 - logcount_predictions_loss: 4.4743 418/2430 [====>.........................] - ETA: 5:15 - loss: 433.2354 - logits_profile_predictions_loss: 390.3384 - logcount_predictions_loss: 4.4684 419/2430 [====>.........................] - ETA: 5:15 - loss: 433.1747 - logits_profile_predictions_loss: 390.3338 - logcount_predictions_loss: 4.4626 420/2430 [====>.........................] - ETA: 5:15 - loss: 433.1144 - logits_profile_predictions_loss: 390.3294 - logcount_predictions_loss: 4.4568 421/2430 [====>.........................] - ETA: 5:15 - loss: 433.0542 - logits_profile_predictions_loss: 390.3249 - logcount_predictions_loss: 4.4510 422/2430 [====>.........................] - ETA: 5:15 - loss: 432.9942 - logits_profile_predictions_loss: 390.3204 - logcount_predictions_loss: 4.4452 423/2430 [====>.........................] - ETA: 5:14 - loss: 432.9345 - logits_profile_predictions_loss: 390.3158 - logcount_predictions_loss: 4.4394 424/2430 [====>.........................] - ETA: 5:14 - loss: 432.8751 - logits_profile_predictions_loss: 390.3114 - logcount_predictions_loss: 4.4337 425/2430 [====>.........................] - ETA: 5:14 - loss: 432.8158 - logits_profile_predictions_loss: 390.3069 - logcount_predictions_loss: 4.4280 426/2430 [====>.........................] - ETA: 5:14 - loss: 432.7569 - logits_profile_predictions_loss: 390.3024 - logcount_predictions_loss: 4.4223 427/2430 [====>.........................] - ETA: 5:14 - loss: 432.6980 - logits_profile_predictions_loss: 390.2979 - logcount_predictions_loss: 4.4167 428/2430 [====>.........................] - ETA: 5:14 - loss: 432.6391 - logits_profile_predictions_loss: 390.2931 - logcount_predictions_loss: 4.4110 429/2430 [====>.........................] - ETA: 5:13 - loss: 432.5808 - logits_profile_predictions_loss: 390.2885 - logcount_predictions_loss: 4.4054 430/2430 [====>.........................] - ETA: 5:13 - loss: 432.5227 - logits_profile_predictions_loss: 390.2841 - logcount_predictions_loss: 4.3999 431/2430 [====>.........................] - ETA: 5:13 - loss: 432.4647 - logits_profile_predictions_loss: 390.2795 - logcount_predictions_loss: 4.3943 432/2430 [====>.........................] - ETA: 5:13 - loss: 432.4074 - logits_profile_predictions_loss: 390.2753 - logcount_predictions_loss: 4.3888 433/2430 [====>.........................] - ETA: 5:13 - loss: 432.3501 - logits_profile_predictions_loss: 390.2709 - logcount_predictions_loss: 4.3832 434/2430 [====>.........................] - ETA: 5:12 - loss: 432.2931 - logits_profile_predictions_loss: 390.2667 - logcount_predictions_loss: 4.3777 435/2430 [====>.........................] - ETA: 5:12 - loss: 432.2365 - logits_profile_predictions_loss: 390.2626 - logcount_predictions_loss: 4.3723 436/2430 [====>.........................] - ETA: 5:12 - loss: 432.1800 - logits_profile_predictions_loss: 390.2585 - logcount_predictions_loss: 4.3668 437/2430 [====>.........................] - ETA: 5:12 - loss: 432.1238 - logits_profile_predictions_loss: 390.2543 - logcount_predictions_loss: 4.3614 438/2430 [====>.........................] - ETA: 5:12 - loss: 432.0677 - logits_profile_predictions_loss: 390.2501 - logcount_predictions_loss: 4.3560 439/2430 [====>.........................] - ETA: 5:11 - loss: 432.0114 - 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[====>.........................] - ETA: 5:10 - loss: 431.6213 - logits_profile_predictions_loss: 390.2115 - logcount_predictions_loss: 4.3135 447/2430 [====>.........................] - ETA: 5:10 - loss: 431.5662 - logits_profile_predictions_loss: 390.2065 - logcount_predictions_loss: 4.3083 448/2430 [====>.........................] - ETA: 5:10 - loss: 431.5113 - logits_profile_predictions_loss: 390.2014 - logcount_predictions_loss: 4.3031 449/2430 [====>.........................] - ETA: 5:10 - loss: 431.4567 - logits_profile_predictions_loss: 390.1965 - logcount_predictions_loss: 4.2979 450/2430 [====>.........................] - ETA: 5:09 - loss: 431.4020 - logits_profile_predictions_loss: 390.1913 - logcount_predictions_loss: 4.2928 451/2430 [====>.........................] - ETA: 5:09 - loss: 431.3476 - logits_profile_predictions_loss: 390.1862 - logcount_predictions_loss: 4.2876 452/2430 [====>.........................] - ETA: 5:09 - loss: 431.2933 - 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[====>.........................] - ETA: 5:08 - loss: 430.9201 - logits_profile_predictions_loss: 390.1460 - logcount_predictions_loss: 4.2473 460/2430 [====>.........................] - ETA: 5:08 - loss: 430.8674 - logits_profile_predictions_loss: 390.1409 - logcount_predictions_loss: 4.2423 461/2430 [====>.........................] - ETA: 5:08 - loss: 430.8147 - logits_profile_predictions_loss: 390.1356 - logcount_predictions_loss: 4.2374 462/2430 [====>.........................] - ETA: 5:07 - loss: 430.7624 - logits_profile_predictions_loss: 390.1305 - logcount_predictions_loss: 4.2325 463/2430 [====>.........................] - ETA: 5:07 - loss: 430.7102 - logits_profile_predictions_loss: 390.1253 - logcount_predictions_loss: 4.2276 464/2430 [====>.........................] - ETA: 5:07 - loss: 430.6582 - logits_profile_predictions_loss: 390.1202 - logcount_predictions_loss: 4.2227 465/2430 [====>.........................] - ETA: 5:07 - loss: 430.6065 - 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[====>.........................] - ETA: 5:06 - loss: 430.2461 - logits_profile_predictions_loss: 390.0767 - logcount_predictions_loss: 4.1843 473/2430 [====>.........................] - ETA: 5:05 - loss: 430.1952 - logits_profile_predictions_loss: 390.0711 - logcount_predictions_loss: 4.1796 474/2430 [====>.........................] - ETA: 5:05 - loss: 430.1446 - logits_profile_predictions_loss: 390.0657 - logcount_predictions_loss: 4.1749 475/2430 [====>.........................] - ETA: 5:05 - loss: 430.0942 - logits_profile_predictions_loss: 390.0602 - logcount_predictions_loss: 4.1702 476/2430 [====>.........................] - ETA: 5:05 - loss: 430.0439 - logits_profile_predictions_loss: 390.0547 - logcount_predictions_loss: 4.1655 477/2430 [====>.........................] - ETA: 5:05 - loss: 429.9938 - logits_profile_predictions_loss: 390.0493 - logcount_predictions_loss: 4.1609 478/2430 [====>.........................] - ETA: 5:05 - loss: 429.9439 - 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[====>.........................] - ETA: 5:03 - loss: 429.6012 - logits_profile_predictions_loss: 390.0076 - logcount_predictions_loss: 4.1243 486/2430 [=====>........................] - ETA: 5:03 - loss: 429.5529 - logits_profile_predictions_loss: 390.0025 - logcount_predictions_loss: 4.1198 487/2430 [=====>........................] - ETA: 5:03 - loss: 429.5052 - logits_profile_predictions_loss: 389.9977 - logcount_predictions_loss: 4.1154 488/2430 [=====>........................] - ETA: 5:03 - loss: 429.4576 - logits_profile_predictions_loss: 389.9929 - logcount_predictions_loss: 4.1109 489/2430 [=====>........................] - ETA: 5:03 - loss: 429.4101 - logits_profile_predictions_loss: 389.9880 - logcount_predictions_loss: 4.1065 490/2430 [=====>........................] - ETA: 5:02 - loss: 429.3630 - logits_profile_predictions_loss: 389.9833 - logcount_predictions_loss: 4.1020 491/2430 [=====>........................] - ETA: 5:02 - loss: 429.3160 - logits_profile_predictions_loss: 389.9786 - logcount_predictions_loss: 4.0976 492/2430 [=====>........................] - ETA: 5:02 - loss: 429.2696 - logits_profile_predictions_loss: 389.9744 - logcount_predictions_loss: 4.0932 493/2430 [=====>........................] - ETA: 5:02 - loss: 429.2232 - logits_profile_predictions_loss: 389.9700 - logcount_predictions_loss: 4.0889 494/2430 [=====>........................] - ETA: 5:02 - loss: 429.1768 - logits_profile_predictions_loss: 389.9655 - logcount_predictions_loss: 4.0845 495/2430 [=====>........................] - ETA: 5:02 - loss: 429.1307 - logits_profile_predictions_loss: 389.9611 - logcount_predictions_loss: 4.0802 496/2430 [=====>........................] - ETA: 5:01 - loss: 429.0847 - logits_profile_predictions_loss: 389.9566 - logcount_predictions_loss: 4.0758 497/2430 [=====>........................] - ETA: 5:01 - loss: 429.0388 - logits_profile_predictions_loss: 389.9521 - logcount_predictions_loss: 4.0715 498/2430 [=====>........................] - ETA: 5:01 - loss: 428.9930 - logits_profile_predictions_loss: 389.9476 - logcount_predictions_loss: 4.0672 499/2430 [=====>........................] - ETA: 5:01 - loss: 428.9474 - logits_profile_predictions_loss: 389.9431 - logcount_predictions_loss: 4.0629 500/2430 [=====>........................] - ETA: 5:01 - loss: 428.9020 - logits_profile_predictions_loss: 389.9387 - logcount_predictions_loss: 4.0587 501/2430 [=====>........................] - ETA: 5:01 - loss: 428.8570 - logits_profile_predictions_loss: 389.9345 - logcount_predictions_loss: 4.0544 502/2430 [=====>........................] - ETA: 5:01 - loss: 428.8122 - logits_profile_predictions_loss: 389.9304 - logcount_predictions_loss: 4.0502 503/2430 [=====>........................] - ETA: 5:01 - loss: 428.7676 - logits_profile_predictions_loss: 389.9263 - logcount_predictions_loss: 4.0460 504/2430 [=====>........................] - ETA: 5:00 - loss: 428.7234 - 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[=====>........................] - ETA: 4:59 - loss: 428.4185 - logits_profile_predictions_loss: 389.8961 - logcount_predictions_loss: 4.0127 512/2430 [=====>........................] - ETA: 4:59 - loss: 428.3758 - logits_profile_predictions_loss: 389.8926 - logcount_predictions_loss: 4.0087 513/2430 [=====>........................] - ETA: 4:59 - loss: 428.3331 - logits_profile_predictions_loss: 389.8891 - logcount_predictions_loss: 4.0046 514/2430 [=====>........................] - ETA: 4:59 - loss: 428.2905 - logits_profile_predictions_loss: 389.8854 - logcount_predictions_loss: 4.0005 515/2430 [=====>........................] - ETA: 4:58 - loss: 428.2480 - logits_profile_predictions_loss: 389.8817 - logcount_predictions_loss: 3.9965 516/2430 [=====>........................] - ETA: 4:58 - loss: 428.2056 - logits_profile_predictions_loss: 389.8781 - logcount_predictions_loss: 3.9924 517/2430 [=====>........................] - ETA: 4:58 - loss: 428.1637 - logits_profile_predictions_loss: 389.8747 - logcount_predictions_loss: 3.9884 518/2430 [=====>........................] - ETA: 4:58 - loss: 428.1219 - logits_profile_predictions_loss: 389.8713 - logcount_predictions_loss: 3.9844 519/2430 [=====>........................] - ETA: 4:58 - loss: 428.0803 - logits_profile_predictions_loss: 389.8680 - logcount_predictions_loss: 3.9804 520/2430 [=====>........................] - ETA: 4:58 - loss: 428.0387 - logits_profile_predictions_loss: 389.8645 - logcount_predictions_loss: 3.9765 521/2430 [=====>........................] - ETA: 4:57 - loss: 427.9971 - logits_profile_predictions_loss: 389.8610 - logcount_predictions_loss: 3.9725 522/2430 [=====>........................] - ETA: 4:57 - loss: 427.9556 - logits_profile_predictions_loss: 389.8574 - logcount_predictions_loss: 3.9686 523/2430 [=====>........................] - ETA: 4:57 - loss: 427.9141 - logits_profile_predictions_loss: 389.8537 - logcount_predictions_loss: 3.9646 524/2430 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3/2430 [..............................] - ETA: 6:19 - loss: 379.9872 - logits_profile_predictions_loss: 376.9285 - logcount_predictions_loss: 0.3186 4/2430 [..............................] - ETA: 6:15 - loss: 382.0893 - logits_profile_predictions_loss: 379.0438 - logcount_predictions_loss: 0.3172 5/2430 [..............................] - ETA: 6:13 - loss: 384.6170 - logits_profile_predictions_loss: 381.5939 - logcount_predictions_loss: 0.3149 6/2430 [..............................] - ETA: 6:12 - loss: 385.0126 - logits_profile_predictions_loss: 382.0154 - logcount_predictions_loss: 0.3122 7/2430 [..............................] - ETA: 6:11 - loss: 384.9913 - logits_profile_predictions_loss: 382.0180 - logcount_predictions_loss: 0.3097 8/2430 [..............................] - ETA: 6:10 - loss: 384.4153 - logits_profile_predictions_loss: 381.4586 - logcount_predictions_loss: 0.3080 9/2430 [..............................] - ETA: 6:10 - loss: 383.9965 - logits_profile_predictions_loss: 381.0653 - logcount_predictions_loss: 0.3053 10/2430 [..............................] - ETA: 6:09 - loss: 383.4445 - logits_profile_predictions_loss: 380.5304 - logcount_predictions_loss: 0.3036 11/2430 [..............................] - ETA: 6:08 - loss: 383.1081 - logits_profile_predictions_loss: 380.2022 - logcount_predictions_loss: 0.3027 12/2430 [..............................] - ETA: 6:08 - loss: 382.4836 - logits_profile_predictions_loss: 379.5912 - logcount_predictions_loss: 0.3013 13/2430 [..............................] - ETA: 6:08 - loss: 381.8725 - logits_profile_predictions_loss: 378.9916 - logcount_predictions_loss: 0.3001 14/2430 [..............................] - ETA: 6:08 - loss: 381.5131 - logits_profile_predictions_loss: 378.6428 - logcount_predictions_loss: 0.2990 15/2430 [..............................] - ETA: 6:07 - loss: 381.3774 - logits_profile_predictions_loss: 378.5145 - logcount_predictions_loss: 0.2982 16/2430 [..............................] - ETA: 6:07 - 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23/2430 [..............................] - ETA: 6:05 - loss: 382.0062 - logits_profile_predictions_loss: 379.1876 - logcount_predictions_loss: 0.2936 24/2430 [..............................] - ETA: 6:05 - loss: 381.9559 - logits_profile_predictions_loss: 379.1409 - logcount_predictions_loss: 0.2932 25/2430 [..............................] - ETA: 6:05 - loss: 381.8788 - logits_profile_predictions_loss: 379.0661 - logcount_predictions_loss: 0.2930 26/2430 [..............................] - ETA: 6:04 - loss: 381.8035 - logits_profile_predictions_loss: 378.9911 - logcount_predictions_loss: 0.2929 27/2430 [..............................] - ETA: 6:04 - loss: 381.7299 - logits_profile_predictions_loss: 378.9187 - logcount_predictions_loss: 0.2928 28/2430 [..............................] - ETA: 6:04 - loss: 381.6413 - logits_profile_predictions_loss: 378.8305 - logcount_predictions_loss: 0.2928 29/2430 [..............................] - ETA: 6:04 - loss: 381.5599 - 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[=>............................] - ETA: 5:33 - loss: 377.4789 - logits_profile_predictions_loss: 374.5580 - logcount_predictions_loss: 0.3043 233/2430 [=>............................] - ETA: 5:33 - loss: 377.4737 - logits_profile_predictions_loss: 374.5525 - logcount_predictions_loss: 0.3043 234/2430 [=>............................] - ETA: 5:33 - loss: 377.4688 - logits_profile_predictions_loss: 374.5474 - logcount_predictions_loss: 0.3043 235/2430 [=>............................] - ETA: 5:33 - loss: 377.4637 - logits_profile_predictions_loss: 374.5422 - logcount_predictions_loss: 0.3043 236/2430 [=>............................] - ETA: 5:33 - loss: 377.4579 - logits_profile_predictions_loss: 374.5362 - logcount_predictions_loss: 0.3043 237/2430 [=>............................] - ETA: 5:32 - loss: 377.4514 - logits_profile_predictions_loss: 374.5296 - logcount_predictions_loss: 0.3044 238/2430 [=>............................] - ETA: 5:32 - loss: 377.4453 - 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[==>...........................] - ETA: 5:24 - loss: 377.3609 - logits_profile_predictions_loss: 374.4318 - logcount_predictions_loss: 0.3051 298/2430 [==>...........................] - ETA: 5:23 - loss: 377.3593 - logits_profile_predictions_loss: 374.4301 - logcount_predictions_loss: 0.3051 299/2430 [==>...........................] - ETA: 5:23 - loss: 377.3579 - logits_profile_predictions_loss: 374.4286 - logcount_predictions_loss: 0.3052 300/2430 [==>...........................] - ETA: 5:23 - loss: 377.3563 - logits_profile_predictions_loss: 374.4268 - logcount_predictions_loss: 0.3052 301/2430 [==>...........................] - ETA: 5:23 - loss: 377.3543 - logits_profile_predictions_loss: 374.4247 - logcount_predictions_loss: 0.3052 302/2430 [==>...........................] - ETA: 5:23 - loss: 377.3521 - logits_profile_predictions_loss: 374.4224 - logcount_predictions_loss: 0.3052 303/2430 [==>...........................] - ETA: 5:23 - loss: 377.3503 - 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[==>...........................] - ETA: 5:22 - loss: 377.3334 - logits_profile_predictions_loss: 374.4029 - logcount_predictions_loss: 0.3053 311/2430 [==>...........................] - ETA: 5:22 - loss: 377.3314 - logits_profile_predictions_loss: 374.4008 - logcount_predictions_loss: 0.3053 312/2430 [==>...........................] - ETA: 5:21 - loss: 377.3293 - logits_profile_predictions_loss: 374.3986 - logcount_predictions_loss: 0.3053 313/2430 [==>...........................] - ETA: 5:21 - loss: 377.3276 - logits_profile_predictions_loss: 374.3969 - logcount_predictions_loss: 0.3053 314/2430 [==>...........................] - ETA: 5:21 - loss: 377.3260 - logits_profile_predictions_loss: 374.3952 - logcount_predictions_loss: 0.3053 315/2430 [==>...........................] - ETA: 5:21 - loss: 377.3249 - logits_profile_predictions_loss: 374.3941 - logcount_predictions_loss: 0.3053 316/2430 [==>...........................] - ETA: 5:21 - loss: 377.3242 - 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[===>..........................] - ETA: 5:16 - loss: 377.3318 - logits_profile_predictions_loss: 374.3995 - logcount_predictions_loss: 0.3055 350/2430 [===>..........................] - ETA: 5:15 - loss: 377.3310 - logits_profile_predictions_loss: 374.3986 - logcount_predictions_loss: 0.3055 351/2430 [===>..........................] - ETA: 5:15 - loss: 377.3308 - logits_profile_predictions_loss: 374.3984 - logcount_predictions_loss: 0.3055 352/2430 [===>..........................] - ETA: 5:15 - loss: 377.3304 - logits_profile_predictions_loss: 374.3980 - logcount_predictions_loss: 0.3055 353/2430 [===>..........................] - ETA: 5:15 - loss: 377.3300 - logits_profile_predictions_loss: 374.3976 - logcount_predictions_loss: 0.3055 354/2430 [===>..........................] - ETA: 5:15 - loss: 377.3297 - logits_profile_predictions_loss: 374.3972 - logcount_predictions_loss: 0.3055 355/2430 [===>..........................] - ETA: 5:15 - loss: 377.3292 - 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[===>..........................] - ETA: 5:13 - loss: 377.3223 - logits_profile_predictions_loss: 374.3898 - logcount_predictions_loss: 0.3055 363/2430 [===>..........................] - ETA: 5:13 - loss: 377.3212 - logits_profile_predictions_loss: 374.3887 - logcount_predictions_loss: 0.3055 364/2430 [===>..........................] - ETA: 5:13 - loss: 377.3203 - logits_profile_predictions_loss: 374.3877 - logcount_predictions_loss: 0.3055 365/2430 [===>..........................] - ETA: 5:13 - loss: 377.3192 - logits_profile_predictions_loss: 374.3866 - logcount_predictions_loss: 0.3055 366/2430 [===>..........................] - ETA: 5:13 - loss: 377.3181 - logits_profile_predictions_loss: 374.3855 - logcount_predictions_loss: 0.3055 367/2430 [===>..........................] - ETA: 5:13 - loss: 377.3171 - logits_profile_predictions_loss: 374.3845 - logcount_predictions_loss: 0.3055 368/2430 [===>..........................] - ETA: 5:13 - loss: 377.3161 - logits_profile_predictions_loss: 374.3835 - logcount_predictions_loss: 0.3055 369/2430 [===>..........................] - ETA: 5:12 - loss: 377.3153 - logits_profile_predictions_loss: 374.3826 - logcount_predictions_loss: 0.3055 370/2430 [===>..........................] - ETA: 5:12 - loss: 377.3142 - logits_profile_predictions_loss: 374.3816 - logcount_predictions_loss: 0.3055 371/2430 [===>..........................] - ETA: 5:12 - loss: 377.3131 - logits_profile_predictions_loss: 374.3805 - logcount_predictions_loss: 0.3055 372/2430 [===>..........................] - ETA: 5:12 - loss: 377.3124 - logits_profile_predictions_loss: 374.3797 - logcount_predictions_loss: 0.3055 373/2430 [===>..........................] - ETA: 5:12 - loss: 377.3116 - logits_profile_predictions_loss: 374.3789 - logcount_predictions_loss: 0.3055 374/2430 [===>..........................] - ETA: 5:12 - loss: 377.3107 - logits_profile_predictions_loss: 374.3780 - logcount_predictions_loss: 0.3055 375/2430 [===>..........................] - ETA: 5:11 - loss: 377.3100 - logits_profile_predictions_loss: 374.3773 - logcount_predictions_loss: 0.3055 376/2430 [===>..........................] - ETA: 5:11 - loss: 377.3095 - logits_profile_predictions_loss: 374.3768 - logcount_predictions_loss: 0.3055 377/2430 [===>..........................] - ETA: 5:11 - loss: 377.3090 - logits_profile_predictions_loss: 374.3762 - logcount_predictions_loss: 0.3055 378/2430 [===>..........................] - ETA: 5:11 - loss: 377.3086 - logits_profile_predictions_loss: 374.3759 - logcount_predictions_loss: 0.3055 379/2430 [===>..........................] - ETA: 5:11 - loss: 377.3084 - logits_profile_predictions_loss: 374.3757 - logcount_predictions_loss: 0.3055 380/2430 [===>..........................] - ETA: 5:11 - loss: 377.3080 - logits_profile_predictions_loss: 374.3752 - logcount_predictions_loss: 0.3055 381/2430 [===>..........................] - ETA: 5:11 - loss: 377.3075 - logits_profile_predictions_loss: 374.3747 - logcount_predictions_loss: 0.3055 382/2430 [===>..........................] - ETA: 5:10 - loss: 377.3070 - logits_profile_predictions_loss: 374.3742 - logcount_predictions_loss: 0.3055 383/2430 [===>..........................] - ETA: 5:10 - loss: 377.3064 - logits_profile_predictions_loss: 374.3736 - logcount_predictions_loss: 0.3055 384/2430 [===>..........................] - ETA: 5:10 - loss: 377.3059 - logits_profile_predictions_loss: 374.3730 - logcount_predictions_loss: 0.3055 385/2430 [===>..........................] - ETA: 5:10 - loss: 377.3058 - logits_profile_predictions_loss: 374.3729 - logcount_predictions_loss: 0.3055 386/2430 [===>..........................] - ETA: 5:10 - loss: 377.3057 - logits_profile_predictions_loss: 374.3728 - logcount_predictions_loss: 0.3055 387/2430 [===>..........................] - ETA: 5:10 - loss: 377.3053 - logits_profile_predictions_loss: 374.3723 - logcount_predictions_loss: 0.3055 388/2430 [===>..........................] - ETA: 5:09 - loss: 377.3051 - logits_profile_predictions_loss: 374.3721 - logcount_predictions_loss: 0.3055 389/2430 [===>..........................] - ETA: 5:09 - loss: 377.3044 - logits_profile_predictions_loss: 374.3714 - logcount_predictions_loss: 0.3055 390/2430 [===>..........................] - ETA: 5:09 - loss: 377.3040 - logits_profile_predictions_loss: 374.3710 - logcount_predictions_loss: 0.3055 391/2430 [===>..........................] - ETA: 5:09 - loss: 377.3036 - logits_profile_predictions_loss: 374.3706 - logcount_predictions_loss: 0.3055 392/2430 [===>..........................] - ETA: 5:09 - loss: 377.3031 - logits_profile_predictions_loss: 374.3700 - logcount_predictions_loss: 0.3055 393/2430 [===>..........................] - ETA: 5:09 - loss: 377.3026 - logits_profile_predictions_loss: 374.3694 - logcount_predictions_loss: 0.3056 394/2430 [===>..........................] - ETA: 5:09 - loss: 377.3021 - logits_profile_predictions_loss: 374.3689 - logcount_predictions_loss: 0.3056 395/2430 [===>..........................] - ETA: 5:08 - loss: 377.3015 - logits_profile_predictions_loss: 374.3683 - logcount_predictions_loss: 0.3056 396/2430 [===>..........................] - ETA: 5:08 - loss: 377.3015 - logits_profile_predictions_loss: 374.3682 - logcount_predictions_loss: 0.3056 397/2430 [===>..........................] - ETA: 5:08 - loss: 377.3015 - logits_profile_predictions_loss: 374.3682 - logcount_predictions_loss: 0.3056 398/2430 [===>..........................] - ETA: 5:08 - loss: 377.3014 - logits_profile_predictions_loss: 374.3680 - logcount_predictions_loss: 0.3056 399/2430 [===>..........................] - ETA: 5:08 - loss: 377.3015 - logits_profile_predictions_loss: 374.3680 - logcount_predictions_loss: 0.3056 400/2430 [===>..........................] - ETA: 5:08 - loss: 377.3016 - logits_profile_predictions_loss: 374.3681 - logcount_predictions_loss: 0.3056 401/2430 [===>..........................] - ETA: 5:08 - loss: 377.3020 - logits_profile_predictions_loss: 374.3684 - logcount_predictions_loss: 0.3056 402/2430 [===>..........................] - ETA: 5:07 - loss: 377.3025 - logits_profile_predictions_loss: 374.3689 - logcount_predictions_loss: 0.3056 403/2430 [===>..........................] - ETA: 5:07 - loss: 377.3029 - logits_profile_predictions_loss: 374.3692 - logcount_predictions_loss: 0.3056 404/2430 [===>..........................] - ETA: 5:07 - loss: 377.3036 - logits_profile_predictions_loss: 374.3699 - logcount_predictions_loss: 0.3056 405/2430 [====>.........................] - ETA: 5:07 - loss: 377.3039 - logits_profile_predictions_loss: 374.3701 - logcount_predictions_loss: 0.3056 406/2430 [====>.........................] - ETA: 5:07 - loss: 377.3043 - logits_profile_predictions_loss: 374.3705 - logcount_predictions_loss: 0.3056 407/2430 [====>.........................] - ETA: 5:07 - loss: 377.3048 - logits_profile_predictions_loss: 374.3709 - logcount_predictions_loss: 0.3056 408/2430 [====>.........................] - ETA: 5:06 - loss: 377.3053 - logits_profile_predictions_loss: 374.3714 - logcount_predictions_loss: 0.3056 409/2430 [====>.........................] - ETA: 5:06 - loss: 377.3056 - logits_profile_predictions_loss: 374.3716 - logcount_predictions_loss: 0.3056 410/2430 [====>.........................] - ETA: 5:06 - loss: 377.3063 - logits_profile_predictions_loss: 374.3722 - logcount_predictions_loss: 0.3057 411/2430 [====>.........................] - ETA: 5:06 - loss: 377.3067 - logits_profile_predictions_loss: 374.3726 - logcount_predictions_loss: 0.3057 412/2430 [====>.........................] - ETA: 5:06 - loss: 377.3071 - logits_profile_predictions_loss: 374.3729 - logcount_predictions_loss: 0.3057 413/2430 [====>.........................] - ETA: 5:06 - loss: 377.3074 - logits_profile_predictions_loss: 374.3731 - logcount_predictions_loss: 0.3057 414/2430 [====>.........................] - ETA: 5:06 - loss: 377.3072 - logits_profile_predictions_loss: 374.3729 - logcount_predictions_loss: 0.3057 415/2430 [====>.........................] - ETA: 5:05 - loss: 377.3070 - logits_profile_predictions_loss: 374.3725 - logcount_predictions_loss: 0.3057 416/2430 [====>.........................] - ETA: 5:05 - loss: 377.3068 - logits_profile_predictions_loss: 374.3723 - logcount_predictions_loss: 0.3057 417/2430 [====>.........................] - ETA: 5:05 - loss: 377.3069 - logits_profile_predictions_loss: 374.3723 - logcount_predictions_loss: 0.3057 418/2430 [====>.........................] - ETA: 5:05 - loss: 377.3070 - logits_profile_predictions_loss: 374.3723 - logcount_predictions_loss: 0.3057 419/2430 [====>.........................] - ETA: 5:05 - loss: 377.3070 - logits_profile_predictions_loss: 374.3722 - logcount_predictions_loss: 0.3057 420/2430 [====>.........................] - ETA: 5:05 - loss: 377.3069 - logits_profile_predictions_loss: 374.3721 - logcount_predictions_loss: 0.3057 421/2430 [====>.........................] - ETA: 5:04 - loss: 377.3068 - logits_profile_predictions_loss: 374.3719 - logcount_predictions_loss: 0.3057 422/2430 [====>.........................] - ETA: 5:04 - loss: 377.3063 - logits_profile_predictions_loss: 374.3713 - logcount_predictions_loss: 0.3057 423/2430 [====>.........................] - ETA: 5:04 - loss: 377.3056 - logits_profile_predictions_loss: 374.3706 - logcount_predictions_loss: 0.3057 424/2430 [====>.........................] - ETA: 5:04 - loss: 377.3050 - logits_profile_predictions_loss: 374.3699 - logcount_predictions_loss: 0.3058 425/2430 [====>.........................] - ETA: 5:04 - loss: 377.3042 - logits_profile_predictions_loss: 374.3690 - logcount_predictions_loss: 0.3058 426/2430 [====>.........................] - ETA: 5:04 - loss: 377.3035 - logits_profile_predictions_loss: 374.3683 - logcount_predictions_loss: 0.3058 427/2430 [====>.........................] - ETA: 5:04 - loss: 377.3030 - logits_profile_predictions_loss: 374.3677 - logcount_predictions_loss: 0.3058 428/2430 [====>.........................] - ETA: 5:03 - loss: 377.3027 - logits_profile_predictions_loss: 374.3674 - logcount_predictions_loss: 0.3058 429/2430 [====>.........................] - ETA: 5:03 - loss: 377.3027 - logits_profile_predictions_loss: 374.3673 - logcount_predictions_loss: 0.3058 430/2430 [====>.........................] - ETA: 5:03 - loss: 377.3024 - logits_profile_predictions_loss: 374.3670 - logcount_predictions_loss: 0.3058 431/2430 [====>.........................] - ETA: 5:03 - loss: 377.3020 - logits_profile_predictions_loss: 374.3664 - logcount_predictions_loss: 0.3058 432/2430 [====>.........................] - ETA: 5:03 - loss: 377.3016 - logits_profile_predictions_loss: 374.3660 - logcount_predictions_loss: 0.3058 433/2430 [====>.........................] - ETA: 5:03 - loss: 377.3011 - logits_profile_predictions_loss: 374.3655 - logcount_predictions_loss: 0.3058 434/2430 [====>.........................] - ETA: 5:03 - loss: 377.3002 - logits_profile_predictions_loss: 374.3645 - logcount_predictions_loss: 0.3058 435/2430 [====>.........................] - ETA: 5:02 - loss: 377.2991 - logits_profile_predictions_loss: 374.3633 - logcount_predictions_loss: 0.3058 436/2430 [====>.........................] - ETA: 5:02 - loss: 377.2978 - logits_profile_predictions_loss: 374.3620 - logcount_predictions_loss: 0.3058 437/2430 [====>.........................] - ETA: 5:02 - loss: 377.2964 - logits_profile_predictions_loss: 374.3605 - logcount_predictions_loss: 0.3058 438/2430 [====>.........................] - ETA: 5:02 - loss: 377.2947 - logits_profile_predictions_loss: 374.3589 - logcount_predictions_loss: 0.3058 439/2430 [====>.........................] - ETA: 5:02 - loss: 377.2932 - logits_profile_predictions_loss: 374.3573 - logcount_predictions_loss: 0.3058 440/2430 [====>.........................] - ETA: 5:02 - loss: 377.2916 - logits_profile_predictions_loss: 374.3556 - logcount_predictions_loss: 0.3058 441/2430 [====>.........................] - ETA: 5:01 - loss: 377.2906 - logits_profile_predictions_loss: 374.3546 - logcount_predictions_loss: 0.3058 442/2430 [====>.........................] - ETA: 5:01 - loss: 377.2897 - logits_profile_predictions_loss: 374.3536 - logcount_predictions_loss: 0.3059 443/2430 [====>.........................] - ETA: 5:01 - loss: 377.2890 - logits_profile_predictions_loss: 374.3529 - logcount_predictions_loss: 0.3059 444/2430 [====>.........................] - ETA: 5:01 - loss: 377.2884 - logits_profile_predictions_loss: 374.3522 - logcount_predictions_loss: 0.3059 445/2430 [====>.........................] - ETA: 5:01 - loss: 377.2880 - logits_profile_predictions_loss: 374.3518 - logcount_predictions_loss: 0.3059 446/2430 [====>.........................] - ETA: 5:01 - loss: 377.2876 - logits_profile_predictions_loss: 374.3514 - logcount_predictions_loss: 0.3059 447/2430 [====>.........................] - ETA: 5:01 - loss: 377.2872 - logits_profile_predictions_loss: 374.3510 - logcount_predictions_loss: 0.3059 448/2430 [====>.........................] - ETA: 5:00 - loss: 377.2867 - logits_profile_predictions_loss: 374.3504 - logcount_predictions_loss: 0.3059 449/2430 [====>.........................] - ETA: 5:00 - loss: 377.2859 - logits_profile_predictions_loss: 374.3496 - logcount_predictions_loss: 0.3059 450/2430 [====>.........................] - ETA: 5:00 - loss: 377.2849 - logits_profile_predictions_loss: 374.3486 - logcount_predictions_loss: 0.3059 451/2430 [====>.........................] - ETA: 5:00 - loss: 377.2840 - logits_profile_predictions_loss: 374.3476 - logcount_predictions_loss: 0.3059 452/2430 [====>.........................] - ETA: 5:00 - loss: 377.2829 - logits_profile_predictions_loss: 374.3465 - logcount_predictions_loss: 0.3059 453/2430 [====>.........................] - ETA: 5:00 - loss: 377.2816 - logits_profile_predictions_loss: 374.3452 - logcount_predictions_loss: 0.3059 454/2430 [====>.........................] - ETA: 4:59 - loss: 377.2802 - logits_profile_predictions_loss: 374.3437 - logcount_predictions_loss: 0.3059 455/2430 [====>.........................] - ETA: 4:59 - loss: 377.2787 - logits_profile_predictions_loss: 374.3422 - logcount_predictions_loss: 0.3059 456/2430 [====>.........................] - ETA: 4:59 - loss: 377.2772 - logits_profile_predictions_loss: 374.3406 - logcount_predictions_loss: 0.3059 457/2430 [====>.........................] - ETA: 4:59 - loss: 377.2755 - logits_profile_predictions_loss: 374.3389 - logcount_predictions_loss: 0.3059 458/2430 [====>.........................] - ETA: 4:59 - loss: 377.2738 - logits_profile_predictions_loss: 374.3371 - logcount_predictions_loss: 0.3059 459/2430 [====>.........................] - ETA: 4:59 - loss: 377.2720 - 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[====>.........................] - ETA: 4:58 - loss: 377.2554 - logits_profile_predictions_loss: 374.3184 - logcount_predictions_loss: 0.3060 467/2430 [====>.........................] - ETA: 4:57 - loss: 377.2528 - logits_profile_predictions_loss: 374.3158 - logcount_predictions_loss: 0.3060 468/2430 [====>.........................] - ETA: 4:57 - loss: 377.2502 - logits_profile_predictions_loss: 374.3132 - logcount_predictions_loss: 0.3060 469/2430 [====>.........................] - ETA: 4:57 - loss: 377.2476 - logits_profile_predictions_loss: 374.3105 - logcount_predictions_loss: 0.3060 470/2430 [====>.........................] - ETA: 4:57 - loss: 377.2448 - logits_profile_predictions_loss: 374.3077 - logcount_predictions_loss: 0.3060 471/2430 [====>.........................] - ETA: 4:57 - loss: 377.2420 - logits_profile_predictions_loss: 374.3049 - logcount_predictions_loss: 0.3060 472/2430 [====>.........................] - ETA: 4:57 - loss: 377.2394 - 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[=====>........................] - ETA: 4:50 - loss: 377.1549 - logits_profile_predictions_loss: 374.2142 - logcount_predictions_loss: 0.3063 519/2430 [=====>........................] - ETA: 4:50 - loss: 377.1536 - logits_profile_predictions_loss: 374.2129 - logcount_predictions_loss: 0.3063 520/2430 [=====>........................] - ETA: 4:50 - loss: 377.1524 - logits_profile_predictions_loss: 374.2116 - logcount_predictions_loss: 0.3064 521/2430 [=====>........................] - ETA: 4:49 - loss: 377.1511 - logits_profile_predictions_loss: 374.2102 - logcount_predictions_loss: 0.3064 522/2430 [=====>........................] - ETA: 4:49 - loss: 377.1499 - logits_profile_predictions_loss: 374.2088 - logcount_predictions_loss: 0.3064 523/2430 [=====>........................] - ETA: 4:49 - loss: 377.1488 - logits_profile_predictions_loss: 374.2076 - logcount_predictions_loss: 0.3064 524/2430 [=====>........................] - ETA: 4:49 - loss: 377.1476 - 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[=====>........................] - ETA: 4:48 - loss: 377.1386 - logits_profile_predictions_loss: 374.1963 - logcount_predictions_loss: 0.3065 532/2430 [=====>........................] - ETA: 4:48 - loss: 377.1372 - logits_profile_predictions_loss: 374.1948 - logcount_predictions_loss: 0.3065 533/2430 [=====>........................] - ETA: 4:48 - loss: 377.1359 - logits_profile_predictions_loss: 374.1933 - logcount_predictions_loss: 0.3065 534/2430 [=====>........................] - ETA: 4:47 - loss: 377.1347 - logits_profile_predictions_loss: 374.1919 - logcount_predictions_loss: 0.3066 535/2430 [=====>........................] - ETA: 4:47 - loss: 377.1334 - logits_profile_predictions_loss: 374.1905 - logcount_predictions_loss: 0.3066 536/2430 [=====>........................] - ETA: 4:47 - loss: 377.1320 - logits_profile_predictions_loss: 374.1890 - logcount_predictions_loss: 0.3066 537/2430 [=====>........................] - ETA: 4:47 - loss: 377.1306 - 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[=====>........................] - ETA: 4:46 - loss: 377.1205 - logits_profile_predictions_loss: 374.1764 - logcount_predictions_loss: 0.3067 545/2430 [=====>........................] - ETA: 4:46 - loss: 377.1192 - logits_profile_predictions_loss: 374.1750 - logcount_predictions_loss: 0.3067 546/2430 [=====>........................] - ETA: 4:46 - loss: 377.1181 - logits_profile_predictions_loss: 374.1737 - logcount_predictions_loss: 0.3067 547/2430 [=====>........................] - ETA: 4:45 - loss: 377.1171 - logits_profile_predictions_loss: 374.1725 - logcount_predictions_loss: 0.3067 548/2430 [=====>........................] - ETA: 4:45 - loss: 377.1163 - logits_profile_predictions_loss: 374.1716 - logcount_predictions_loss: 0.3068 549/2430 [=====>........................] - ETA: 4:45 - loss: 377.1153 - logits_profile_predictions_loss: 374.1705 - logcount_predictions_loss: 0.3068 550/2430 [=====>........................] - ETA: 4:45 - loss: 377.1140 - 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[=====>........................] - ETA: 4:44 - loss: 377.1070 - logits_profile_predictions_loss: 374.1611 - logcount_predictions_loss: 0.3069 558/2430 [=====>........................] - ETA: 4:44 - loss: 377.1061 - logits_profile_predictions_loss: 374.1602 - logcount_predictions_loss: 0.3069 559/2430 [=====>........................] - ETA: 4:44 - loss: 377.1054 - logits_profile_predictions_loss: 374.1593 - logcount_predictions_loss: 0.3069 560/2430 [=====>........................] - ETA: 4:43 - loss: 377.1047 - logits_profile_predictions_loss: 374.1585 - logcount_predictions_loss: 0.3069 561/2430 [=====>........................] - ETA: 4:43 - loss: 377.1041 - logits_profile_predictions_loss: 374.1578 - logcount_predictions_loss: 0.3069 562/2430 [=====>........................] - ETA: 4:43 - loss: 377.1034 - logits_profile_predictions_loss: 374.1569 - logcount_predictions_loss: 0.3069 563/2430 [=====>........................] - ETA: 4:43 - loss: 377.1028 - 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[==============================] - ETA: 0s - loss: 376.0953 - logits_profile_predictions_loss: 373.1712 - logcount_predictions_loss: 0.3046 2430/2430 [==============================] - 386s 159ms/step - loss: 376.0950 - logits_profile_predictions_loss: 373.1710 - logcount_predictions_loss: 0.3046 - val_loss: 363.2144 - val_logits_profile_predictions_loss: 360.8018 - val_logcount_predictions_loss: 0.2513 Epoch 00002: val_loss improved from 367.17010 to 363.21436, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 3/50 1/2430 [..............................] - ETA: 7:15 - loss: 363.4890 - logits_profile_predictions_loss: 361.1719 - logcount_predictions_loss: 0.2414 2/2430 [..............................] - ETA: 6:07 - loss: 357.6834 - logits_profile_predictions_loss: 355.4489 - logcount_predictions_loss: 0.2328 3/2430 [..............................] - ETA: 6:07 - loss: 354.2505 - 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[..............................] - ETA: 6:06 - loss: 365.4735 - logits_profile_predictions_loss: 363.0255 - logcount_predictions_loss: 0.2550 11/2430 [..............................] - ETA: 6:06 - loss: 365.9932 - logits_profile_predictions_loss: 363.5327 - logcount_predictions_loss: 0.2563 12/2430 [..............................] - ETA: 6:06 - loss: 366.3508 - logits_profile_predictions_loss: 363.8834 - logcount_predictions_loss: 0.2570 13/2430 [..............................] - ETA: 6:06 - loss: 366.8449 - logits_profile_predictions_loss: 364.3746 - logcount_predictions_loss: 0.2573 14/2430 [..............................] - ETA: 6:05 - loss: 367.0261 - logits_profile_predictions_loss: 364.5561 - logcount_predictions_loss: 0.2573 15/2430 [..............................] - ETA: 6:05 - loss: 367.1045 - logits_profile_predictions_loss: 364.6363 - logcount_predictions_loss: 0.2571 16/2430 [..............................] - ETA: 6:05 - loss: 367.2957 - logits_profile_predictions_loss: 364.8307 - logcount_predictions_loss: 0.2568 17/2430 [..............................] - ETA: 6:05 - loss: 367.4670 - logits_profile_predictions_loss: 365.0044 - logcount_predictions_loss: 0.2565 18/2430 [..............................] - ETA: 6:05 - loss: 367.5390 - logits_profile_predictions_loss: 365.0773 - logcount_predictions_loss: 0.2564 19/2430 [..............................] - ETA: 6:04 - loss: 367.7376 - logits_profile_predictions_loss: 365.2764 - logcount_predictions_loss: 0.2564 20/2430 [..............................] - ETA: 6:04 - loss: 368.0676 - logits_profile_predictions_loss: 365.6063 - logcount_predictions_loss: 0.2564 21/2430 [..............................] - ETA: 6:04 - loss: 368.4103 - logits_profile_predictions_loss: 365.9486 - logcount_predictions_loss: 0.2564 22/2430 [..............................] - ETA: 6:04 - loss: 368.7524 - logits_profile_predictions_loss: 366.2907 - logcount_predictions_loss: 0.2564 23/2430 [..............................] - ETA: 6:04 - 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[..............................] - ETA: 6:01 - loss: 373.7705 - logits_profile_predictions_loss: 371.3238 - logcount_predictions_loss: 0.2549 44/2430 [..............................] - ETA: 6:01 - loss: 373.9313 - logits_profile_predictions_loss: 371.4856 - logcount_predictions_loss: 0.2548 45/2430 [..............................] - ETA: 6:01 - loss: 374.0848 - logits_profile_predictions_loss: 371.6398 - logcount_predictions_loss: 0.2547 46/2430 [..............................] - ETA: 6:01 - loss: 374.2219 - logits_profile_predictions_loss: 371.7777 - logcount_predictions_loss: 0.2546 47/2430 [..............................] - ETA: 6:00 - loss: 374.3495 - logits_profile_predictions_loss: 371.9063 - logcount_predictions_loss: 0.2545 48/2430 [..............................] - ETA: 6:00 - loss: 374.4629 - logits_profile_predictions_loss: 372.0201 - logcount_predictions_loss: 0.2545 49/2430 [..............................] - ETA: 6:00 - loss: 374.5662 - logits_profile_predictions_loss: 372.1241 - logcount_predictions_loss: 0.2544 50/2430 [..............................] - ETA: 6:00 - loss: 374.6758 - logits_profile_predictions_loss: 372.2341 - logcount_predictions_loss: 0.2543 51/2430 [..............................] - ETA: 6:00 - loss: 374.7836 - logits_profile_predictions_loss: 372.3425 - logcount_predictions_loss: 0.2543 52/2430 [..............................] - ETA: 6:00 - loss: 374.8922 - logits_profile_predictions_loss: 372.4518 - logcount_predictions_loss: 0.2542 53/2430 [..............................] - ETA: 6:00 - loss: 374.9977 - logits_profile_predictions_loss: 372.5580 - logcount_predictions_loss: 0.2541 54/2430 [..............................] - ETA: 5:59 - loss: 375.0921 - logits_profile_predictions_loss: 372.6530 - logcount_predictions_loss: 0.2541 55/2430 [..............................] - ETA: 5:59 - loss: 375.1939 - logits_profile_predictions_loss: 372.7554 - logcount_predictions_loss: 0.2540 56/2430 [..............................] - ETA: 5:59 - 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[..............................] - ETA: 5:56 - loss: 376.8531 - logits_profile_predictions_loss: 374.4203 - logcount_predictions_loss: 0.2534 77/2430 [..............................] - ETA: 5:56 - loss: 376.9066 - logits_profile_predictions_loss: 374.4740 - logcount_predictions_loss: 0.2534 78/2430 [..............................] - ETA: 5:56 - loss: 376.9555 - logits_profile_predictions_loss: 374.5229 - logcount_predictions_loss: 0.2534 79/2430 [..............................] - ETA: 5:56 - loss: 377.0008 - logits_profile_predictions_loss: 374.5684 - logcount_predictions_loss: 0.2534 80/2430 [..............................] - ETA: 5:56 - loss: 377.0382 - logits_profile_predictions_loss: 374.6060 - logcount_predictions_loss: 0.2534 81/2430 [>.............................] - ETA: 5:55 - loss: 377.0666 - logits_profile_predictions_loss: 374.6348 - logcount_predictions_loss: 0.2533 82/2430 [>.............................] - ETA: 5:55 - loss: 377.0887 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 375.0637 - logcount_predictions_loss: 0.2547 129/2430 [>.............................] - ETA: 5:51 - loss: 377.5210 - logits_profile_predictions_loss: 375.0752 - logcount_predictions_loss: 0.2548 130/2430 [>.............................] - ETA: 5:51 - loss: 377.5318 - logits_profile_predictions_loss: 375.0848 - logcount_predictions_loss: 0.2549 131/2430 [>.............................] - ETA: 5:51 - loss: 377.5443 - logits_profile_predictions_loss: 375.0962 - logcount_predictions_loss: 0.2550 132/2430 [>.............................] - ETA: 5:51 - loss: 377.5576 - logits_profile_predictions_loss: 375.1084 - logcount_predictions_loss: 0.2551 133/2430 [>.............................] - ETA: 5:51 - loss: 377.5724 - logits_profile_predictions_loss: 375.1223 - logcount_predictions_loss: 0.2552 134/2430 [>.............................] - ETA: 5:50 - loss: 377.5855 - logits_profile_predictions_loss: 375.1343 - logcount_predictions_loss: 0.2553 135/2430 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logits_profile_predictions_loss: 375.2091 - logcount_predictions_loss: 0.2561 142/2430 [>.............................] - ETA: 5:49 - loss: 377.6770 - logits_profile_predictions_loss: 375.2178 - logcount_predictions_loss: 0.2562 143/2430 [>.............................] - ETA: 5:49 - loss: 377.6834 - logits_profile_predictions_loss: 375.2233 - logcount_predictions_loss: 0.2563 144/2430 [>.............................] - ETA: 5:49 - loss: 377.6903 - logits_profile_predictions_loss: 375.2293 - logcount_predictions_loss: 0.2564 145/2430 [>.............................] - ETA: 5:49 - loss: 377.6999 - logits_profile_predictions_loss: 375.2380 - logcount_predictions_loss: 0.2564 146/2430 [>.............................] - ETA: 5:49 - loss: 377.7091 - logits_profile_predictions_loss: 375.2464 - logcount_predictions_loss: 0.2565 147/2430 [>.............................] - ETA: 5:49 - loss: 377.7164 - logits_profile_predictions_loss: 375.2529 - logcount_predictions_loss: 0.2566 148/2430 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logits_profile_predictions_loss: 375.2690 - logcount_predictions_loss: 0.2572 155/2430 [>.............................] - ETA: 5:47 - loss: 377.7401 - logits_profile_predictions_loss: 375.2699 - logcount_predictions_loss: 0.2573 156/2430 [>.............................] - ETA: 5:47 - loss: 377.7439 - logits_profile_predictions_loss: 375.2728 - logcount_predictions_loss: 0.2574 157/2430 [>.............................] - ETA: 5:47 - loss: 377.7465 - logits_profile_predictions_loss: 375.2745 - logcount_predictions_loss: 0.2575 158/2430 [>.............................] - ETA: 5:47 - loss: 377.7486 - logits_profile_predictions_loss: 375.2757 - logcount_predictions_loss: 0.2576 159/2430 [>.............................] - ETA: 5:47 - loss: 377.7485 - logits_profile_predictions_loss: 375.2747 - logcount_predictions_loss: 0.2577 160/2430 [>.............................] - ETA: 5:46 - loss: 377.7463 - logits_profile_predictions_loss: 375.2716 - logcount_predictions_loss: 0.2578 161/2430 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logits_profile_predictions_loss: 375.2308 - logcount_predictions_loss: 0.2584 168/2430 [=>............................] - ETA: 5:45 - loss: 377.7057 - logits_profile_predictions_loss: 375.2248 - logcount_predictions_loss: 0.2584 169/2430 [=>............................] - ETA: 5:45 - loss: 377.7000 - logits_profile_predictions_loss: 375.2184 - logcount_predictions_loss: 0.2585 170/2430 [=>............................] - ETA: 5:45 - loss: 377.6944 - logits_profile_predictions_loss: 375.2121 - logcount_predictions_loss: 0.2586 171/2430 [=>............................] - ETA: 5:45 - loss: 377.6889 - logits_profile_predictions_loss: 375.2059 - logcount_predictions_loss: 0.2587 172/2430 [=>............................] - ETA: 5:44 - loss: 377.6808 - logits_profile_predictions_loss: 375.1971 - logcount_predictions_loss: 0.2587 173/2430 [=>............................] - ETA: 5:44 - loss: 377.6734 - logits_profile_predictions_loss: 375.1890 - logcount_predictions_loss: 0.2588 174/2430 [=>............................] - ETA: 5:44 - loss: 377.6660 - logits_profile_predictions_loss: 375.1809 - logcount_predictions_loss: 0.2589 175/2430 [=>............................] - ETA: 5:44 - loss: 377.6583 - logits_profile_predictions_loss: 375.1726 - logcount_predictions_loss: 0.2589 176/2430 [=>............................] - ETA: 5:44 - loss: 377.6503 - logits_profile_predictions_loss: 375.1639 - logcount_predictions_loss: 0.2590 177/2430 [=>............................] - ETA: 5:43 - loss: 377.6426 - logits_profile_predictions_loss: 375.1555 - logcount_predictions_loss: 0.2591 178/2430 [=>............................] - ETA: 5:43 - loss: 377.6344 - logits_profile_predictions_loss: 375.1468 - logcount_predictions_loss: 0.2591 179/2430 [=>............................] - ETA: 5:43 - loss: 377.6266 - logits_profile_predictions_loss: 375.1384 - logcount_predictions_loss: 0.2592 180/2430 [=>............................] - ETA: 5:43 - loss: 377.6178 - 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[=>............................] - ETA: 5:42 - loss: 377.5368 - logits_profile_predictions_loss: 375.0440 - logcount_predictions_loss: 0.2597 188/2430 [=>............................] - ETA: 5:42 - loss: 377.5256 - logits_profile_predictions_loss: 375.0324 - logcount_predictions_loss: 0.2597 189/2430 [=>............................] - ETA: 5:42 - loss: 377.5154 - logits_profile_predictions_loss: 375.0216 - logcount_predictions_loss: 0.2598 190/2430 [=>............................] - ETA: 5:41 - loss: 377.5058 - logits_profile_predictions_loss: 375.0115 - logcount_predictions_loss: 0.2598 191/2430 [=>............................] - ETA: 5:41 - loss: 377.4978 - logits_profile_predictions_loss: 375.0029 - logcount_predictions_loss: 0.2599 192/2430 [=>............................] - ETA: 5:41 - loss: 377.4890 - logits_profile_predictions_loss: 374.9937 - logcount_predictions_loss: 0.2599 193/2430 [=>............................] - ETA: 5:41 - loss: 377.4798 - 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[=>............................] - ETA: 5:40 - loss: 377.4193 - logits_profile_predictions_loss: 374.9201 - logcount_predictions_loss: 0.2603 201/2430 [=>............................] - ETA: 5:40 - loss: 377.4120 - logits_profile_predictions_loss: 374.9124 - logcount_predictions_loss: 0.2604 202/2430 [=>............................] - ETA: 5:39 - loss: 377.4041 - logits_profile_predictions_loss: 374.9041 - logcount_predictions_loss: 0.2604 203/2430 [=>............................] - ETA: 5:39 - loss: 377.3975 - logits_profile_predictions_loss: 374.8971 - logcount_predictions_loss: 0.2605 204/2430 [=>............................] - ETA: 5:39 - loss: 377.3902 - logits_profile_predictions_loss: 374.8894 - logcount_predictions_loss: 0.2605 205/2430 [=>............................] - ETA: 5:39 - loss: 377.3824 - logits_profile_predictions_loss: 374.8812 - logcount_predictions_loss: 0.2605 206/2430 [=>............................] - ETA: 5:39 - loss: 377.3741 - 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[=>............................] - ETA: 5:38 - loss: 377.3163 - logits_profile_predictions_loss: 374.8120 - logcount_predictions_loss: 0.2609 214/2430 [=>............................] - ETA: 5:37 - loss: 377.3082 - logits_profile_predictions_loss: 374.8035 - logcount_predictions_loss: 0.2609 215/2430 [=>............................] - ETA: 5:37 - loss: 377.3001 - logits_profile_predictions_loss: 374.7950 - logcount_predictions_loss: 0.2610 216/2430 [=>............................] - ETA: 5:37 - loss: 377.2914 - logits_profile_predictions_loss: 374.7859 - logcount_predictions_loss: 0.2610 217/2430 [=>............................] - ETA: 5:37 - loss: 377.2826 - logits_profile_predictions_loss: 374.7768 - logcount_predictions_loss: 0.2610 218/2430 [=>............................] - ETA: 5:37 - loss: 377.2749 - logits_profile_predictions_loss: 374.7687 - logcount_predictions_loss: 0.2611 219/2430 [=>............................] - ETA: 5:37 - loss: 377.2681 - 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[============================>.] - ETA: 10s - loss: 372.9835 - logits_profile_predictions_loss: 370.4140 - logcount_predictions_loss: 0.2677 2359/2430 [============================>.] - ETA: 10s - loss: 372.9833 - logits_profile_predictions_loss: 370.4138 - logcount_predictions_loss: 0.2677 2360/2430 [============================>.] - ETA: 10s - loss: 372.9831 - logits_profile_predictions_loss: 370.4136 - logcount_predictions_loss: 0.2677 2361/2430 [============================>.] - ETA: 10s - loss: 372.9829 - logits_profile_predictions_loss: 370.4134 - logcount_predictions_loss: 0.2677 2362/2430 [============================>.] - ETA: 10s - loss: 372.9826 - logits_profile_predictions_loss: 370.4132 - logcount_predictions_loss: 0.2677 2363/2430 [============================>.] - ETA: 10s - loss: 372.9824 - logits_profile_predictions_loss: 370.4129 - logcount_predictions_loss: 0.2677 2364/2430 [============================>.] - ETA: 10s - loss: 372.9822 - 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[============================>.] - ETA: 8s - loss: 372.9809 - logits_profile_predictions_loss: 370.4114 - logcount_predictions_loss: 0.2676 2372/2430 [============================>.] - ETA: 8s - loss: 372.9807 - logits_profile_predictions_loss: 370.4113 - logcount_predictions_loss: 0.2676 2373/2430 [============================>.] - ETA: 8s - loss: 372.9805 - logits_profile_predictions_loss: 370.4111 - logcount_predictions_loss: 0.2676 2374/2430 [============================>.] - ETA: 8s - loss: 372.9803 - logits_profile_predictions_loss: 370.4109 - logcount_predictions_loss: 0.2676 2375/2430 [============================>.] - ETA: 8s - loss: 372.9801 - logits_profile_predictions_loss: 370.4108 - logcount_predictions_loss: 0.2676 2376/2430 [============================>.] - ETA: 8s - loss: 372.9800 - logits_profile_predictions_loss: 370.4106 - logcount_predictions_loss: 0.2676 2377/2430 [============================>.] - ETA: 8s - loss: 372.9798 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 370.3996 - logcount_predictions_loss: 0.2676 2430/2430 [==============================] - 386s 159ms/step - loss: 372.9683 - logits_profile_predictions_loss: 370.3993 - logcount_predictions_loss: 0.2676 - val_loss: 361.2331 - val_logits_profile_predictions_loss: 359.0135 - val_logcount_predictions_loss: 0.2312 Epoch 00003: val_loss improved from 363.21436 to 361.23312, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 4/50 1/2430 [..............................] - ETA: 7:23 - loss: 367.9293 - logits_profile_predictions_loss: 365.5219 - logcount_predictions_loss: 0.2508 2/2430 [..............................] - ETA: 6:24 - loss: 377.7102 - logits_profile_predictions_loss: 375.3497 - logcount_predictions_loss: 0.2459 3/2430 [..............................] - ETA: 6:13 - loss: 382.6214 - logits_profile_predictions_loss: 380.2660 - logcount_predictions_loss: 0.2454 4/2430 [..............................] - ETA: 6:10 - loss: 383.5511 - logits_profile_predictions_loss: 381.2141 - logcount_predictions_loss: 0.2434 5/2430 [..............................] - ETA: 6:09 - loss: 381.9355 - logits_profile_predictions_loss: 379.5841 - logcount_predictions_loss: 0.2449 6/2430 [..............................] - ETA: 6:08 - loss: 382.9158 - logits_profile_predictions_loss: 380.5407 - logcount_predictions_loss: 0.2474 7/2430 [..............................] - ETA: 6:07 - loss: 382.6553 - logits_profile_predictions_loss: 380.2599 - logcount_predictions_loss: 0.2495 8/2430 [..............................] - ETA: 6:06 - loss: 381.8778 - logits_profile_predictions_loss: 379.4823 - logcount_predictions_loss: 0.2495 9/2430 [..............................] - ETA: 6:06 - loss: 381.3132 - logits_profile_predictions_loss: 378.9191 - logcount_predictions_loss: 0.2494 10/2430 [..............................] - ETA: 6:06 - loss: 380.7072 - 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[..............................] - ETA: 6:05 - loss: 380.4425 - logits_profile_predictions_loss: 378.0995 - logcount_predictions_loss: 0.2441 18/2430 [..............................] - ETA: 6:05 - loss: 380.2548 - logits_profile_predictions_loss: 377.9155 - logcount_predictions_loss: 0.2437 19/2430 [..............................] - ETA: 6:05 - loss: 379.9513 - logits_profile_predictions_loss: 377.6152 - logcount_predictions_loss: 0.2433 20/2430 [..............................] - ETA: 6:05 - loss: 379.6700 - logits_profile_predictions_loss: 377.3372 - logcount_predictions_loss: 0.2430 21/2430 [..............................] - ETA: 6:05 - loss: 379.4353 - logits_profile_predictions_loss: 377.1044 - logcount_predictions_loss: 0.2428 22/2430 [..............................] - ETA: 6:04 - loss: 379.1020 - logits_profile_predictions_loss: 376.7724 - logcount_predictions_loss: 0.2427 23/2430 [..............................] - ETA: 6:04 - loss: 378.8745 - logits_profile_predictions_loss: 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[==>...........................] - ETA: 5:31 - loss: 372.1699 - logits_profile_predictions_loss: 369.7476 - logcount_predictions_loss: 0.2523 247/2430 [==>...........................] - ETA: 5:31 - loss: 372.1662 - logits_profile_predictions_loss: 369.7439 - logcount_predictions_loss: 0.2523 248/2430 [==>...........................] - ETA: 5:30 - loss: 372.1637 - logits_profile_predictions_loss: 369.7414 - logcount_predictions_loss: 0.2523 249/2430 [==>...........................] - ETA: 5:30 - loss: 372.1609 - logits_profile_predictions_loss: 369.7387 - logcount_predictions_loss: 0.2523 250/2430 [==>...........................] - ETA: 5:30 - loss: 372.1588 - logits_profile_predictions_loss: 369.7366 - logcount_predictions_loss: 0.2523 251/2430 [==>...........................] - ETA: 5:30 - loss: 372.1564 - logits_profile_predictions_loss: 369.7342 - logcount_predictions_loss: 0.2523 252/2430 [==>...........................] - ETA: 5:30 - loss: 372.1544 - 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[==>...........................] - ETA: 5:29 - loss: 372.1443 - logits_profile_predictions_loss: 369.7221 - logcount_predictions_loss: 0.2523 260/2430 [==>...........................] - ETA: 5:29 - loss: 372.1430 - logits_profile_predictions_loss: 369.7208 - logcount_predictions_loss: 0.2523 261/2430 [==>...........................] - ETA: 5:28 - loss: 372.1424 - logits_profile_predictions_loss: 369.7201 - logcount_predictions_loss: 0.2523 262/2430 [==>...........................] - ETA: 5:28 - loss: 372.1414 - logits_profile_predictions_loss: 369.7191 - logcount_predictions_loss: 0.2523 263/2430 [==>...........................] - ETA: 5:28 - loss: 372.1411 - logits_profile_predictions_loss: 369.7189 - logcount_predictions_loss: 0.2523 264/2430 [==>...........................] - ETA: 5:28 - loss: 372.1405 - logits_profile_predictions_loss: 369.7182 - logcount_predictions_loss: 0.2523 265/2430 [==>...........................] - ETA: 5:28 - loss: 372.1405 - 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[===>..........................] - ETA: 5:13 - loss: 371.9107 - logits_profile_predictions_loss: 369.4905 - logcount_predictions_loss: 0.2521 364/2430 [===>..........................] - ETA: 5:13 - loss: 371.9096 - logits_profile_predictions_loss: 369.4894 - logcount_predictions_loss: 0.2521 365/2430 [===>..........................] - ETA: 5:13 - loss: 371.9083 - logits_profile_predictions_loss: 369.4883 - logcount_predictions_loss: 0.2521 366/2430 [===>..........................] - ETA: 5:12 - loss: 371.9069 - logits_profile_predictions_loss: 369.4869 - logcount_predictions_loss: 0.2521 367/2430 [===>..........................] - ETA: 5:12 - loss: 371.9057 - logits_profile_predictions_loss: 369.4857 - logcount_predictions_loss: 0.2521 368/2430 [===>..........................] - ETA: 5:12 - loss: 371.9050 - logits_profile_predictions_loss: 369.4850 - logcount_predictions_loss: 0.2521 369/2430 [===>..........................] - ETA: 5:12 - loss: 371.9043 - 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[===>..........................] - ETA: 5:11 - loss: 371.8994 - logits_profile_predictions_loss: 369.4797 - logcount_predictions_loss: 0.2521 377/2430 [===>..........................] - ETA: 5:11 - loss: 371.8984 - logits_profile_predictions_loss: 369.4788 - logcount_predictions_loss: 0.2521 378/2430 [===>..........................] - ETA: 5:11 - loss: 371.8975 - logits_profile_predictions_loss: 369.4779 - logcount_predictions_loss: 0.2520 379/2430 [===>..........................] - ETA: 5:10 - loss: 371.8967 - logits_profile_predictions_loss: 369.4772 - logcount_predictions_loss: 0.2520 380/2430 [===>..........................] - ETA: 5:10 - loss: 371.8956 - logits_profile_predictions_loss: 369.4761 - logcount_predictions_loss: 0.2520 381/2430 [===>..........................] - ETA: 5:10 - loss: 371.8947 - logits_profile_predictions_loss: 369.4753 - logcount_predictions_loss: 0.2520 382/2430 [===>..........................] - ETA: 5:10 - loss: 371.8937 - 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[===>..........................] - ETA: 5:09 - loss: 371.8861 - logits_profile_predictions_loss: 369.4671 - logcount_predictions_loss: 0.2520 390/2430 [===>..........................] - ETA: 5:09 - loss: 371.8844 - logits_profile_predictions_loss: 369.4654 - logcount_predictions_loss: 0.2520 391/2430 [===>..........................] - ETA: 5:09 - loss: 371.8823 - logits_profile_predictions_loss: 369.4634 - logcount_predictions_loss: 0.2520 392/2430 [===>..........................] - ETA: 5:09 - loss: 371.8803 - logits_profile_predictions_loss: 369.4614 - logcount_predictions_loss: 0.2520 393/2430 [===>..........................] - ETA: 5:08 - loss: 371.8782 - logits_profile_predictions_loss: 369.4595 - logcount_predictions_loss: 0.2520 394/2430 [===>..........................] - ETA: 5:08 - loss: 371.8761 - logits_profile_predictions_loss: 369.4574 - logcount_predictions_loss: 0.2520 395/2430 [===>..........................] - ETA: 5:08 - loss: 371.8740 - 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[===>..........................] - ETA: 5:07 - loss: 371.8597 - logits_profile_predictions_loss: 369.4416 - logcount_predictions_loss: 0.2519 403/2430 [===>..........................] - ETA: 5:07 - loss: 371.8579 - logits_profile_predictions_loss: 369.4398 - logcount_predictions_loss: 0.2519 404/2430 [===>..........................] - ETA: 5:07 - loss: 371.8562 - logits_profile_predictions_loss: 369.4382 - logcount_predictions_loss: 0.2519 405/2430 [====>.........................] - ETA: 5:07 - loss: 371.8548 - logits_profile_predictions_loss: 369.4369 - logcount_predictions_loss: 0.2519 406/2430 [====>.........................] - ETA: 5:06 - loss: 371.8531 - logits_profile_predictions_loss: 369.4353 - logcount_predictions_loss: 0.2519 407/2430 [====>.........................] - ETA: 5:06 - loss: 371.8517 - logits_profile_predictions_loss: 369.4339 - logcount_predictions_loss: 0.2519 408/2430 [====>.........................] - ETA: 5:06 - loss: 371.8501 - 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[====>.........................] - ETA: 5:05 - loss: 371.8416 - logits_profile_predictions_loss: 369.4244 - logcount_predictions_loss: 0.2518 416/2430 [====>.........................] - ETA: 5:05 - loss: 371.8403 - logits_profile_predictions_loss: 369.4232 - logcount_predictions_loss: 0.2518 417/2430 [====>.........................] - ETA: 5:05 - loss: 371.8393 - logits_profile_predictions_loss: 369.4223 - logcount_predictions_loss: 0.2518 418/2430 [====>.........................] - ETA: 5:05 - loss: 371.8384 - logits_profile_predictions_loss: 369.4214 - logcount_predictions_loss: 0.2518 419/2430 [====>.........................] - ETA: 5:04 - loss: 371.8372 - logits_profile_predictions_loss: 369.4203 - logcount_predictions_loss: 0.2518 420/2430 [====>.........................] - ETA: 5:04 - loss: 371.8363 - logits_profile_predictions_loss: 369.4195 - logcount_predictions_loss: 0.2518 421/2430 [====>.........................] - ETA: 5:04 - loss: 371.8355 - 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[====>.........................] - ETA: 5:03 - loss: 371.8316 - logits_profile_predictions_loss: 369.4154 - logcount_predictions_loss: 0.2517 429/2430 [====>.........................] - ETA: 5:03 - loss: 371.8313 - logits_profile_predictions_loss: 369.4151 - logcount_predictions_loss: 0.2517 430/2430 [====>.........................] - ETA: 5:03 - loss: 371.8308 - logits_profile_predictions_loss: 369.4147 - logcount_predictions_loss: 0.2517 431/2430 [====>.........................] - ETA: 5:03 - loss: 371.8301 - logits_profile_predictions_loss: 369.4141 - logcount_predictions_loss: 0.2517 432/2430 [====>.........................] - ETA: 5:02 - loss: 371.8298 - logits_profile_predictions_loss: 369.4138 - logcount_predictions_loss: 0.2517 433/2430 [====>.........................] - ETA: 5:02 - loss: 371.8298 - logits_profile_predictions_loss: 369.4139 - logcount_predictions_loss: 0.2517 434/2430 [====>.........................] - ETA: 5:02 - loss: 371.8298 - 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[====>.........................] - ETA: 5:01 - loss: 371.8286 - logits_profile_predictions_loss: 369.4131 - logcount_predictions_loss: 0.2516 442/2430 [====>.........................] - ETA: 5:01 - loss: 371.8288 - logits_profile_predictions_loss: 369.4134 - logcount_predictions_loss: 0.2516 443/2430 [====>.........................] - ETA: 5:01 - loss: 371.8290 - logits_profile_predictions_loss: 369.4136 - logcount_predictions_loss: 0.2516 444/2430 [====>.........................] - ETA: 5:01 - loss: 371.8291 - logits_profile_predictions_loss: 369.4137 - logcount_predictions_loss: 0.2516 445/2430 [====>.........................] - ETA: 5:00 - loss: 371.8289 - logits_profile_predictions_loss: 369.4136 - logcount_predictions_loss: 0.2516 446/2430 [====>.........................] - ETA: 5:00 - loss: 371.8288 - logits_profile_predictions_loss: 369.4135 - logcount_predictions_loss: 0.2516 447/2430 [====>.........................] - ETA: 5:00 - loss: 371.8286 - 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[====>.........................] - ETA: 4:59 - loss: 371.8277 - logits_profile_predictions_loss: 369.4127 - logcount_predictions_loss: 0.2516 455/2430 [====>.........................] - ETA: 4:59 - loss: 371.8274 - logits_profile_predictions_loss: 369.4125 - logcount_predictions_loss: 0.2516 456/2430 [====>.........................] - ETA: 4:59 - loss: 371.8274 - logits_profile_predictions_loss: 369.4125 - logcount_predictions_loss: 0.2516 457/2430 [====>.........................] - ETA: 4:59 - loss: 371.8276 - logits_profile_predictions_loss: 369.4128 - logcount_predictions_loss: 0.2516 458/2430 [====>.........................] - ETA: 4:58 - loss: 371.8277 - logits_profile_predictions_loss: 369.4128 - logcount_predictions_loss: 0.2516 459/2430 [====>.........................] - ETA: 4:58 - loss: 371.8278 - logits_profile_predictions_loss: 369.4130 - logcount_predictions_loss: 0.2516 460/2430 [====>.........................] - ETA: 4:58 - loss: 371.8277 - 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[=====>........................] - ETA: 4:49 - loss: 371.8367 - logits_profile_predictions_loss: 369.4241 - logcount_predictions_loss: 0.2513 520/2430 [=====>........................] - ETA: 4:49 - loss: 371.8373 - logits_profile_predictions_loss: 369.4248 - logcount_predictions_loss: 0.2513 521/2430 [=====>........................] - ETA: 4:49 - loss: 371.8379 - logits_profile_predictions_loss: 369.4254 - logcount_predictions_loss: 0.2513 522/2430 [=====>........................] - ETA: 4:49 - loss: 371.8385 - logits_profile_predictions_loss: 369.4260 - logcount_predictions_loss: 0.2513 523/2430 [=====>........................] - ETA: 4:49 - loss: 371.8389 - logits_profile_predictions_loss: 369.4265 - logcount_predictions_loss: 0.2513 524/2430 [=====>........................] - ETA: 4:48 - loss: 371.8392 - logits_profile_predictions_loss: 369.4268 - logcount_predictions_loss: 0.2513 525/2430 [=====>........................] - ETA: 4:48 - loss: 371.8395 - 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[=====>........................] - ETA: 4:45 - loss: 371.8369 - logits_profile_predictions_loss: 369.4253 - logcount_predictions_loss: 0.2512 546/2430 [=====>........................] - ETA: 4:45 - loss: 371.8364 - logits_profile_predictions_loss: 369.4247 - logcount_predictions_loss: 0.2512 547/2430 [=====>........................] - ETA: 4:45 - loss: 371.8358 - logits_profile_predictions_loss: 369.4243 - logcount_predictions_loss: 0.2512 548/2430 [=====>........................] - ETA: 4:45 - loss: 371.8352 - logits_profile_predictions_loss: 369.4237 - logcount_predictions_loss: 0.2512 549/2430 [=====>........................] - ETA: 4:45 - loss: 371.8347 - logits_profile_predictions_loss: 369.4231 - logcount_predictions_loss: 0.2512 550/2430 [=====>........................] - ETA: 4:44 - loss: 371.8341 - logits_profile_predictions_loss: 369.4226 - logcount_predictions_loss: 0.2512 551/2430 [=====>........................] - ETA: 4:44 - loss: 371.8332 - 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logits_profile_predictions_loss: 369.1048 - logcount_predictions_loss: 0.2490 2425/2430 [============================>.] - ETA: 0s - loss: 371.4950 - logits_profile_predictions_loss: 369.1045 - logcount_predictions_loss: 0.2490 2426/2430 [============================>.] - ETA: 0s - loss: 371.4947 - logits_profile_predictions_loss: 369.1043 - logcount_predictions_loss: 0.2490 2427/2430 [============================>.] - ETA: 0s - loss: 371.4945 - logits_profile_predictions_loss: 369.1040 - logcount_predictions_loss: 0.2490 2428/2430 [============================>.] - ETA: 0s - loss: 371.4942 - logits_profile_predictions_loss: 369.1038 - logcount_predictions_loss: 0.2490 2429/2430 [============================>.] - ETA: 0s - loss: 371.4940 - logits_profile_predictions_loss: 369.1036 - logcount_predictions_loss: 0.2490 2430/2430 [==============================] - ETA: 0s - loss: 371.4937 - logits_profile_predictions_loss: 369.1033 - logcount_predictions_loss: 0.2490 2430/2430 [==============================] - 385s 158ms/step - loss: 371.4935 - logits_profile_predictions_loss: 369.1031 - logcount_predictions_loss: 0.2490 - val_loss: 360.2158 - val_logits_profile_predictions_loss: 358.0224 - val_logcount_predictions_loss: 0.2285 Epoch 00004: val_loss improved from 361.23312 to 360.21582, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 5/50 1/2430 [..............................] - ETA: 7:07 - loss: 361.5622 - logits_profile_predictions_loss: 359.2985 - logcount_predictions_loss: 0.2358 2/2430 [..............................] - ETA: 6:07 - loss: 366.4005 - logits_profile_predictions_loss: 364.0300 - logcount_predictions_loss: 0.2469 3/2430 [..............................] - ETA: 6:06 - loss: 367.9343 - logits_profile_predictions_loss: 365.4584 - logcount_predictions_loss: 0.2579 4/2430 [..............................] - ETA: 6:07 - loss: 366.8897 - logits_profile_predictions_loss: 364.4365 - logcount_predictions_loss: 0.2555 5/2430 [..............................] - ETA: 6:06 - loss: 367.4864 - logits_profile_predictions_loss: 365.0569 - logcount_predictions_loss: 0.2531 6/2430 [..............................] - ETA: 6:06 - loss: 367.5160 - logits_profile_predictions_loss: 365.0956 - logcount_predictions_loss: 0.2521 7/2430 [..............................] - ETA: 6:06 - loss: 367.9090 - logits_profile_predictions_loss: 365.5036 - logcount_predictions_loss: 0.2506 8/2430 [..............................] - ETA: 6:06 - loss: 368.8163 - logits_profile_predictions_loss: 366.4120 - logcount_predictions_loss: 0.2504 9/2430 [..............................] - ETA: 6:06 - loss: 369.4464 - logits_profile_predictions_loss: 367.0472 - logcount_predictions_loss: 0.2499 10/2430 [..............................] - ETA: 6:06 - loss: 369.6706 - logits_profile_predictions_loss: 367.2748 - logcount_predictions_loss: 0.2496 11/2430 [..............................] - ETA: 6:06 - loss: 369.5919 - logits_profile_predictions_loss: 367.1951 - logcount_predictions_loss: 0.2497 12/2430 [..............................] - ETA: 6:06 - loss: 369.8115 - logits_profile_predictions_loss: 367.4080 - logcount_predictions_loss: 0.2504 13/2430 [..............................] - ETA: 6:06 - loss: 370.3056 - logits_profile_predictions_loss: 367.8984 - logcount_predictions_loss: 0.2507 14/2430 [..............................] - ETA: 6:05 - loss: 371.2024 - logits_profile_predictions_loss: 368.7907 - logcount_predictions_loss: 0.2512 15/2430 [..............................] - ETA: 6:05 - loss: 371.8717 - logits_profile_predictions_loss: 369.4575 - logcount_predictions_loss: 0.2515 16/2430 [..............................] - ETA: 6:05 - loss: 372.4941 - logits_profile_predictions_loss: 370.0797 - logcount_predictions_loss: 0.2515 17/2430 [..............................] - ETA: 6:05 - loss: 373.0166 - logits_profile_predictions_loss: 370.6017 - logcount_predictions_loss: 0.2516 18/2430 [..............................] - ETA: 6:05 - loss: 373.3188 - logits_profile_predictions_loss: 370.9043 - logcount_predictions_loss: 0.2515 19/2430 [..............................] - ETA: 6:05 - loss: 373.5166 - logits_profile_predictions_loss: 371.1012 - logcount_predictions_loss: 0.2516 20/2430 [..............................] - ETA: 6:05 - loss: 373.6704 - logits_profile_predictions_loss: 371.2555 - logcount_predictions_loss: 0.2515 21/2430 [..............................] - ETA: 6:05 - loss: 373.7653 - logits_profile_predictions_loss: 371.3503 - logcount_predictions_loss: 0.2516 22/2430 [..............................] - ETA: 6:04 - loss: 373.9157 - logits_profile_predictions_loss: 371.5000 - logcount_predictions_loss: 0.2516 23/2430 [..............................] - ETA: 6:04 - loss: 374.0189 - logits_profile_predictions_loss: 371.6038 - logcount_predictions_loss: 0.2516 24/2430 [..............................] - ETA: 6:04 - loss: 374.1325 - logits_profile_predictions_loss: 371.7188 - logcount_predictions_loss: 0.2514 25/2430 [..............................] - ETA: 6:04 - loss: 374.1599 - logits_profile_predictions_loss: 371.7471 - logcount_predictions_loss: 0.2513 26/2430 [..............................] - ETA: 6:04 - loss: 374.1869 - logits_profile_predictions_loss: 371.7748 - logcount_predictions_loss: 0.2513 27/2430 [..............................] - ETA: 6:04 - loss: 374.2239 - logits_profile_predictions_loss: 371.8124 - logcount_predictions_loss: 0.2512 28/2430 [..............................] - ETA: 6:04 - loss: 374.2684 - logits_profile_predictions_loss: 371.8585 - logcount_predictions_loss: 0.2510 29/2430 [..............................] - ETA: 6:03 - loss: 374.2442 - logits_profile_predictions_loss: 371.8365 - logcount_predictions_loss: 0.2508 30/2430 [..............................] - ETA: 6:03 - loss: 374.2580 - logits_profile_predictions_loss: 371.8508 - logcount_predictions_loss: 0.2507 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[..............................] - ETA: 6:01 - loss: 374.8638 - logits_profile_predictions_loss: 372.4726 - logcount_predictions_loss: 0.2491 45/2430 [..............................] - ETA: 6:01 - loss: 374.9139 - logits_profile_predictions_loss: 372.5234 - logcount_predictions_loss: 0.2490 46/2430 [..............................] - ETA: 6:01 - loss: 374.9621 - logits_profile_predictions_loss: 372.5723 - logcount_predictions_loss: 0.2489 47/2430 [..............................] - ETA: 6:01 - loss: 375.0195 - logits_profile_predictions_loss: 372.6306 - logcount_predictions_loss: 0.2488 48/2430 [..............................] - ETA: 6:01 - loss: 375.0900 - logits_profile_predictions_loss: 372.7018 - logcount_predictions_loss: 0.2488 49/2430 [..............................] - ETA: 6:00 - loss: 375.1583 - logits_profile_predictions_loss: 372.7712 - logcount_predictions_loss: 0.2487 50/2430 [..............................] - ETA: 6:00 - loss: 375.2385 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:57 - loss: 376.0063 - logits_profile_predictions_loss: 373.6473 - logcount_predictions_loss: 0.2457 78/2430 [..............................] - ETA: 5:57 - loss: 376.0191 - logits_profile_predictions_loss: 373.6613 - logcount_predictions_loss: 0.2456 79/2430 [..............................] - ETA: 5:57 - loss: 376.0441 - logits_profile_predictions_loss: 373.6873 - logcount_predictions_loss: 0.2455 80/2430 [..............................] - ETA: 5:57 - loss: 376.0585 - logits_profile_predictions_loss: 373.7027 - logcount_predictions_loss: 0.2454 81/2430 [>.............................] - ETA: 5:56 - loss: 376.0779 - logits_profile_predictions_loss: 373.7230 - logcount_predictions_loss: 0.2453 82/2430 [>.............................] - ETA: 5:56 - loss: 376.1014 - logits_profile_predictions_loss: 373.7475 - logcount_predictions_loss: 0.2452 83/2430 [>.............................] - ETA: 5:56 - loss: 376.1301 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:56 - loss: 374.7137 - logits_profile_predictions_loss: 372.4178 - logcount_predictions_loss: 0.2392 475/2430 [====>.........................] - ETA: 4:56 - loss: 374.7091 - logits_profile_predictions_loss: 372.4132 - logcount_predictions_loss: 0.2392 476/2430 [====>.........................] - ETA: 4:56 - loss: 374.7044 - logits_profile_predictions_loss: 372.4085 - logcount_predictions_loss: 0.2392 477/2430 [====>.........................] - ETA: 4:56 - loss: 374.6998 - logits_profile_predictions_loss: 372.4039 - logcount_predictions_loss: 0.2392 478/2430 [====>.........................] - ETA: 4:56 - loss: 374.6951 - logits_profile_predictions_loss: 372.3993 - logcount_predictions_loss: 0.2392 479/2430 [====>.........................] - ETA: 4:55 - loss: 374.6904 - logits_profile_predictions_loss: 372.3946 - logcount_predictions_loss: 0.2391 480/2430 [====>.........................] - ETA: 4:55 - loss: 374.6855 - 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[=====>........................] - ETA: 4:54 - loss: 374.6492 - logits_profile_predictions_loss: 372.3536 - logcount_predictions_loss: 0.2391 488/2430 [=====>........................] - ETA: 4:54 - loss: 374.6441 - logits_profile_predictions_loss: 372.3485 - logcount_predictions_loss: 0.2391 489/2430 [=====>........................] - ETA: 4:54 - loss: 374.6387 - logits_profile_predictions_loss: 372.3432 - logcount_predictions_loss: 0.2391 490/2430 [=====>........................] - ETA: 4:54 - loss: 374.6332 - logits_profile_predictions_loss: 372.3377 - logcount_predictions_loss: 0.2391 491/2430 [=====>........................] - ETA: 4:54 - loss: 374.6276 - logits_profile_predictions_loss: 372.3321 - logcount_predictions_loss: 0.2391 492/2430 [=====>........................] - ETA: 4:54 - loss: 374.6222 - logits_profile_predictions_loss: 372.3267 - logcount_predictions_loss: 0.2391 493/2430 [=====>........................] - ETA: 4:53 - loss: 374.6169 - 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[=====>........................] - ETA: 4:52 - loss: 374.5783 - logits_profile_predictions_loss: 372.2832 - logcount_predictions_loss: 0.2391 501/2430 [=====>........................] - ETA: 4:52 - loss: 374.5726 - logits_profile_predictions_loss: 372.2776 - logcount_predictions_loss: 0.2391 502/2430 [=====>........................] - ETA: 4:52 - loss: 374.5671 - logits_profile_predictions_loss: 372.2720 - logcount_predictions_loss: 0.2391 503/2430 [=====>........................] - ETA: 4:52 - loss: 374.5616 - logits_profile_predictions_loss: 372.2666 - logcount_predictions_loss: 0.2391 504/2430 [=====>........................] - ETA: 4:52 - loss: 374.5560 - logits_profile_predictions_loss: 372.2610 - logcount_predictions_loss: 0.2391 505/2430 [=====>........................] - ETA: 4:52 - loss: 374.5503 - logits_profile_predictions_loss: 372.2554 - logcount_predictions_loss: 0.2391 506/2430 [=====>........................] - ETA: 4:51 - loss: 374.5447 - 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[=====>........................] - ETA: 4:50 - loss: 374.5030 - logits_profile_predictions_loss: 372.2083 - logcount_predictions_loss: 0.2390 514/2430 [=====>........................] - ETA: 4:50 - loss: 374.4973 - logits_profile_predictions_loss: 372.2027 - logcount_predictions_loss: 0.2390 515/2430 [=====>........................] - ETA: 4:50 - loss: 374.4914 - logits_profile_predictions_loss: 372.1968 - logcount_predictions_loss: 0.2390 516/2430 [=====>........................] - ETA: 4:50 - loss: 374.4858 - logits_profile_predictions_loss: 372.1912 - logcount_predictions_loss: 0.2390 517/2430 [=====>........................] - ETA: 4:50 - loss: 374.4802 - logits_profile_predictions_loss: 372.1857 - logcount_predictions_loss: 0.2390 518/2430 [=====>........................] - ETA: 4:50 - loss: 374.4745 - logits_profile_predictions_loss: 372.1800 - logcount_predictions_loss: 0.2390 519/2430 [=====>........................] - ETA: 4:49 - loss: 374.4688 - 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[===========================>..] - ETA: 12s - loss: 371.1281 - logits_profile_predictions_loss: 368.8594 - logcount_predictions_loss: 0.2363 2347/2430 [===========================>..] - ETA: 12s - loss: 371.1273 - logits_profile_predictions_loss: 368.8585 - logcount_predictions_loss: 0.2363 2348/2430 [===========================>..] - ETA: 12s - loss: 371.1264 - logits_profile_predictions_loss: 368.8577 - logcount_predictions_loss: 0.2363 2349/2430 [============================>.] - ETA: 12s - loss: 371.1256 - logits_profile_predictions_loss: 368.8569 - logcount_predictions_loss: 0.2363 2350/2430 [============================>.] - ETA: 12s - loss: 371.1247 - logits_profile_predictions_loss: 368.8560 - logcount_predictions_loss: 0.2363 2351/2430 [============================>.] - ETA: 11s - loss: 371.1238 - logits_profile_predictions_loss: 368.8552 - logcount_predictions_loss: 0.2363 2352/2430 [============================>.] - ETA: 11s - loss: 371.1230 - logits_profile_predictions_loss: 368.8543 - logcount_predictions_loss: 0.2363 2353/2430 [============================>.] - ETA: 11s - loss: 371.1221 - logits_profile_predictions_loss: 368.8535 - logcount_predictions_loss: 0.2363 2354/2430 [============================>.] - ETA: 11s - loss: 371.1213 - logits_profile_predictions_loss: 368.8526 - logcount_predictions_loss: 0.2363 2355/2430 [============================>.] - ETA: 11s - loss: 371.1204 - logits_profile_predictions_loss: 368.8518 - logcount_predictions_loss: 0.2363 2356/2430 [============================>.] - ETA: 11s - loss: 371.1195 - logits_profile_predictions_loss: 368.8509 - logcount_predictions_loss: 0.2363 2357/2430 [============================>.] - ETA: 11s - loss: 371.1187 - logits_profile_predictions_loss: 368.8501 - logcount_predictions_loss: 0.2363 2358/2430 [============================>.] - ETA: 10s - loss: 371.1178 - logits_profile_predictions_loss: 368.8493 - logcount_predictions_loss: 0.2363 2359/2430 [============================>.] - ETA: 10s - loss: 371.1170 - logits_profile_predictions_loss: 368.8485 - logcount_predictions_loss: 0.2363 2360/2430 [============================>.] - ETA: 10s - loss: 371.1162 - logits_profile_predictions_loss: 368.8476 - logcount_predictions_loss: 0.2363 2361/2430 [============================>.] - ETA: 10s - loss: 371.1153 - logits_profile_predictions_loss: 368.8468 - logcount_predictions_loss: 0.2363 2362/2430 [============================>.] - ETA: 10s - loss: 371.1145 - logits_profile_predictions_loss: 368.8460 - logcount_predictions_loss: 0.2363 2363/2430 [============================>.] - ETA: 10s - loss: 371.1136 - logits_profile_predictions_loss: 368.8451 - logcount_predictions_loss: 0.2363 2364/2430 [============================>.] - ETA: 10s - loss: 371.1128 - logits_profile_predictions_loss: 368.8443 - logcount_predictions_loss: 0.2363 2365/2430 [============================>.] - ETA: 9s - loss: 371.1120 - logits_profile_predictions_loss: 368.8435 - logcount_predictions_loss: 0.2363  2366/2430 [============================>.] - ETA: 9s - loss: 371.1111 - logits_profile_predictions_loss: 368.8427 - logcount_predictions_loss: 0.2363 2367/2430 [============================>.] - ETA: 9s - loss: 371.1103 - logits_profile_predictions_loss: 368.8419 - logcount_predictions_loss: 0.2363 2368/2430 [============================>.] - ETA: 9s - loss: 371.1095 - logits_profile_predictions_loss: 368.8411 - logcount_predictions_loss: 0.2363 2369/2430 [============================>.] - ETA: 9s - loss: 371.1087 - logits_profile_predictions_loss: 368.8403 - logcount_predictions_loss: 0.2363 2370/2430 [============================>.] - ETA: 9s - loss: 371.1078 - logits_profile_predictions_loss: 368.8395 - logcount_predictions_loss: 0.2363 2371/2430 [============================>.] - ETA: 8s - loss: 371.1070 - logits_profile_predictions_loss: 368.8386 - logcount_predictions_loss: 0.2363 2372/2430 [============================>.] - ETA: 8s - 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2379/2430 [============================>.] - ETA: 7s - loss: 371.1004 - logits_profile_predictions_loss: 368.8322 - logcount_predictions_loss: 0.2363 2380/2430 [============================>.] - ETA: 7s - loss: 371.0996 - logits_profile_predictions_loss: 368.8314 - logcount_predictions_loss: 0.2363 2381/2430 [============================>.] - ETA: 7s - loss: 371.0988 - logits_profile_predictions_loss: 368.8306 - logcount_predictions_loss: 0.2363 2382/2430 [============================>.] - ETA: 7s - loss: 371.0980 - logits_profile_predictions_loss: 368.8298 - logcount_predictions_loss: 0.2363 2383/2430 [============================>.] - ETA: 7s - loss: 371.0972 - logits_profile_predictions_loss: 368.8290 - logcount_predictions_loss: 0.2363 2384/2430 [============================>.] - ETA: 6s - loss: 371.0964 - logits_profile_predictions_loss: 368.8282 - logcount_predictions_loss: 0.2363 2385/2430 [============================>.] - ETA: 6s - loss: 371.0956 - 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[============================>.] - ETA: 5s - loss: 371.0900 - logits_profile_predictions_loss: 368.8219 - logcount_predictions_loss: 0.2363 2393/2430 [============================>.] - ETA: 5s - loss: 371.0892 - logits_profile_predictions_loss: 368.8211 - logcount_predictions_loss: 0.2363 2394/2430 [============================>.] - ETA: 5s - loss: 371.0884 - logits_profile_predictions_loss: 368.8204 - logcount_predictions_loss: 0.2363 2395/2430 [============================>.] - ETA: 5s - loss: 371.0876 - logits_profile_predictions_loss: 368.8196 - logcount_predictions_loss: 0.2363 2396/2430 [============================>.] - ETA: 5s - loss: 371.0868 - logits_profile_predictions_loss: 368.8188 - logcount_predictions_loss: 0.2363 2397/2430 [============================>.] - ETA: 5s - loss: 371.0860 - logits_profile_predictions_loss: 368.8180 - logcount_predictions_loss: 0.2363 2398/2430 [============================>.] - ETA: 4s - loss: 371.0853 - logits_profile_predictions_loss: 368.8173 - logcount_predictions_loss: 0.2362 2399/2430 [============================>.] - ETA: 4s - loss: 371.0845 - logits_profile_predictions_loss: 368.8165 - logcount_predictions_loss: 0.2362 2400/2430 [============================>.] - ETA: 4s - loss: 371.0837 - logits_profile_predictions_loss: 368.8158 - logcount_predictions_loss: 0.2362 2401/2430 [============================>.] - ETA: 4s - loss: 371.0829 - logits_profile_predictions_loss: 368.8150 - logcount_predictions_loss: 0.2362 2402/2430 [============================>.] - ETA: 4s - loss: 371.0822 - logits_profile_predictions_loss: 368.8143 - logcount_predictions_loss: 0.2362 2403/2430 [============================>.] - ETA: 4s - loss: 371.0814 - logits_profile_predictions_loss: 368.8135 - logcount_predictions_loss: 0.2362 2404/2430 [============================>.] - ETA: 3s - loss: 371.0806 - logits_profile_predictions_loss: 368.8128 - logcount_predictions_loss: 0.2362 2405/2430 [============================>.] - ETA: 3s - loss: 371.0799 - logits_profile_predictions_loss: 368.8120 - logcount_predictions_loss: 0.2362 2406/2430 [============================>.] - ETA: 3s - loss: 371.0791 - logits_profile_predictions_loss: 368.8113 - logcount_predictions_loss: 0.2362 2407/2430 [============================>.] - ETA: 3s - loss: 371.0783 - logits_profile_predictions_loss: 368.8105 - logcount_predictions_loss: 0.2362 2408/2430 [============================>.] - ETA: 3s - loss: 371.0776 - logits_profile_predictions_loss: 368.8098 - logcount_predictions_loss: 0.2362 2409/2430 [============================>.] - ETA: 3s - loss: 371.0768 - logits_profile_predictions_loss: 368.8090 - logcount_predictions_loss: 0.2362 2410/2430 [============================>.] - ETA: 3s - loss: 371.0761 - logits_profile_predictions_loss: 368.8083 - logcount_predictions_loss: 0.2362 2411/2430 [============================>.] - ETA: 2s - loss: 371.0753 - logits_profile_predictions_loss: 368.8076 - logcount_predictions_loss: 0.2362 2412/2430 [============================>.] - ETA: 2s - loss: 371.0746 - logits_profile_predictions_loss: 368.8068 - logcount_predictions_loss: 0.2362 2413/2430 [============================>.] - ETA: 2s - loss: 371.0738 - logits_profile_predictions_loss: 368.8061 - logcount_predictions_loss: 0.2362 2414/2430 [============================>.] - ETA: 2s - loss: 371.0731 - logits_profile_predictions_loss: 368.8053 - logcount_predictions_loss: 0.2362 2415/2430 [============================>.] - ETA: 2s - loss: 371.0723 - logits_profile_predictions_loss: 368.8046 - logcount_predictions_loss: 0.2362 2416/2430 [============================>.] - ETA: 2s - loss: 371.0715 - logits_profile_predictions_loss: 368.8038 - logcount_predictions_loss: 0.2362 2417/2430 [============================>.] - ETA: 1s - loss: 371.0708 - logits_profile_predictions_loss: 368.8031 - logcount_predictions_loss: 0.2362 2418/2430 [============================>.] - ETA: 1s - loss: 371.0700 - logits_profile_predictions_loss: 368.8023 - logcount_predictions_loss: 0.2362 2419/2430 [============================>.] - ETA: 1s - loss: 371.0692 - logits_profile_predictions_loss: 368.8016 - logcount_predictions_loss: 0.2362 2420/2430 [============================>.] - ETA: 1s - loss: 371.0685 - logits_profile_predictions_loss: 368.8008 - logcount_predictions_loss: 0.2362 2421/2430 [============================>.] - ETA: 1s - loss: 371.0677 - logits_profile_predictions_loss: 368.8001 - logcount_predictions_loss: 0.2362 2422/2430 [============================>.] - ETA: 1s - loss: 371.0670 - logits_profile_predictions_loss: 368.7993 - logcount_predictions_loss: 0.2362 2423/2430 [============================>.] - ETA: 1s - loss: 371.0662 - logits_profile_predictions_loss: 368.7986 - logcount_predictions_loss: 0.2362 2424/2430 [============================>.] - ETA: 0s - loss: 371.0654 - logits_profile_predictions_loss: 368.7979 - logcount_predictions_loss: 0.2362 2425/2430 [============================>.] - ETA: 0s - loss: 371.0647 - logits_profile_predictions_loss: 368.7971 - logcount_predictions_loss: 0.2362 2426/2430 [============================>.] - ETA: 0s - loss: 371.0639 - logits_profile_predictions_loss: 368.7964 - logcount_predictions_loss: 0.2362 2427/2430 [============================>.] - ETA: 0s - loss: 371.0632 - logits_profile_predictions_loss: 368.7956 - logcount_predictions_loss: 0.2362 2428/2430 [============================>.] - ETA: 0s - loss: 371.0624 - logits_profile_predictions_loss: 368.7949 - logcount_predictions_loss: 0.2362 2429/2430 [============================>.] - ETA: 0s - loss: 371.0616 - logits_profile_predictions_loss: 368.7941 - logcount_predictions_loss: 0.2362 2430/2430 [==============================] - ETA: 0s - loss: 371.0608 - logits_profile_predictions_loss: 368.7933 - logcount_predictions_loss: 0.2362 2430/2430 [==============================] - 385s 159ms/step - loss: 371.0600 - logits_profile_predictions_loss: 368.7926 - logcount_predictions_loss: 0.2362 - val_loss: 363.1758 - val_logits_profile_predictions_loss: 360.8188 - val_logcount_predictions_loss: 0.2455 Epoch 00005: val_loss did not improve from 360.21582 Epoch 6/50 1/2430 [..............................] - ETA: 7:25 - loss: 331.8772 - logits_profile_predictions_loss: 329.1412 - logcount_predictions_loss: 0.2850 2/2430 [..............................] - ETA: 6:24 - loss: 333.7316 - logits_profile_predictions_loss: 331.1376 - logcount_predictions_loss: 0.2702 3/2430 [..............................] - ETA: 6:16 - loss: 337.5198 - logits_profile_predictions_loss: 334.9763 - logcount_predictions_loss: 0.2649 4/2430 [..............................] - ETA: 6:12 - loss: 339.7806 - logits_profile_predictions_loss: 337.2746 - logcount_predictions_loss: 0.2610 5/2430 [..............................] - ETA: 6:11 - loss: 341.2451 - logits_profile_predictions_loss: 338.7916 - logcount_predictions_loss: 0.2556 6/2430 [..............................] - ETA: 6:10 - loss: 342.3820 - logits_profile_predictions_loss: 339.9702 - logcount_predictions_loss: 0.2512 7/2430 [..............................] - ETA: 6:09 - loss: 343.4686 - logits_profile_predictions_loss: 341.0843 - logcount_predictions_loss: 0.2484 8/2430 [..............................] - ETA: 6:09 - loss: 344.2758 - logits_profile_predictions_loss: 341.9217 - logcount_predictions_loss: 0.2452 9/2430 [..............................] - ETA: 6:08 - loss: 345.5245 - logits_profile_predictions_loss: 343.1921 - logcount_predictions_loss: 0.2430 10/2430 [..............................] - ETA: 6:08 - loss: 346.8091 - logits_profile_predictions_loss: 344.4974 - logcount_predictions_loss: 0.2408 11/2430 [..............................] - ETA: 6:07 - loss: 348.0088 - logits_profile_predictions_loss: 345.7127 - logcount_predictions_loss: 0.2392 12/2430 [..............................] - ETA: 6:07 - loss: 348.7753 - logits_profile_predictions_loss: 346.4800 - logcount_predictions_loss: 0.2391 13/2430 [..............................] - ETA: 6:07 - loss: 349.3316 - logits_profile_predictions_loss: 347.0295 - logcount_predictions_loss: 0.2398 14/2430 [..............................] - ETA: 6:07 - loss: 349.9661 - logits_profile_predictions_loss: 347.6618 - logcount_predictions_loss: 0.2400 15/2430 [..............................] - ETA: 6:06 - loss: 350.5978 - logits_profile_predictions_loss: 348.2959 - logcount_predictions_loss: 0.2398 16/2430 [..............................] - ETA: 6:06 - loss: 351.4315 - logits_profile_predictions_loss: 349.1318 - logcount_predictions_loss: 0.2396 17/2430 [..............................] - ETA: 6:06 - loss: 352.2178 - logits_profile_predictions_loss: 349.9113 - logcount_predictions_loss: 0.2403 18/2430 [..............................] - ETA: 6:06 - loss: 352.8131 - logits_profile_predictions_loss: 350.5021 - logcount_predictions_loss: 0.2407 19/2430 [..............................] - ETA: 6:06 - loss: 353.5215 - logits_profile_predictions_loss: 351.2061 - logcount_predictions_loss: 0.2412 20/2430 [..............................] - ETA: 6:07 - loss: 354.2805 - logits_profile_predictions_loss: 351.9625 - logcount_predictions_loss: 0.2415 21/2430 [..............................] - ETA: 6:07 - loss: 355.0133 - logits_profile_predictions_loss: 352.6927 - logcount_predictions_loss: 0.2417 22/2430 [..............................] - ETA: 6:06 - loss: 355.7886 - logits_profile_predictions_loss: 353.4652 - logcount_predictions_loss: 0.2420 23/2430 [..............................] - ETA: 6:06 - loss: 356.5217 - logits_profile_predictions_loss: 354.1967 - logcount_predictions_loss: 0.2422 24/2430 [..............................] - ETA: 6:06 - loss: 357.1529 - logits_profile_predictions_loss: 354.8271 - logcount_predictions_loss: 0.2423 25/2430 [..............................] - ETA: 6:06 - loss: 357.6644 - logits_profile_predictions_loss: 355.3396 - logcount_predictions_loss: 0.2422 26/2430 [..............................] - ETA: 6:06 - loss: 358.0847 - logits_profile_predictions_loss: 355.7608 - logcount_predictions_loss: 0.2421 27/2430 [..............................] - ETA: 6:05 - loss: 358.4894 - logits_profile_predictions_loss: 356.1666 - logcount_predictions_loss: 0.2420 28/2430 [..............................] - ETA: 6:05 - loss: 358.9239 - logits_profile_predictions_loss: 356.6025 - logcount_predictions_loss: 0.2418 29/2430 [..............................] - ETA: 6:05 - loss: 359.3138 - logits_profile_predictions_loss: 356.9941 - logcount_predictions_loss: 0.2416 30/2430 [..............................] - ETA: 6:05 - loss: 359.6559 - logits_profile_predictions_loss: 357.3376 - logcount_predictions_loss: 0.2415 31/2430 [..............................] - ETA: 6:05 - loss: 359.9517 - logits_profile_predictions_loss: 357.6356 - logcount_predictions_loss: 0.2413 32/2430 [..............................] - ETA: 6:05 - loss: 360.2446 - logits_profile_predictions_loss: 357.9303 - logcount_predictions_loss: 0.2411 33/2430 [..............................] - ETA: 6:04 - loss: 360.4454 - logits_profile_predictions_loss: 358.1321 - logcount_predictions_loss: 0.2410 34/2430 [..............................] - ETA: 6:04 - loss: 360.6141 - logits_profile_predictions_loss: 358.3018 - logcount_predictions_loss: 0.2409 35/2430 [..............................] - ETA: 6:04 - loss: 360.7286 - logits_profile_predictions_loss: 358.4176 - logcount_predictions_loss: 0.2407 36/2430 [..............................] - ETA: 6:04 - loss: 360.8573 - logits_profile_predictions_loss: 358.5477 - logcount_predictions_loss: 0.2406 37/2430 [..............................] - ETA: 6:04 - loss: 360.9754 - logits_profile_predictions_loss: 358.6676 - logcount_predictions_loss: 0.2404 38/2430 [..............................] - ETA: 6:03 - loss: 361.1104 - logits_profile_predictions_loss: 358.8045 - logcount_predictions_loss: 0.2402 39/2430 [..............................] - ETA: 6:03 - loss: 361.2201 - logits_profile_predictions_loss: 358.9166 - logcount_predictions_loss: 0.2399 40/2430 [..............................] - ETA: 6:03 - loss: 361.3021 - logits_profile_predictions_loss: 359.0010 - logcount_predictions_loss: 0.2397 41/2430 [..............................] - ETA: 6:03 - loss: 361.3927 - logits_profile_predictions_loss: 359.0940 - logcount_predictions_loss: 0.2394 42/2430 [..............................] - ETA: 6:03 - loss: 361.4699 - logits_profile_predictions_loss: 359.1738 - logcount_predictions_loss: 0.2392 43/2430 [..............................] - ETA: 6:03 - loss: 361.5227 - logits_profile_predictions_loss: 359.2294 - logcount_predictions_loss: 0.2389 44/2430 [..............................] - ETA: 6:02 - loss: 361.5517 - logits_profile_predictions_loss: 359.2613 - logcount_predictions_loss: 0.2386 45/2430 [..............................] - ETA: 6:02 - loss: 361.5710 - logits_profile_predictions_loss: 359.2837 - logcount_predictions_loss: 0.2383 46/2430 [..............................] - ETA: 6:02 - loss: 361.6040 - logits_profile_predictions_loss: 359.3199 - logcount_predictions_loss: 0.2379 47/2430 [..............................] - ETA: 6:02 - loss: 361.6257 - logits_profile_predictions_loss: 359.3447 - logcount_predictions_loss: 0.2376 48/2430 [..............................] - ETA: 6:02 - loss: 361.6413 - logits_profile_predictions_loss: 359.3637 - logcount_predictions_loss: 0.2372 49/2430 [..............................] - ETA: 6:02 - loss: 361.6796 - logits_profile_predictions_loss: 359.4055 - logcount_predictions_loss: 0.2369 50/2430 [..............................] - ETA: 6:02 - loss: 361.7073 - logits_profile_predictions_loss: 359.4363 - logcount_predictions_loss: 0.2366 51/2430 [..............................] - ETA: 6:01 - loss: 361.7215 - logits_profile_predictions_loss: 359.4534 - logcount_predictions_loss: 0.2363 52/2430 [..............................] - ETA: 6:01 - 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[===>..........................] - ETA: 5:07 - loss: 366.5709 - logits_profile_predictions_loss: 364.4409 - logcount_predictions_loss: 0.2219 405/2430 [====>.........................] - ETA: 5:07 - loss: 366.5772 - logits_profile_predictions_loss: 364.4472 - logcount_predictions_loss: 0.2219 406/2430 [====>.........................] - ETA: 5:07 - loss: 366.5833 - logits_profile_predictions_loss: 364.4533 - logcount_predictions_loss: 0.2219 407/2430 [====>.........................] - ETA: 5:07 - loss: 366.5895 - logits_profile_predictions_loss: 364.4596 - logcount_predictions_loss: 0.2219 408/2430 [====>.........................] - ETA: 5:06 - loss: 366.5956 - logits_profile_predictions_loss: 364.4658 - logcount_predictions_loss: 0.2219 409/2430 [====>.........................] - ETA: 5:06 - loss: 366.6019 - logits_profile_predictions_loss: 364.4721 - logcount_predictions_loss: 0.2219 410/2430 [====>.........................] - ETA: 5:06 - loss: 366.6081 - 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[====>.........................] - ETA: 4:59 - loss: 366.8400 - logits_profile_predictions_loss: 364.7123 - logcount_predictions_loss: 0.2216 457/2430 [====>.........................] - ETA: 4:59 - loss: 366.8445 - logits_profile_predictions_loss: 364.7168 - logcount_predictions_loss: 0.2216 458/2430 [====>.........................] - ETA: 4:59 - loss: 366.8491 - logits_profile_predictions_loss: 364.7214 - logcount_predictions_loss: 0.2216 459/2430 [====>.........................] - ETA: 4:59 - loss: 366.8535 - logits_profile_predictions_loss: 364.7259 - logcount_predictions_loss: 0.2216 460/2430 [====>.........................] - ETA: 4:59 - loss: 366.8580 - logits_profile_predictions_loss: 364.7304 - logcount_predictions_loss: 0.2216 461/2430 [====>.........................] - ETA: 4:58 - loss: 366.8625 - logits_profile_predictions_loss: 364.7350 - logcount_predictions_loss: 0.2216 462/2430 [====>.........................] - ETA: 4:58 - loss: 366.8671 - 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logits_profile_predictions_loss: 365.7213 - logcount_predictions_loss: 0.2217 2427/2430 [============================>.] - ETA: 0s - loss: 367.8497 - logits_profile_predictions_loss: 365.7215 - logcount_predictions_loss: 0.2217 2428/2430 [============================>.] - ETA: 0s - loss: 367.8498 - logits_profile_predictions_loss: 365.7216 - logcount_predictions_loss: 0.2217 2429/2430 [============================>.] - ETA: 0s - loss: 367.8499 - logits_profile_predictions_loss: 365.7218 - logcount_predictions_loss: 0.2217 2430/2430 [==============================] - ETA: 0s - loss: 367.8501 - logits_profile_predictions_loss: 365.7219 - logcount_predictions_loss: 0.2217 2430/2430 [==============================] - 385s 158ms/step - loss: 367.8502 - logits_profile_predictions_loss: 365.7221 - logcount_predictions_loss: 0.2217 - val_loss: 360.0175 - val_logits_profile_predictions_loss: 358.0522 - val_logcount_predictions_loss: 0.2047 Epoch 00006: val_loss improved from 360.21582 to 360.01752, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 7/50 1/2430 [..............................] - ETA: 7:24 - loss: 327.9116 - logits_profile_predictions_loss: 326.4633 - logcount_predictions_loss: 0.1509 2/2430 [..............................] - ETA: 6:25 - loss: 340.8110 - logits_profile_predictions_loss: 339.1026 - logcount_predictions_loss: 0.1780 3/2430 [..............................] - ETA: 6:15 - loss: 347.2718 - logits_profile_predictions_loss: 345.5208 - logcount_predictions_loss: 0.1824 4/2430 [..............................] - ETA: 6:12 - loss: 347.2851 - logits_profile_predictions_loss: 345.5149 - logcount_predictions_loss: 0.1844 5/2430 [..............................] - ETA: 6:10 - loss: 348.6798 - logits_profile_predictions_loss: 346.9191 - logcount_predictions_loss: 0.1834 6/2430 [..............................] - ETA: 6:09 - loss: 349.4042 - 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[..............................] - ETA: 6:07 - loss: 353.1628 - logits_profile_predictions_loss: 351.4492 - logcount_predictions_loss: 0.1785 14/2430 [..............................] - ETA: 6:07 - loss: 353.3101 - logits_profile_predictions_loss: 351.5958 - logcount_predictions_loss: 0.1786 15/2430 [..............................] - ETA: 6:06 - loss: 353.3747 - logits_profile_predictions_loss: 351.6554 - logcount_predictions_loss: 0.1791 16/2430 [..............................] - ETA: 6:06 - loss: 353.5762 - logits_profile_predictions_loss: 351.8524 - logcount_predictions_loss: 0.1796 17/2430 [..............................] - ETA: 6:05 - loss: 353.7201 - logits_profile_predictions_loss: 351.9935 - logcount_predictions_loss: 0.1799 18/2430 [..............................] - ETA: 6:05 - loss: 353.8190 - logits_profile_predictions_loss: 352.0908 - logcount_predictions_loss: 0.1800 19/2430 [..............................] - ETA: 6:05 - loss: 353.8615 - logits_profile_predictions_loss: 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[..............................] - ETA: 6:01 - loss: 356.8533 - logits_profile_predictions_loss: 355.0895 - logcount_predictions_loss: 0.1837 47/2430 [..............................] - ETA: 6:00 - loss: 356.9853 - logits_profile_predictions_loss: 355.2197 - logcount_predictions_loss: 0.1839 48/2430 [..............................] - ETA: 6:00 - loss: 357.0941 - logits_profile_predictions_loss: 355.3267 - logcount_predictions_loss: 0.1841 49/2430 [..............................] - ETA: 6:00 - loss: 357.1920 - logits_profile_predictions_loss: 355.4224 - logcount_predictions_loss: 0.1843 50/2430 [..............................] - ETA: 6:00 - loss: 357.2936 - logits_profile_predictions_loss: 355.5214 - logcount_predictions_loss: 0.1846 51/2430 [..............................] - ETA: 6:00 - loss: 357.3645 - logits_profile_predictions_loss: 355.5898 - logcount_predictions_loss: 0.1849 52/2430 [..............................] - ETA: 6:00 - loss: 357.4243 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:56 - loss: 359.7701 - logits_profile_predictions_loss: 357.9396 - logcount_predictions_loss: 0.1907 80/2430 [..............................] - ETA: 5:55 - loss: 359.8505 - logits_profile_predictions_loss: 358.0185 - logcount_predictions_loss: 0.1908 81/2430 [>.............................] - ETA: 5:55 - loss: 359.9265 - logits_profile_predictions_loss: 358.0932 - logcount_predictions_loss: 0.1910 82/2430 [>.............................] - ETA: 5:55 - loss: 360.0103 - logits_profile_predictions_loss: 358.1756 - logcount_predictions_loss: 0.1911 83/2430 [>.............................] - ETA: 5:55 - loss: 360.0910 - logits_profile_predictions_loss: 358.2549 - logcount_predictions_loss: 0.1913 84/2430 [>.............................] - ETA: 5:55 - loss: 360.1679 - logits_profile_predictions_loss: 358.3303 - logcount_predictions_loss: 0.1914 85/2430 [>.............................] - ETA: 5:55 - loss: 360.2531 - logits_profile_predictions_loss: 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[=====>........................] - ETA: 4:50 - loss: 364.0947 - logits_profile_predictions_loss: 362.1216 - logcount_predictions_loss: 0.2055 516/2430 [=====>........................] - ETA: 4:50 - loss: 364.1002 - logits_profile_predictions_loss: 362.1269 - logcount_predictions_loss: 0.2055 517/2430 [=====>........................] - ETA: 4:50 - loss: 364.1055 - logits_profile_predictions_loss: 362.1322 - logcount_predictions_loss: 0.2056 518/2430 [=====>........................] - ETA: 4:50 - loss: 364.1109 - logits_profile_predictions_loss: 362.1375 - logcount_predictions_loss: 0.2056 519/2430 [=====>........................] - ETA: 4:49 - loss: 364.1161 - logits_profile_predictions_loss: 362.1425 - logcount_predictions_loss: 0.2056 520/2430 [=====>........................] - ETA: 4:49 - loss: 364.1212 - logits_profile_predictions_loss: 362.1476 - logcount_predictions_loss: 0.2056 521/2430 [=====>........................] - ETA: 4:49 - loss: 364.1263 - 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[===========================>..] - ETA: 12s - loss: 366.6307 - logits_profile_predictions_loss: 364.5956 - logcount_predictions_loss: 0.2120 2349/2430 [============================>.] - ETA: 12s - loss: 366.6310 - logits_profile_predictions_loss: 364.5959 - logcount_predictions_loss: 0.2120 2350/2430 [============================>.] - ETA: 12s - loss: 366.6313 - logits_profile_predictions_loss: 364.5962 - logcount_predictions_loss: 0.2120 2351/2430 [============================>.] - ETA: 11s - loss: 366.6316 - logits_profile_predictions_loss: 364.5965 - logcount_predictions_loss: 0.2120 2352/2430 [============================>.] - ETA: 11s - loss: 366.6319 - logits_profile_predictions_loss: 364.5968 - logcount_predictions_loss: 0.2120 2353/2430 [============================>.] - ETA: 11s - loss: 366.6322 - logits_profile_predictions_loss: 364.5971 - logcount_predictions_loss: 0.2120 2354/2430 [============================>.] - ETA: 11s - loss: 366.6325 - 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[============================>.] - ETA: 10s - loss: 366.6345 - logits_profile_predictions_loss: 364.5994 - logcount_predictions_loss: 0.2120 2362/2430 [============================>.] - ETA: 10s - loss: 366.6348 - logits_profile_predictions_loss: 364.5997 - logcount_predictions_loss: 0.2120 2363/2430 [============================>.] - ETA: 10s - loss: 366.6351 - logits_profile_predictions_loss: 364.6000 - logcount_predictions_loss: 0.2120 2364/2430 [============================>.] - ETA: 10s - loss: 366.6354 - logits_profile_predictions_loss: 364.6003 - logcount_predictions_loss: 0.2120 2365/2430 [============================>.] - ETA: 9s - loss: 366.6357 - logits_profile_predictions_loss: 364.6006 - logcount_predictions_loss: 0.2120  2366/2430 [============================>.] - ETA: 9s - loss: 366.6360 - logits_profile_predictions_loss: 364.6009 - logcount_predictions_loss: 0.2120 2367/2430 [============================>.] - ETA: 9s - loss: 366.6363 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 366.6451 - logits_profile_predictions_loss: 364.6098 - logcount_predictions_loss: 0.2120 2395/2430 [============================>.] - ETA: 5s - loss: 366.6454 - logits_profile_predictions_loss: 364.6101 - logcount_predictions_loss: 0.2120 2396/2430 [============================>.] - ETA: 5s - loss: 366.6457 - logits_profile_predictions_loss: 364.6104 - logcount_predictions_loss: 0.2120 2397/2430 [============================>.] - ETA: 5s - loss: 366.6460 - logits_profile_predictions_loss: 364.6108 - logcount_predictions_loss: 0.2120 2398/2430 [============================>.] - ETA: 4s - loss: 366.6463 - logits_profile_predictions_loss: 364.6111 - logcount_predictions_loss: 0.2120 2399/2430 [============================>.] - ETA: 4s - loss: 366.6466 - logits_profile_predictions_loss: 364.6114 - logcount_predictions_loss: 0.2120 2400/2430 [============================>.] - ETA: 4s - loss: 366.6470 - logits_profile_predictions_loss: 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2414/2430 [============================>.] - ETA: 2s - loss: 366.6512 - logits_profile_predictions_loss: 364.6158 - logcount_predictions_loss: 0.2120 2415/2430 [============================>.] - ETA: 2s - loss: 366.6515 - logits_profile_predictions_loss: 364.6161 - logcount_predictions_loss: 0.2120 2416/2430 [============================>.] - ETA: 2s - loss: 366.6518 - logits_profile_predictions_loss: 364.6164 - logcount_predictions_loss: 0.2120 2417/2430 [============================>.] - ETA: 1s - loss: 366.6521 - logits_profile_predictions_loss: 364.6167 - logcount_predictions_loss: 0.2120 2418/2430 [============================>.] - ETA: 1s - loss: 366.6524 - logits_profile_predictions_loss: 364.6171 - logcount_predictions_loss: 0.2120 2419/2430 [============================>.] - ETA: 1s - loss: 366.6527 - logits_profile_predictions_loss: 364.6174 - logcount_predictions_loss: 0.2120 2420/2430 [============================>.] - ETA: 1s - loss: 366.6530 - logits_profile_predictions_loss: 364.6177 - logcount_predictions_loss: 0.2120 2421/2430 [============================>.] - ETA: 1s - loss: 366.6533 - logits_profile_predictions_loss: 364.6180 - logcount_predictions_loss: 0.2120 2422/2430 [============================>.] - ETA: 1s - loss: 366.6536 - logits_profile_predictions_loss: 364.6183 - logcount_predictions_loss: 0.2120 2423/2430 [============================>.] - ETA: 1s - loss: 366.6539 - logits_profile_predictions_loss: 364.6186 - logcount_predictions_loss: 0.2120 2424/2430 [============================>.] - ETA: 0s - loss: 366.6542 - logits_profile_predictions_loss: 364.6189 - logcount_predictions_loss: 0.2120 2425/2430 [============================>.] - ETA: 0s - loss: 366.6545 - logits_profile_predictions_loss: 364.6192 - logcount_predictions_loss: 0.2120 2426/2430 [============================>.] - ETA: 0s - loss: 366.6548 - logits_profile_predictions_loss: 364.6195 - logcount_predictions_loss: 0.2120 2427/2430 [============================>.] - ETA: 0s - loss: 366.6552 - logits_profile_predictions_loss: 364.6198 - logcount_predictions_loss: 0.2120 2428/2430 [============================>.] - ETA: 0s - loss: 366.6555 - logits_profile_predictions_loss: 364.6201 - logcount_predictions_loss: 0.2120 2429/2430 [============================>.] - ETA: 0s - loss: 366.6558 - logits_profile_predictions_loss: 364.6204 - logcount_predictions_loss: 0.2120 2430/2430 [==============================] - ETA: 0s - loss: 366.6561 - logits_profile_predictions_loss: 364.6207 - logcount_predictions_loss: 0.2120 2430/2430 [==============================] - 385s 159ms/step - loss: 366.6564 - logits_profile_predictions_loss: 364.6210 - logcount_predictions_loss: 0.2120 - val_loss: 361.1636 - val_logits_profile_predictions_loss: 359.0930 - val_logcount_predictions_loss: 0.2157 Epoch 00007: val_loss did not improve from 360.01752 Epoch 8/50 1/2430 [..............................] - ETA: 7:12 - loss: 328.2189 - logits_profile_predictions_loss: 326.3706 - logcount_predictions_loss: 0.1925 2/2430 [..............................] - ETA: 6:08 - loss: 335.6700 - logits_profile_predictions_loss: 333.8090 - logcount_predictions_loss: 0.1939 3/2430 [..............................] - ETA: 6:08 - loss: 345.4711 - logits_profile_predictions_loss: 343.4897 - logcount_predictions_loss: 0.2064 4/2430 [..............................] - ETA: 6:07 - loss: 350.4644 - logits_profile_predictions_loss: 348.4717 - logcount_predictions_loss: 0.2076 5/2430 [..............................] - ETA: 6:07 - loss: 353.7304 - logits_profile_predictions_loss: 351.7348 - logcount_predictions_loss: 0.2079 6/2430 [..............................] - ETA: 6:06 - loss: 357.5663 - logits_profile_predictions_loss: 355.5806 - logcount_predictions_loss: 0.2069 7/2430 [..............................] - ETA: 6:06 - loss: 361.1738 - logits_profile_predictions_loss: 359.1943 - logcount_predictions_loss: 0.2062 8/2430 [..............................] - ETA: 6:06 - loss: 362.8446 - logits_profile_predictions_loss: 360.8690 - logcount_predictions_loss: 0.2058 9/2430 [..............................] - ETA: 6:05 - loss: 364.6026 - logits_profile_predictions_loss: 362.6296 - logcount_predictions_loss: 0.2055 10/2430 [..............................] - ETA: 6:05 - loss: 365.9560 - logits_profile_predictions_loss: 363.9855 - logcount_predictions_loss: 0.2053 11/2430 [..............................] - ETA: 6:05 - loss: 367.3428 - logits_profile_predictions_loss: 365.3783 - logcount_predictions_loss: 0.2046 12/2430 [..............................] - ETA: 6:05 - loss: 368.3207 - logits_profile_predictions_loss: 366.3573 - logcount_predictions_loss: 0.2045 13/2430 [..............................] - ETA: 6:05 - loss: 368.7874 - logits_profile_predictions_loss: 366.8289 - logcount_predictions_loss: 0.2040 14/2430 [..............................] - ETA: 6:05 - loss: 369.2561 - logits_profile_predictions_loss: 367.3023 - logcount_predictions_loss: 0.2035 15/2430 [..............................] - ETA: 6:05 - loss: 369.6792 - logits_profile_predictions_loss: 367.7277 - logcount_predictions_loss: 0.2033 16/2430 [..............................] - ETA: 6:04 - loss: 369.9117 - logits_profile_predictions_loss: 367.9618 - logcount_predictions_loss: 0.2031 17/2430 [..............................] - ETA: 6:04 - loss: 370.0557 - logits_profile_predictions_loss: 368.1068 - logcount_predictions_loss: 0.2030 18/2430 [..............................] - ETA: 6:04 - loss: 370.1076 - logits_profile_predictions_loss: 368.1582 - logcount_predictions_loss: 0.2031 19/2430 [..............................] - ETA: 6:04 - loss: 370.1352 - logits_profile_predictions_loss: 368.1866 - logcount_predictions_loss: 0.2030 20/2430 [..............................] - ETA: 6:04 - loss: 370.2491 - logits_profile_predictions_loss: 368.3007 - logcount_predictions_loss: 0.2030 21/2430 [..............................] - ETA: 6:04 - loss: 370.3618 - logits_profile_predictions_loss: 368.4148 - logcount_predictions_loss: 0.2028 22/2430 [..............................] - ETA: 6:04 - loss: 370.5039 - logits_profile_predictions_loss: 368.5594 - logcount_predictions_loss: 0.2026 23/2430 [..............................] - ETA: 6:04 - loss: 370.7054 - logits_profile_predictions_loss: 368.7634 - logcount_predictions_loss: 0.2023 24/2430 [..............................] - ETA: 6:03 - loss: 370.8481 - logits_profile_predictions_loss: 368.9089 - logcount_predictions_loss: 0.2020 25/2430 [..............................] - ETA: 6:03 - loss: 370.9111 - logits_profile_predictions_loss: 368.9754 - logcount_predictions_loss: 0.2016 26/2430 [..............................] - ETA: 6:03 - loss: 370.9063 - logits_profile_predictions_loss: 368.9737 - logcount_predictions_loss: 0.2013 27/2430 [..............................] - ETA: 6:03 - loss: 370.8499 - logits_profile_predictions_loss: 368.9205 - logcount_predictions_loss: 0.2010 28/2430 [..............................] - ETA: 6:03 - loss: 370.7190 - logits_profile_predictions_loss: 368.7925 - logcount_predictions_loss: 0.2007 29/2430 [..............................] - ETA: 6:03 - loss: 370.6026 - logits_profile_predictions_loss: 368.6781 - logcount_predictions_loss: 0.2005 30/2430 [..............................] - ETA: 6:03 - loss: 370.4604 - logits_profile_predictions_loss: 368.5380 - logcount_predictions_loss: 0.2002 31/2430 [..............................] - ETA: 6:02 - loss: 370.3078 - logits_profile_predictions_loss: 368.3868 - logcount_predictions_loss: 0.2001 32/2430 [..............................] - ETA: 6:02 - loss: 370.1055 - logits_profile_predictions_loss: 368.1859 - logcount_predictions_loss: 0.2000 33/2430 [..............................] - ETA: 6:02 - loss: 369.9316 - logits_profile_predictions_loss: 368.0139 - logcount_predictions_loss: 0.1998 34/2430 [..............................] - ETA: 6:02 - loss: 369.7601 - logits_profile_predictions_loss: 367.8447 - logcount_predictions_loss: 0.1995 35/2430 [..............................] - ETA: 6:02 - loss: 369.6299 - logits_profile_predictions_loss: 367.7172 - logcount_predictions_loss: 0.1993 36/2430 [..............................] - ETA: 6:02 - loss: 369.5599 - logits_profile_predictions_loss: 367.6495 - logcount_predictions_loss: 0.1990 37/2430 [..............................] - ETA: 6:01 - loss: 369.5532 - logits_profile_predictions_loss: 367.6441 - logcount_predictions_loss: 0.1989 38/2430 [..............................] - ETA: 6:01 - loss: 369.5249 - logits_profile_predictions_loss: 367.6162 - logcount_predictions_loss: 0.1988 39/2430 [..............................] - ETA: 6:01 - loss: 369.4944 - logits_profile_predictions_loss: 367.5862 - logcount_predictions_loss: 0.1988 40/2430 [..............................] - ETA: 6:01 - loss: 369.4781 - logits_profile_predictions_loss: 367.5707 - logcount_predictions_loss: 0.1987 41/2430 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loss: 366.0198 - logits_profile_predictions_loss: 364.0246 - logcount_predictions_loss: 0.2078 2416/2430 [============================>.] - ETA: 2s - loss: 366.0200 - logits_profile_predictions_loss: 364.0248 - logcount_predictions_loss: 0.2078 2417/2430 [============================>.] - ETA: 1s - loss: 366.0202 - logits_profile_predictions_loss: 364.0251 - logcount_predictions_loss: 0.2078 2418/2430 [============================>.] - ETA: 1s - loss: 366.0205 - logits_profile_predictions_loss: 364.0253 - logcount_predictions_loss: 0.2078 2419/2430 [============================>.] - ETA: 1s - loss: 366.0207 - logits_profile_predictions_loss: 364.0255 - logcount_predictions_loss: 0.2078 2420/2430 [============================>.] - ETA: 1s - loss: 366.0209 - logits_profile_predictions_loss: 364.0257 - logcount_predictions_loss: 0.2078 2421/2430 [============================>.] - ETA: 1s - loss: 366.0211 - logits_profile_predictions_loss: 364.0259 - logcount_predictions_loss: 0.2078 2422/2430 [============================>.] - ETA: 1s - loss: 366.0213 - logits_profile_predictions_loss: 364.0261 - logcount_predictions_loss: 0.2078 2423/2430 [============================>.] - ETA: 1s - loss: 366.0215 - logits_profile_predictions_loss: 364.0263 - logcount_predictions_loss: 0.2078 2424/2430 [============================>.] - ETA: 0s - loss: 366.0217 - logits_profile_predictions_loss: 364.0265 - logcount_predictions_loss: 0.2079 2425/2430 [============================>.] - ETA: 0s - loss: 366.0219 - logits_profile_predictions_loss: 364.0267 - logcount_predictions_loss: 0.2079 2426/2430 [============================>.] - ETA: 0s - loss: 366.0221 - logits_profile_predictions_loss: 364.0269 - logcount_predictions_loss: 0.2079 2427/2430 [============================>.] - ETA: 0s - loss: 366.0224 - logits_profile_predictions_loss: 364.0271 - logcount_predictions_loss: 0.2079 2428/2430 [============================>.] - ETA: 0s - loss: 366.0226 - logits_profile_predictions_loss: 364.0273 - logcount_predictions_loss: 0.2079 2429/2430 [============================>.] - ETA: 0s - loss: 366.0228 - logits_profile_predictions_loss: 364.0275 - logcount_predictions_loss: 0.2079 2430/2430 [==============================] - ETA: 0s - loss: 366.0230 - logits_profile_predictions_loss: 364.0278 - logcount_predictions_loss: 0.2079 2430/2430 [==============================] - 385s 159ms/step - loss: 366.0232 - logits_profile_predictions_loss: 364.0280 - logcount_predictions_loss: 0.2079 - val_loss: 361.1641 - val_logits_profile_predictions_loss: 359.0421 - val_logcount_predictions_loss: 0.2210 Epoch 00008: val_loss did not improve from 360.01752 Epoch 9/50 1/2430 [..............................] - ETA: 7:23 - loss: 351.9920 - logits_profile_predictions_loss: 349.6086 - logcount_predictions_loss: 0.2483 2/2430 [..............................] - ETA: 6:35 - loss: 357.1678 - logits_profile_predictions_loss: 355.0070 - logcount_predictions_loss: 0.2251 3/2430 [..............................] - ETA: 6:32 - loss: 359.2766 - logits_profile_predictions_loss: 357.1253 - logcount_predictions_loss: 0.2241 4/2430 [..............................] - ETA: 6:30 - loss: 358.5605 - logits_profile_predictions_loss: 356.4222 - logcount_predictions_loss: 0.2227 5/2430 [..............................] - ETA: 6:24 - loss: 359.4493 - logits_profile_predictions_loss: 357.3258 - logcount_predictions_loss: 0.2212 6/2430 [..............................] - ETA: 6:21 - loss: 360.5399 - logits_profile_predictions_loss: 358.4356 - logcount_predictions_loss: 0.2192 7/2430 [..............................] - ETA: 6:18 - loss: 360.8131 - logits_profile_predictions_loss: 358.7222 - logcount_predictions_loss: 0.2178 8/2430 [..............................] - ETA: 6:18 - loss: 360.6601 - logits_profile_predictions_loss: 358.5849 - logcount_predictions_loss: 0.2162 9/2430 [..............................] - ETA: 6:22 - loss: 360.3385 - logits_profile_predictions_loss: 358.2709 - logcount_predictions_loss: 0.2154 10/2430 [..............................] - ETA: 6:20 - loss: 359.7588 - logits_profile_predictions_loss: 357.6871 - logcount_predictions_loss: 0.2158 11/2430 [..............................] - ETA: 6:19 - loss: 359.3944 - logits_profile_predictions_loss: 357.3279 - logcount_predictions_loss: 0.2153 12/2430 [..............................] - ETA: 6:17 - loss: 359.3965 - logits_profile_predictions_loss: 357.3333 - logcount_predictions_loss: 0.2149 13/2430 [..............................] - ETA: 6:16 - loss: 359.5097 - logits_profile_predictions_loss: 357.4540 - logcount_predictions_loss: 0.2141 14/2430 [..............................] - ETA: 6:15 - loss: 359.4577 - logits_profile_predictions_loss: 357.4110 - logcount_predictions_loss: 0.2132 15/2430 [..............................] - ETA: 6:14 - loss: 359.4741 - logits_profile_predictions_loss: 357.4339 - logcount_predictions_loss: 0.2125 16/2430 [..............................] - ETA: 6:13 - loss: 359.4776 - logits_profile_predictions_loss: 357.4448 - logcount_predictions_loss: 0.2118 17/2430 [..............................] - ETA: 6:12 - loss: 359.4249 - logits_profile_predictions_loss: 357.3995 - logcount_predictions_loss: 0.2110 18/2430 [..............................] - ETA: 6:12 - loss: 359.3932 - logits_profile_predictions_loss: 357.3756 - logcount_predictions_loss: 0.2102 19/2430 [..............................] - ETA: 6:11 - loss: 359.3633 - logits_profile_predictions_loss: 357.3510 - logcount_predictions_loss: 0.2096 20/2430 [..............................] - ETA: 6:11 - loss: 359.3842 - logits_profile_predictions_loss: 357.3761 - logcount_predictions_loss: 0.2092 21/2430 [..............................] - ETA: 6:10 - loss: 359.4411 - logits_profile_predictions_loss: 357.4352 - logcount_predictions_loss: 0.2089 22/2430 [..............................] - ETA: 6:10 - loss: 359.4273 - logits_profile_predictions_loss: 357.4229 - logcount_predictions_loss: 0.2088 23/2430 [..............................] - ETA: 6:11 - loss: 359.3602 - logits_profile_predictions_loss: 357.3574 - logcount_predictions_loss: 0.2086 24/2430 [..............................] - ETA: 6:11 - loss: 359.2808 - logits_profile_predictions_loss: 357.2799 - logcount_predictions_loss: 0.2084 25/2430 [..............................] - ETA: 6:10 - loss: 359.2685 - logits_profile_predictions_loss: 357.2696 - logcount_predictions_loss: 0.2082 26/2430 [..............................] - ETA: 6:10 - loss: 359.2621 - logits_profile_predictions_loss: 357.2650 - logcount_predictions_loss: 0.2080 27/2430 [..............................] - ETA: 6:09 - loss: 359.3159 - logits_profile_predictions_loss: 357.3206 - logcount_predictions_loss: 0.2078 28/2430 [..............................] - ETA: 6:09 - loss: 359.3163 - logits_profile_predictions_loss: 357.3229 - logcount_predictions_loss: 0.2076 29/2430 [..............................] - ETA: 6:09 - loss: 359.3269 - logits_profile_predictions_loss: 357.3356 - logcount_predictions_loss: 0.2074 30/2430 [..............................] - ETA: 6:08 - loss: 359.3490 - logits_profile_predictions_loss: 357.3601 - logcount_predictions_loss: 0.2072 31/2430 [..............................] - ETA: 6:08 - loss: 359.3696 - logits_profile_predictions_loss: 357.3833 - logcount_predictions_loss: 0.2069 32/2430 [..............................] - ETA: 6:07 - loss: 359.3523 - logits_profile_predictions_loss: 357.3676 - logcount_predictions_loss: 0.2067 33/2430 [..............................] - ETA: 6:07 - loss: 359.3559 - logits_profile_predictions_loss: 357.3731 - logcount_predictions_loss: 0.2066 34/2430 [..............................] - ETA: 6:07 - loss: 359.3505 - logits_profile_predictions_loss: 357.3693 - logcount_predictions_loss: 0.2064 35/2430 [..............................] - ETA: 6:06 - loss: 359.4291 - logits_profile_predictions_loss: 357.4493 - logcount_predictions_loss: 0.2062 36/2430 [..............................] - ETA: 6:06 - loss: 359.5074 - logits_profile_predictions_loss: 357.5296 - logcount_predictions_loss: 0.2060 37/2430 [..............................] - ETA: 6:06 - loss: 359.5404 - logits_profile_predictions_loss: 357.5648 - logcount_predictions_loss: 0.2058 38/2430 [..............................] - ETA: 6:06 - loss: 359.5743 - logits_profile_predictions_loss: 357.6006 - logcount_predictions_loss: 0.2056 39/2430 [..............................] - ETA: 6:05 - loss: 359.5995 - logits_profile_predictions_loss: 357.6276 - logcount_predictions_loss: 0.2054 40/2430 [..............................] - ETA: 6:05 - loss: 359.6050 - logits_profile_predictions_loss: 357.6355 - logcount_predictions_loss: 0.2052 41/2430 [..............................] - ETA: 6:05 - loss: 359.6463 - logits_profile_predictions_loss: 357.6791 - logcount_predictions_loss: 0.2049 42/2430 [..............................] - ETA: 6:05 - loss: 359.7267 - logits_profile_predictions_loss: 357.7615 - logcount_predictions_loss: 0.2047 43/2430 [..............................] - ETA: 6:04 - loss: 359.7981 - logits_profile_predictions_loss: 357.8350 - logcount_predictions_loss: 0.2045 44/2430 [..............................] - ETA: 6:04 - loss: 359.8868 - logits_profile_predictions_loss: 357.9255 - logcount_predictions_loss: 0.2043 45/2430 [..............................] - ETA: 6:04 - loss: 359.9596 - logits_profile_predictions_loss: 358.0001 - logcount_predictions_loss: 0.2041 46/2430 [..............................] - ETA: 6:04 - loss: 360.0030 - logits_profile_predictions_loss: 358.0453 - logcount_predictions_loss: 0.2039 47/2430 [..............................] - ETA: 6:03 - loss: 360.0224 - logits_profile_predictions_loss: 358.0665 - logcount_predictions_loss: 0.2037 48/2430 [..............................] - ETA: 6:03 - loss: 360.0457 - logits_profile_predictions_loss: 358.0916 - logcount_predictions_loss: 0.2036 49/2430 [..............................] - ETA: 6:03 - loss: 360.0631 - logits_profile_predictions_loss: 358.1106 - logcount_predictions_loss: 0.2034 50/2430 [..............................] - ETA: 6:02 - loss: 360.0776 - logits_profile_predictions_loss: 358.1271 - logcount_predictions_loss: 0.2032 51/2430 [..............................] - ETA: 6:02 - loss: 360.0929 - logits_profile_predictions_loss: 358.1443 - logcount_predictions_loss: 0.2030 52/2430 [..............................] - ETA: 6:02 - loss: 360.1172 - logits_profile_predictions_loss: 358.1705 - logcount_predictions_loss: 0.2028 53/2430 [..............................] - ETA: 6:02 - loss: 360.1304 - logits_profile_predictions_loss: 358.1853 - logcount_predictions_loss: 0.2026 54/2430 [..............................] - ETA: 6:02 - loss: 360.1208 - logits_profile_predictions_loss: 358.1769 - logcount_predictions_loss: 0.2025 55/2430 [..............................] - ETA: 6:01 - loss: 360.0997 - logits_profile_predictions_loss: 358.1574 - logcount_predictions_loss: 0.2023 56/2430 [..............................] - ETA: 6:01 - loss: 360.0871 - logits_profile_predictions_loss: 358.1461 - logcount_predictions_loss: 0.2022 57/2430 [..............................] - ETA: 6:01 - loss: 360.0615 - logits_profile_predictions_loss: 358.1216 - logcount_predictions_loss: 0.2021 58/2430 [..............................] - ETA: 6:01 - loss: 360.0561 - logits_profile_predictions_loss: 358.1167 - logcount_predictions_loss: 0.2020 59/2430 [..............................] - ETA: 6:00 - loss: 360.0439 - logits_profile_predictions_loss: 358.1053 - logcount_predictions_loss: 0.2019 60/2430 [..............................] - ETA: 6:00 - loss: 360.0423 - logits_profile_predictions_loss: 358.1043 - logcount_predictions_loss: 0.2019 61/2430 [..............................] - ETA: 6:00 - loss: 360.0410 - logits_profile_predictions_loss: 358.1037 - logcount_predictions_loss: 0.2018 62/2430 [..............................] - ETA: 6:00 - loss: 360.0464 - logits_profile_predictions_loss: 358.1095 - logcount_predictions_loss: 0.2018 63/2430 [..............................] - ETA: 6:00 - loss: 360.0466 - logits_profile_predictions_loss: 358.1100 - logcount_predictions_loss: 0.2017 64/2430 [..............................] - ETA: 6:00 - loss: 360.0367 - logits_profile_predictions_loss: 358.1004 - logcount_predictions_loss: 0.2017 65/2430 [..............................] - ETA: 5:59 - loss: 360.0408 - logits_profile_predictions_loss: 358.1049 - logcount_predictions_loss: 0.2017 66/2430 [..............................] - ETA: 5:59 - loss: 360.0464 - logits_profile_predictions_loss: 358.1110 - logcount_predictions_loss: 0.2016 67/2430 [..............................] - ETA: 5:59 - loss: 360.0591 - logits_profile_predictions_loss: 358.1242 - logcount_predictions_loss: 0.2016 68/2430 [..............................] - ETA: 5:59 - loss: 360.0824 - logits_profile_predictions_loss: 358.1480 - logcount_predictions_loss: 0.2015 69/2430 [..............................] - ETA: 5:59 - loss: 360.0968 - logits_profile_predictions_loss: 358.1629 - logcount_predictions_loss: 0.2015 70/2430 [..............................] - ETA: 5:58 - loss: 360.1165 - logits_profile_predictions_loss: 358.1829 - logcount_predictions_loss: 0.2014 71/2430 [..............................] - ETA: 5:58 - loss: 360.1471 - logits_profile_predictions_loss: 358.2137 - logcount_predictions_loss: 0.2014 72/2430 [..............................] - ETA: 5:58 - loss: 360.1802 - logits_profile_predictions_loss: 358.2471 - logcount_predictions_loss: 0.2014 73/2430 [..............................] - ETA: 5:58 - loss: 360.2090 - logits_profile_predictions_loss: 358.2762 - logcount_predictions_loss: 0.2013 74/2430 [..............................] - ETA: 5:58 - loss: 360.2387 - logits_profile_predictions_loss: 358.3061 - logcount_predictions_loss: 0.2013 75/2430 [..............................] - ETA: 5:58 - loss: 360.2633 - logits_profile_predictions_loss: 358.3311 - logcount_predictions_loss: 0.2013 76/2430 [..............................] - ETA: 5:57 - loss: 360.2785 - logits_profile_predictions_loss: 358.3467 - logcount_predictions_loss: 0.2012 77/2430 [..............................] - ETA: 5:57 - loss: 360.2891 - logits_profile_predictions_loss: 358.3577 - logcount_predictions_loss: 0.2012 78/2430 [..............................] - ETA: 5:57 - loss: 360.2936 - logits_profile_predictions_loss: 358.3626 - logcount_predictions_loss: 0.2012 79/2430 [..............................] - ETA: 5:57 - loss: 360.2996 - logits_profile_predictions_loss: 358.3688 - logcount_predictions_loss: 0.2011 80/2430 [..............................] - ETA: 5:57 - loss: 360.3054 - logits_profile_predictions_loss: 358.3749 - logcount_predictions_loss: 0.2011 81/2430 [>.............................] - ETA: 5:56 - loss: 360.3049 - logits_profile_predictions_loss: 358.3747 - logcount_predictions_loss: 0.2011 82/2430 [>.............................] - ETA: 5:56 - loss: 360.3104 - logits_profile_predictions_loss: 358.3806 - logcount_predictions_loss: 0.2010 83/2430 [>.............................] - ETA: 5:56 - loss: 360.3131 - logits_profile_predictions_loss: 358.3836 - logcount_predictions_loss: 0.2010 84/2430 [>.............................] - ETA: 5:56 - loss: 360.3150 - logits_profile_predictions_loss: 358.3860 - logcount_predictions_loss: 0.2009 85/2430 [>.............................] - ETA: 5:56 - loss: 360.3216 - logits_profile_predictions_loss: 358.3930 - logcount_predictions_loss: 0.2009 86/2430 [>.............................] - ETA: 5:56 - loss: 360.3330 - logits_profile_predictions_loss: 358.4048 - logcount_predictions_loss: 0.2009 87/2430 [>.............................] - ETA: 5:55 - loss: 360.3515 - logits_profile_predictions_loss: 358.4236 - logcount_predictions_loss: 0.2008 88/2430 [>.............................] - ETA: 5:55 - loss: 360.3672 - logits_profile_predictions_loss: 358.4397 - logcount_predictions_loss: 0.2008 89/2430 [>.............................] - ETA: 5:55 - loss: 360.3829 - logits_profile_predictions_loss: 358.4556 - logcount_predictions_loss: 0.2008 90/2430 [>.............................] - ETA: 5:55 - loss: 360.3961 - logits_profile_predictions_loss: 358.4692 - logcount_predictions_loss: 0.2007 91/2430 [>.............................] - ETA: 5:55 - loss: 360.4079 - logits_profile_predictions_loss: 358.4814 - logcount_predictions_loss: 0.2007 92/2430 [>.............................] - ETA: 5:55 - loss: 360.4200 - logits_profile_predictions_loss: 358.4939 - logcount_predictions_loss: 0.2006 93/2430 [>.............................] - ETA: 5:54 - loss: 360.4339 - logits_profile_predictions_loss: 358.5083 - logcount_predictions_loss: 0.2006 94/2430 [>.............................] - ETA: 5:54 - loss: 360.4476 - logits_profile_predictions_loss: 358.5222 - logcount_predictions_loss: 0.2006 95/2430 [>.............................] - ETA: 5:54 - loss: 360.4630 - logits_profile_predictions_loss: 358.5379 - logcount_predictions_loss: 0.2005 96/2430 [>.............................] - ETA: 5:54 - loss: 360.4830 - logits_profile_predictions_loss: 358.5582 - logcount_predictions_loss: 0.2005 97/2430 [>.............................] - ETA: 5:54 - loss: 360.5006 - logits_profile_predictions_loss: 358.5760 - logcount_predictions_loss: 0.2005 98/2430 [>.............................] - ETA: 5:54 - loss: 360.5143 - logits_profile_predictions_loss: 358.5899 - logcount_predictions_loss: 0.2005 99/2430 [>.............................] - ETA: 5:53 - loss: 360.5331 - logits_profile_predictions_loss: 358.6088 - logcount_predictions_loss: 0.2005 100/2430 [>.............................] - ETA: 5:53 - loss: 360.5557 - logits_profile_predictions_loss: 358.6315 - logcount_predictions_loss: 0.2004 101/2430 [>.............................] - ETA: 5:53 - loss: 360.5815 - logits_profile_predictions_loss: 358.6573 - logcount_predictions_loss: 0.2004 102/2430 [>.............................] - ETA: 5:53 - loss: 360.6060 - logits_profile_predictions_loss: 358.6819 - logcount_predictions_loss: 0.2004 103/2430 [>.............................] - ETA: 5:53 - loss: 360.6315 - logits_profile_predictions_loss: 358.7075 - logcount_predictions_loss: 0.2004 104/2430 [>.............................] - ETA: 5:53 - loss: 360.6629 - logits_profile_predictions_loss: 358.7389 - logcount_predictions_loss: 0.2004 105/2430 [>.............................] - ETA: 5:52 - loss: 360.6915 - logits_profile_predictions_loss: 358.7676 - logcount_predictions_loss: 0.2004 106/2430 [>.............................] - ETA: 5:52 - loss: 360.7170 - logits_profile_predictions_loss: 358.7931 - logcount_predictions_loss: 0.2004 107/2430 [>.............................] - ETA: 5:52 - loss: 360.7379 - logits_profile_predictions_loss: 358.8140 - logcount_predictions_loss: 0.2004 108/2430 [>.............................] - ETA: 5:52 - loss: 360.7551 - logits_profile_predictions_loss: 358.8312 - logcount_predictions_loss: 0.2004 109/2430 [>.............................] - ETA: 5:52 - loss: 360.7767 - logits_profile_predictions_loss: 358.8528 - logcount_predictions_loss: 0.2004 110/2430 [>.............................] - ETA: 5:52 - loss: 360.7949 - logits_profile_predictions_loss: 358.8710 - logcount_predictions_loss: 0.2004 111/2430 [>.............................] - ETA: 5:51 - loss: 360.8156 - logits_profile_predictions_loss: 358.8917 - logcount_predictions_loss: 0.2004 112/2430 [>.............................] - ETA: 5:51 - loss: 360.8355 - logits_profile_predictions_loss: 358.9116 - logcount_predictions_loss: 0.2004 113/2430 [>.............................] - ETA: 5:51 - loss: 360.8551 - logits_profile_predictions_loss: 358.9312 - logcount_predictions_loss: 0.2004 114/2430 [>.............................] - ETA: 5:51 - loss: 360.8780 - logits_profile_predictions_loss: 358.9542 - logcount_predictions_loss: 0.2004 115/2430 [>.............................] - ETA: 5:51 - loss: 360.8993 - logits_profile_predictions_loss: 358.9755 - logcount_predictions_loss: 0.2004 116/2430 [>.............................] - ETA: 5:51 - loss: 360.9229 - logits_profile_predictions_loss: 358.9992 - logcount_predictions_loss: 0.2004 117/2430 [>.............................] - ETA: 5:50 - loss: 360.9486 - logits_profile_predictions_loss: 359.0249 - logcount_predictions_loss: 0.2004 118/2430 [>.............................] - ETA: 5:50 - loss: 360.9752 - logits_profile_predictions_loss: 359.0516 - logcount_predictions_loss: 0.2004 119/2430 [>.............................] - ETA: 5:50 - loss: 360.9985 - logits_profile_predictions_loss: 359.0750 - logcount_predictions_loss: 0.2004 120/2430 [>.............................] - ETA: 5:50 - loss: 361.0210 - logits_profile_predictions_loss: 359.0976 - logcount_predictions_loss: 0.2004 121/2430 [>.............................] - ETA: 5:50 - loss: 361.0415 - 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2417/2430 [============================>.] - ETA: 1s - loss: 365.0115 - logits_profile_predictions_loss: 363.0860 - logcount_predictions_loss: 0.2006 2418/2430 [============================>.] - ETA: 1s - loss: 365.0119 - logits_profile_predictions_loss: 363.0864 - logcount_predictions_loss: 0.2006 2419/2430 [============================>.] - ETA: 1s - loss: 365.0123 - logits_profile_predictions_loss: 363.0868 - logcount_predictions_loss: 0.2006 2420/2430 [============================>.] - ETA: 1s - loss: 365.0127 - logits_profile_predictions_loss: 363.0872 - logcount_predictions_loss: 0.2006 2421/2430 [============================>.] - ETA: 1s - loss: 365.0131 - logits_profile_predictions_loss: 363.0876 - logcount_predictions_loss: 0.2006 2422/2430 [============================>.] - ETA: 1s - loss: 365.0135 - logits_profile_predictions_loss: 363.0880 - logcount_predictions_loss: 0.2006 2423/2430 [============================>.] - ETA: 1s - loss: 365.0139 - logits_profile_predictions_loss: 363.0883 - logcount_predictions_loss: 0.2006 2424/2430 [============================>.] - ETA: 0s - loss: 365.0143 - logits_profile_predictions_loss: 363.0887 - logcount_predictions_loss: 0.2006 2425/2430 [============================>.] - ETA: 0s - loss: 365.0147 - logits_profile_predictions_loss: 363.0891 - logcount_predictions_loss: 0.2006 2426/2430 [============================>.] - ETA: 0s - loss: 365.0151 - logits_profile_predictions_loss: 363.0895 - logcount_predictions_loss: 0.2006 2427/2430 [============================>.] - ETA: 0s - loss: 365.0155 - logits_profile_predictions_loss: 363.0899 - logcount_predictions_loss: 0.2006 2428/2430 [============================>.] - ETA: 0s - loss: 365.0159 - logits_profile_predictions_loss: 363.0903 - logcount_predictions_loss: 0.2006 2429/2430 [============================>.] - ETA: 0s - loss: 365.0163 - logits_profile_predictions_loss: 363.0907 - logcount_predictions_loss: 0.2006 2430/2430 [==============================] - ETA: 0s - loss: 365.0167 - logits_profile_predictions_loss: 363.0911 - logcount_predictions_loss: 0.2006 2430/2430 [==============================] - 383s 158ms/step - loss: 365.0171 - logits_profile_predictions_loss: 363.0915 - logcount_predictions_loss: 0.2006 - val_loss: 360.1620 - val_logits_profile_predictions_loss: 358.2818 - val_logcount_predictions_loss: 0.1958 Epoch 00009: val_loss did not improve from 360.01752 Epoch 10/50 1/2430 [..............................] - ETA: 7:23 - loss: 427.3340 - logits_profile_predictions_loss: 425.8676 - logcount_predictions_loss: 0.1528 2/2430 [..............................] - ETA: 6:27 - loss: 418.3526 - logits_profile_predictions_loss: 416.6098 - logcount_predictions_loss: 0.1815 3/2430 [..............................] - ETA: 6:15 - loss: 404.3265 - logits_profile_predictions_loss: 402.4456 - logcount_predictions_loss: 0.1959 4/2430 [..............................] - ETA: 6:11 - loss: 399.1965 - logits_profile_predictions_loss: 397.3119 - logcount_predictions_loss: 0.1963 5/2430 [..............................] - ETA: 6:09 - loss: 395.9922 - logits_profile_predictions_loss: 394.1296 - logcount_predictions_loss: 0.1940 6/2430 [..............................] - ETA: 6:08 - loss: 392.6388 - logits_profile_predictions_loss: 390.7763 - logcount_predictions_loss: 0.1940 7/2430 [..............................] - ETA: 6:07 - loss: 390.4061 - logits_profile_predictions_loss: 388.5341 - logcount_predictions_loss: 0.1950 8/2430 [..............................] - ETA: 6:07 - loss: 388.6656 - logits_profile_predictions_loss: 386.7835 - logcount_predictions_loss: 0.1960 9/2430 [..............................] - ETA: 6:06 - loss: 387.2614 - logits_profile_predictions_loss: 385.3737 - logcount_predictions_loss: 0.1966 10/2430 [..............................] - ETA: 6:06 - loss: 386.0915 - logits_profile_predictions_loss: 384.1978 - logcount_predictions_loss: 0.1973 11/2430 [..............................] - ETA: 6:06 - loss: 384.7629 - logits_profile_predictions_loss: 382.8624 - logcount_predictions_loss: 0.1980 12/2430 [..............................] - ETA: 6:05 - loss: 383.4814 - logits_profile_predictions_loss: 381.5772 - logcount_predictions_loss: 0.1984 13/2430 [..............................] - ETA: 6:05 - loss: 382.6869 - logits_profile_predictions_loss: 380.7813 - logcount_predictions_loss: 0.1985 14/2430 [..............................] - ETA: 6:05 - loss: 381.9021 - logits_profile_predictions_loss: 379.9983 - logcount_predictions_loss: 0.1983 15/2430 [..............................] - ETA: 6:04 - loss: 381.2104 - logits_profile_predictions_loss: 379.3103 - logcount_predictions_loss: 0.1979 16/2430 [..............................] - ETA: 6:04 - loss: 380.5733 - logits_profile_predictions_loss: 378.6762 - logcount_predictions_loss: 0.1976 17/2430 [..............................] - ETA: 6:04 - loss: 379.8966 - logits_profile_predictions_loss: 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loss: 376.1504 - logits_profile_predictions_loss: 374.2383 - logcount_predictions_loss: 0.1992 25/2430 [..............................] - ETA: 6:02 - loss: 375.7476 - logits_profile_predictions_loss: 373.8337 - logcount_predictions_loss: 0.1994 26/2430 [..............................] - ETA: 6:02 - loss: 375.3255 - logits_profile_predictions_loss: 373.4098 - logcount_predictions_loss: 0.1996 27/2430 [..............................] - ETA: 6:02 - loss: 374.9602 - logits_profile_predictions_loss: 373.0427 - logcount_predictions_loss: 0.1997 28/2430 [..............................] - ETA: 6:02 - loss: 374.5766 - logits_profile_predictions_loss: 372.6581 - logcount_predictions_loss: 0.1998 29/2430 [..............................] - ETA: 6:02 - loss: 374.2230 - logits_profile_predictions_loss: 372.3038 - logcount_predictions_loss: 0.1999 30/2430 [..............................] - ETA: 6:01 - loss: 373.9059 - logits_profile_predictions_loss: 371.9862 - logcount_predictions_loss: 0.2000 31/2430 [..............................] - ETA: 6:01 - loss: 373.6493 - logits_profile_predictions_loss: 371.7294 - logcount_predictions_loss: 0.2000 32/2430 [..............................] - ETA: 6:01 - loss: 373.4180 - logits_profile_predictions_loss: 371.4982 - logcount_predictions_loss: 0.2000 33/2430 [..............................] - ETA: 6:01 - loss: 373.1874 - logits_profile_predictions_loss: 371.2674 - logcount_predictions_loss: 0.2000 34/2430 [..............................] - ETA: 6:01 - loss: 372.9322 - logits_profile_predictions_loss: 371.0125 - logcount_predictions_loss: 0.2000 35/2430 [..............................] - ETA: 6:01 - loss: 372.7220 - logits_profile_predictions_loss: 370.8028 - logcount_predictions_loss: 0.1999 36/2430 [..............................] - ETA: 6:00 - loss: 372.5361 - logits_profile_predictions_loss: 370.6175 - logcount_predictions_loss: 0.1999 37/2430 [..............................] - ETA: 6:00 - loss: 372.3656 - logits_profile_predictions_loss: 370.4480 - logcount_predictions_loss: 0.1998 38/2430 [..............................] - ETA: 6:00 - loss: 372.1784 - logits_profile_predictions_loss: 370.2621 - logcount_predictions_loss: 0.1996 39/2430 [..............................] - ETA: 6:00 - loss: 371.9886 - logits_profile_predictions_loss: 370.0732 - logcount_predictions_loss: 0.1995 40/2430 [..............................] - ETA: 6:00 - loss: 371.8005 - logits_profile_predictions_loss: 369.8859 - logcount_predictions_loss: 0.1994 41/2430 [..............................] - ETA: 6:00 - loss: 371.5992 - logits_profile_predictions_loss: 369.6854 - logcount_predictions_loss: 0.1993 42/2430 [..............................] - ETA: 5:59 - loss: 371.4076 - logits_profile_predictions_loss: 369.4948 - logcount_predictions_loss: 0.1993 43/2430 [..............................] - ETA: 5:59 - loss: 371.2117 - logits_profile_predictions_loss: 369.2999 - logcount_predictions_loss: 0.1991 44/2430 [..............................] - ETA: 5:59 - loss: 371.0390 - logits_profile_predictions_loss: 369.1285 - logcount_predictions_loss: 0.1990 45/2430 [..............................] - ETA: 5:59 - loss: 370.8599 - logits_profile_predictions_loss: 368.9508 - logcount_predictions_loss: 0.1989 46/2430 [..............................] - ETA: 5:59 - loss: 370.6858 - logits_profile_predictions_loss: 368.7784 - logcount_predictions_loss: 0.1987 47/2430 [..............................] - ETA: 5:59 - loss: 370.5381 - logits_profile_predictions_loss: 368.6323 - logcount_predictions_loss: 0.1985 48/2430 [..............................] - ETA: 5:59 - loss: 370.4028 - logits_profile_predictions_loss: 368.4984 - logcount_predictions_loss: 0.1984 49/2430 [..............................] - ETA: 5:58 - loss: 370.2869 - logits_profile_predictions_loss: 368.3842 - logcount_predictions_loss: 0.1982 50/2430 [..............................] - ETA: 5:58 - loss: 370.1704 - logits_profile_predictions_loss: 368.2695 - logcount_predictions_loss: 0.1980 51/2430 [..............................] - ETA: 5:58 - loss: 370.0559 - logits_profile_predictions_loss: 368.1568 - logcount_predictions_loss: 0.1978 52/2430 [..............................] - ETA: 5:58 - loss: 369.9608 - logits_profile_predictions_loss: 368.0634 - logcount_predictions_loss: 0.1976 53/2430 [..............................] - ETA: 5:58 - loss: 369.8525 - logits_profile_predictions_loss: 367.9567 - logcount_predictions_loss: 0.1975 54/2430 [..............................] - ETA: 5:58 - loss: 369.7500 - logits_profile_predictions_loss: 367.8556 - logcount_predictions_loss: 0.1973 55/2430 [..............................] - ETA: 5:57 - loss: 369.6557 - logits_profile_predictions_loss: 367.7626 - logcount_predictions_loss: 0.1972 56/2430 [..............................] - ETA: 5:57 - loss: 369.5596 - logits_profile_predictions_loss: 367.6677 - logcount_predictions_loss: 0.1971 57/2430 [..............................] - ETA: 5:57 - loss: 369.4599 - logits_profile_predictions_loss: 367.5692 - logcount_predictions_loss: 0.1970 58/2430 [..............................] - ETA: 5:57 - loss: 369.3663 - logits_profile_predictions_loss: 367.4766 - logcount_predictions_loss: 0.1968 59/2430 [..............................] - ETA: 5:57 - loss: 369.2632 - logits_profile_predictions_loss: 367.3744 - logcount_predictions_loss: 0.1967 60/2430 [..............................] - ETA: 5:57 - loss: 369.1680 - logits_profile_predictions_loss: 367.2801 - logcount_predictions_loss: 0.1967 61/2430 [..............................] - ETA: 5:57 - loss: 369.0728 - logits_profile_predictions_loss: 367.1856 - logcount_predictions_loss: 0.1966 62/2430 [..............................] - ETA: 5:56 - loss: 368.9783 - logits_profile_predictions_loss: 367.0918 - logcount_predictions_loss: 0.1965 63/2430 [..............................] - ETA: 5:56 - loss: 368.8841 - logits_profile_predictions_loss: 366.9983 - logcount_predictions_loss: 0.1964 64/2430 [..............................] - ETA: 5:56 - loss: 368.7923 - logits_profile_predictions_loss: 366.9073 - logcount_predictions_loss: 0.1964 65/2430 [..............................] - ETA: 5:56 - loss: 368.7055 - logits_profile_predictions_loss: 366.8211 - logcount_predictions_loss: 0.1963 66/2430 [..............................] - ETA: 5:56 - loss: 368.6208 - logits_profile_predictions_loss: 366.7370 - logcount_predictions_loss: 0.1962 67/2430 [..............................] - ETA: 5:56 - loss: 368.5329 - logits_profile_predictions_loss: 366.6498 - logcount_predictions_loss: 0.1962 68/2430 [..............................] - ETA: 5:55 - loss: 368.4513 - logits_profile_predictions_loss: 366.5689 - logcount_predictions_loss: 0.1961 69/2430 [..............................] - ETA: 5:55 - loss: 368.3700 - logits_profile_predictions_loss: 366.4884 - logcount_predictions_loss: 0.1960 70/2430 [..............................] - ETA: 5:55 - loss: 368.2957 - 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[..............................] - ETA: 5:54 - loss: 367.8497 - logits_profile_predictions_loss: 365.9743 - logcount_predictions_loss: 0.1954 78/2430 [..............................] - ETA: 5:54 - loss: 367.8106 - logits_profile_predictions_loss: 365.9360 - logcount_predictions_loss: 0.1953 79/2430 [..............................] - ETA: 5:54 - loss: 367.7763 - logits_profile_predictions_loss: 365.9025 - logcount_predictions_loss: 0.1952 80/2430 [..............................] - ETA: 5:54 - loss: 367.7389 - logits_profile_predictions_loss: 365.8660 - logcount_predictions_loss: 0.1951 81/2430 [>.............................] - ETA: 5:54 - loss: 367.7045 - logits_profile_predictions_loss: 365.8324 - logcount_predictions_loss: 0.1950 82/2430 [>.............................] - ETA: 5:53 - loss: 367.6760 - logits_profile_predictions_loss: 365.8045 - logcount_predictions_loss: 0.1949 83/2430 [>.............................] - ETA: 5:53 - loss: 367.6553 - logits_profile_predictions_loss: 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[>.............................] - ETA: 5:49 - loss: 367.2145 - logits_profile_predictions_loss: 365.3507 - logcount_predictions_loss: 0.1942 111/2430 [>.............................] - ETA: 5:49 - loss: 367.1946 - logits_profile_predictions_loss: 365.3308 - logcount_predictions_loss: 0.1941 112/2430 [>.............................] - ETA: 5:49 - loss: 367.1740 - logits_profile_predictions_loss: 365.3102 - logcount_predictions_loss: 0.1941 113/2430 [>.............................] - ETA: 5:49 - loss: 367.1563 - logits_profile_predictions_loss: 365.2925 - logcount_predictions_loss: 0.1941 114/2430 [>.............................] - ETA: 5:48 - loss: 367.1400 - logits_profile_predictions_loss: 365.2762 - logcount_predictions_loss: 0.1941 115/2430 [>.............................] - ETA: 5:48 - loss: 367.1246 - logits_profile_predictions_loss: 365.2609 - logcount_predictions_loss: 0.1941 116/2430 [>.............................] - ETA: 5:48 - loss: 367.1100 - 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[============================>.] - ETA: 0s - loss: 363.1109 - logits_profile_predictions_loss: 361.2963 - logcount_predictions_loss: 0.1890 2426/2430 [============================>.] - ETA: 0s - loss: 363.1106 - logits_profile_predictions_loss: 361.2961 - logcount_predictions_loss: 0.1890 2427/2430 [============================>.] - ETA: 0s - loss: 363.1104 - logits_profile_predictions_loss: 361.2958 - logcount_predictions_loss: 0.1890 2428/2430 [============================>.] - ETA: 0s - loss: 363.1102 - logits_profile_predictions_loss: 361.2956 - logcount_predictions_loss: 0.1890 2429/2430 [============================>.] - ETA: 0s - loss: 363.1099 - logits_profile_predictions_loss: 361.2954 - logcount_predictions_loss: 0.1890 2430/2430 [==============================] - ETA: 0s - loss: 363.1097 - logits_profile_predictions_loss: 361.2951 - logcount_predictions_loss: 0.1890 2430/2430 [==============================] - 384s 158ms/step - loss: 363.1094 - logits_profile_predictions_loss: 361.2949 - logcount_predictions_loss: 0.1890 - val_loss: 359.4721 - val_logits_profile_predictions_loss: 357.6305 - val_logcount_predictions_loss: 0.1919 Epoch 00010: val_loss improved from 360.01752 to 359.47211, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3/chrombpnet.h5 Epoch 11/50 1/2430 [..............................] - ETA: 7:25 - loss: 397.3748 - logits_profile_predictions_loss: 395.8019 - logcount_predictions_loss: 0.1638 2/2430 [..............................] - ETA: 6:20 - loss: 384.7210 - logits_profile_predictions_loss: 383.1023 - logcount_predictions_loss: 0.1686 3/2430 [..............................] - ETA: 6:14 - loss: 381.0420 - logits_profile_predictions_loss: 379.3832 - logcount_predictions_loss: 0.1728 4/2430 [..............................] - ETA: 6:11 - loss: 377.5904 - logits_profile_predictions_loss: 375.9312 - logcount_predictions_loss: 0.1728 5/2430 [..............................] - ETA: 6:09 - loss: 376.0013 - logits_profile_predictions_loss: 374.3530 - logcount_predictions_loss: 0.1717 6/2430 [..............................] - ETA: 6:09 - loss: 376.7178 - logits_profile_predictions_loss: 375.0542 - logcount_predictions_loss: 0.1733 7/2430 [..............................] - ETA: 6:08 - loss: 376.2713 - logits_profile_predictions_loss: 374.6118 - logcount_predictions_loss: 0.1729 8/2430 [..............................] - ETA: 6:08 - loss: 375.1897 - logits_profile_predictions_loss: 373.5344 - logcount_predictions_loss: 0.1724 9/2430 [..............................] - ETA: 6:07 - loss: 373.7070 - logits_profile_predictions_loss: 372.0413 - logcount_predictions_loss: 0.1735 10/2430 [..............................] - ETA: 6:07 - loss: 372.7033 - logits_profile_predictions_loss: 371.0353 - logcount_predictions_loss: 0.1738 11/2430 [..............................] - ETA: 6:07 - loss: 371.6321 - logits_profile_predictions_loss: 369.9661 - logcount_predictions_loss: 0.1735 12/2430 [..............................] - ETA: 6:07 - loss: 370.7617 - logits_profile_predictions_loss: 369.0988 - logcount_predictions_loss: 0.1732 13/2430 [..............................] - ETA: 6:06 - loss: 369.7177 - logits_profile_predictions_loss: 368.0565 - logcount_predictions_loss: 0.1730 14/2430 [..............................] - ETA: 6:06 - loss: 368.8196 - logits_profile_predictions_loss: 367.1554 - logcount_predictions_loss: 0.1734 15/2430 [..............................] - ETA: 6:06 - loss: 368.0083 - logits_profile_predictions_loss: 366.3428 - logcount_predictions_loss: 0.1735 16/2430 [..............................] - ETA: 6:06 - loss: 367.3143 - logits_profile_predictions_loss: 365.6494 - logcount_predictions_loss: 0.1734 17/2430 [..............................] - ETA: 6:05 - loss: 366.7591 - logits_profile_predictions_loss: 365.0953 - logcount_predictions_loss: 0.1733 18/2430 [..............................] - ETA: 6:05 - 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25/2430 [..............................] - ETA: 6:04 - loss: 364.9141 - logits_profile_predictions_loss: 363.2169 - logcount_predictions_loss: 0.1768 26/2430 [..............................] - ETA: 6:03 - loss: 364.7274 - logits_profile_predictions_loss: 363.0286 - logcount_predictions_loss: 0.1770 27/2430 [..............................] - ETA: 6:03 - loss: 364.5341 - logits_profile_predictions_loss: 362.8338 - logcount_predictions_loss: 0.1771 28/2430 [..............................] - ETA: 6:03 - loss: 364.4326 - logits_profile_predictions_loss: 362.7317 - logcount_predictions_loss: 0.1772 29/2430 [..............................] - ETA: 6:03 - loss: 364.3106 - logits_profile_predictions_loss: 362.6100 - logcount_predictions_loss: 0.1772 30/2430 [..............................] - ETA: 6:03 - loss: 364.1630 - logits_profile_predictions_loss: 362.4630 - logcount_predictions_loss: 0.1771 31/2430 [..............................] - ETA: 6:03 - loss: 363.9981 - 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[..............................] - ETA: 6:01 - loss: 363.0710 - logits_profile_predictions_loss: 361.3721 - logcount_predictions_loss: 0.1770 39/2430 [..............................] - ETA: 6:01 - loss: 362.9849 - logits_profile_predictions_loss: 361.2853 - logcount_predictions_loss: 0.1770 40/2430 [..............................] - ETA: 6:01 - loss: 362.9284 - logits_profile_predictions_loss: 361.2285 - logcount_predictions_loss: 0.1771 41/2430 [..............................] - ETA: 6:01 - loss: 362.8652 - logits_profile_predictions_loss: 361.1652 - logcount_predictions_loss: 0.1771 42/2430 [..............................] - ETA: 6:01 - loss: 362.8341 - logits_profile_predictions_loss: 361.1337 - logcount_predictions_loss: 0.1771 43/2430 [..............................] - ETA: 6:00 - loss: 362.7875 - logits_profile_predictions_loss: 361.0866 - logcount_predictions_loss: 0.1772 44/2430 [..............................] - ETA: 6:00 - loss: 362.7316 - logits_profile_predictions_loss: 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360.4486 - val_logits_profile_predictions_loss: 358.5044 - val_logcount_predictions_loss: 0.2025 Epoch 00011: val_loss did not improve from 359.47211 Epoch 12/50 1/2430 [..............................] - ETA: 7:09 - loss: 399.0251 - logits_profile_predictions_loss: 396.7782 - logcount_predictions_loss: 0.2341 2/2430 [..............................] - ETA: 6:32 - loss: 393.2050 - logits_profile_predictions_loss: 391.1351 - logcount_predictions_loss: 0.2156 3/2430 [..............................] - ETA: 6:21 - loss: 387.5809 - logits_profile_predictions_loss: 385.5882 - logcount_predictions_loss: 0.2076 4/2430 [..............................] - ETA: 6:17 - loss: 385.4999 - logits_profile_predictions_loss: 383.5286 - logcount_predictions_loss: 0.2053 5/2430 [..............................] - ETA: 6:19 - loss: 384.8837 - logits_profile_predictions_loss: 382.9283 - logcount_predictions_loss: 0.2037 6/2430 [..............................] - ETA: 6:26 - loss: 384.3626 - logits_profile_predictions_loss: 382.3995 - logcount_predictions_loss: 0.2045 7/2430 [..............................] - ETA: 6:34 - loss: 383.4520 - logits_profile_predictions_loss: 381.4912 - logcount_predictions_loss: 0.2043 8/2430 [..............................] - ETA: 6:30 - loss: 383.0864 - logits_profile_predictions_loss: 381.1400 - logcount_predictions_loss: 0.2028 9/2430 [..............................] - ETA: 6:27 - loss: 383.0368 - logits_profile_predictions_loss: 381.1097 - logcount_predictions_loss: 0.2007 10/2430 [..............................] - ETA: 6:24 - loss: 383.1036 - logits_profile_predictions_loss: 381.1883 - logcount_predictions_loss: 0.1995 11/2430 [..............................] - ETA: 6:22 - loss: 382.3964 - logits_profile_predictions_loss: 380.4904 - logcount_predictions_loss: 0.1985 12/2430 [..............................] - ETA: 6:21 - loss: 381.3961 - logits_profile_predictions_loss: 379.4953 - logcount_predictions_loss: 0.1980 13/2430 [..............................] - ETA: 6:19 - loss: 380.4484 - logits_profile_predictions_loss: 378.5566 - logcount_predictions_loss: 0.1971 14/2430 [..............................] - ETA: 6:18 - loss: 379.8566 - logits_profile_predictions_loss: 377.9727 - logcount_predictions_loss: 0.1962 15/2430 [..............................] - ETA: 6:16 - loss: 379.5153 - logits_profile_predictions_loss: 377.6373 - logcount_predictions_loss: 0.1956 16/2430 [..............................] - ETA: 6:15 - loss: 379.1705 - logits_profile_predictions_loss: 377.2958 - logcount_predictions_loss: 0.1953 17/2430 [..............................] - ETA: 6:14 - loss: 378.7499 - logits_profile_predictions_loss: 376.8769 - logcount_predictions_loss: 0.1951 18/2430 [..............................] - ETA: 6:14 - loss: 378.2949 - logits_profile_predictions_loss: 376.4232 - logcount_predictions_loss: 0.1950 19/2430 [..............................] - ETA: 6:13 - loss: 377.7487 - logits_profile_predictions_loss: 375.8773 - logcount_predictions_loss: 0.1949 20/2430 [..............................] - ETA: 6:13 - loss: 377.4619 - logits_profile_predictions_loss: 375.5902 - logcount_predictions_loss: 0.1950 21/2430 [..............................] - ETA: 6:12 - loss: 377.2057 - logits_profile_predictions_loss: 375.3346 - logcount_predictions_loss: 0.1949 22/2430 [..............................] - ETA: 6:11 - loss: 376.9112 - logits_profile_predictions_loss: 375.0410 - logcount_predictions_loss: 0.1948 23/2430 [..............................] - ETA: 6:11 - loss: 376.5513 - logits_profile_predictions_loss: 374.6818 - logcount_predictions_loss: 0.1947 24/2430 [..............................] - ETA: 6:11 - loss: 376.1960 - logits_profile_predictions_loss: 374.3259 - logcount_predictions_loss: 0.1948 25/2430 [..............................] - ETA: 6:11 - loss: 375.8969 - logits_profile_predictions_loss: 374.0255 - logcount_predictions_loss: 0.1949 26/2430 [..............................] - ETA: 6:10 - loss: 375.6525 - logits_profile_predictions_loss: 373.7799 - logcount_predictions_loss: 0.1951 27/2430 [..............................] - ETA: 6:10 - loss: 375.3398 - logits_profile_predictions_loss: 373.4610 - logcount_predictions_loss: 0.1957 28/2430 [..............................] - ETA: 6:09 - loss: 375.0097 - logits_profile_predictions_loss: 373.1253 - logcount_predictions_loss: 0.1963 29/2430 [..............................] - ETA: 6:09 - loss: 374.7027 - logits_profile_predictions_loss: 372.8134 - logcount_predictions_loss: 0.1968 30/2430 [..............................] - ETA: 6:09 - loss: 374.3983 - logits_profile_predictions_loss: 372.5047 - logcount_predictions_loss: 0.1972 31/2430 [..............................] - ETA: 6:08 - loss: 374.1501 - logits_profile_predictions_loss: 372.2527 - logcount_predictions_loss: 0.1976 32/2430 [..............................] - ETA: 6:08 - loss: 373.9093 - logits_profile_predictions_loss: 372.0087 - logcount_predictions_loss: 0.1980 33/2430 [..............................] - ETA: 6:07 - loss: 373.6290 - logits_profile_predictions_loss: 371.7265 - logcount_predictions_loss: 0.1982 34/2430 [..............................] - ETA: 6:07 - loss: 373.3829 - logits_profile_predictions_loss: 371.4787 - logcount_predictions_loss: 0.1983 35/2430 [..............................] - ETA: 6:07 - loss: 373.1361 - logits_profile_predictions_loss: 371.2297 - logcount_predictions_loss: 0.1986 36/2430 [..............................] - ETA: 6:07 - loss: 372.9051 - logits_profile_predictions_loss: 370.9969 - logcount_predictions_loss: 0.1988 37/2430 [..............................] - ETA: 6:06 - loss: 372.6536 - logits_profile_predictions_loss: 370.7444 - logcount_predictions_loss: 0.1989 38/2430 [..............................] - ETA: 6:06 - loss: 372.4259 - logits_profile_predictions_loss: 370.5160 - logcount_predictions_loss: 0.1989 39/2430 [..............................] - ETA: 6:06 - loss: 372.1727 - logits_profile_predictions_loss: 370.2624 - logcount_predictions_loss: 0.1990 40/2430 [..............................] - ETA: 6:06 - loss: 371.9233 - logits_profile_predictions_loss: 370.0128 - logcount_predictions_loss: 0.1990 41/2430 [..............................] - ETA: 6:05 - loss: 371.6704 - logits_profile_predictions_loss: 369.7601 - logcount_predictions_loss: 0.1990 42/2430 [..............................] - ETA: 6:05 - loss: 371.4358 - logits_profile_predictions_loss: 369.5261 - logcount_predictions_loss: 0.1989 43/2430 [..............................] - ETA: 6:05 - loss: 371.1894 - logits_profile_predictions_loss: 369.2805 - logcount_predictions_loss: 0.1988 44/2430 [..............................] - ETA: 6:05 - loss: 370.9452 - logits_profile_predictions_loss: 369.0372 - logcount_predictions_loss: 0.1988 45/2430 [..............................] - ETA: 6:04 - loss: 370.7038 - logits_profile_predictions_loss: 368.7969 - logcount_predictions_loss: 0.1986 46/2430 [..............................] - ETA: 6:04 - loss: 370.4682 - logits_profile_predictions_loss: 368.5625 - logcount_predictions_loss: 0.1985 47/2430 [..............................] - ETA: 6:04 - loss: 370.2589 - logits_profile_predictions_loss: 368.3545 - logcount_predictions_loss: 0.1984 48/2430 [..............................] - ETA: 6:04 - loss: 370.0487 - logits_profile_predictions_loss: 368.1461 - logcount_predictions_loss: 0.1982 49/2430 [..............................] - ETA: 6:03 - loss: 369.8449 - logits_profile_predictions_loss: 367.9440 - logcount_predictions_loss: 0.1980 50/2430 [..............................] - ETA: 6:03 - loss: 369.6554 - logits_profile_predictions_loss: 367.7563 - logcount_predictions_loss: 0.1978 51/2430 [..............................] - ETA: 6:03 - loss: 369.4728 - logits_profile_predictions_loss: 367.5757 - logcount_predictions_loss: 0.1976 52/2430 [..............................] - ETA: 6:03 - loss: 369.2992 - logits_profile_predictions_loss: 367.4041 - logcount_predictions_loss: 0.1974 53/2430 [..............................] - ETA: 6:02 - loss: 369.1458 - logits_profile_predictions_loss: 367.2530 - logcount_predictions_loss: 0.1972 54/2430 [..............................] - ETA: 6:02 - loss: 369.0179 - logits_profile_predictions_loss: 367.1274 - logcount_predictions_loss: 0.1969 55/2430 [..............................] - ETA: 6:02 - loss: 368.9069 - logits_profile_predictions_loss: 367.0188 - logcount_predictions_loss: 0.1967 56/2430 [..............................] - ETA: 6:02 - loss: 368.8003 - logits_profile_predictions_loss: 366.9141 - logcount_predictions_loss: 0.1965 57/2430 [..............................] - ETA: 6:01 - loss: 368.6954 - logits_profile_predictions_loss: 366.8113 - logcount_predictions_loss: 0.1963 58/2430 [..............................] - ETA: 6:01 - loss: 368.5922 - logits_profile_predictions_loss: 366.7101 - logcount_predictions_loss: 0.1961 59/2430 [..............................] - ETA: 6:01 - loss: 368.4891 - logits_profile_predictions_loss: 366.6091 - logcount_predictions_loss: 0.1958 60/2430 [..............................] - ETA: 6:01 - loss: 368.3848 - logits_profile_predictions_loss: 366.5065 - logcount_predictions_loss: 0.1957 61/2430 [..............................] - ETA: 6:01 - loss: 368.2855 - logits_profile_predictions_loss: 366.4090 - logcount_predictions_loss: 0.1955 62/2430 [..............................] - ETA: 6:00 - loss: 368.2020 - logits_profile_predictions_loss: 366.3274 - logcount_predictions_loss: 0.1953 63/2430 [..............................] - ETA: 6:00 - loss: 368.1097 - logits_profile_predictions_loss: 366.2370 - logcount_predictions_loss: 0.1951 64/2430 [..............................] - ETA: 6:00 - loss: 368.0154 - logits_profile_predictions_loss: 366.1445 - logcount_predictions_loss: 0.1949 65/2430 [..............................] - ETA: 6:00 - loss: 367.9230 - logits_profile_predictions_loss: 366.0539 - logcount_predictions_loss: 0.1947 66/2430 [..............................] - ETA: 5:59 - loss: 367.8298 - logits_profile_predictions_loss: 365.9626 - logcount_predictions_loss: 0.1945 67/2430 [..............................] - ETA: 5:59 - loss: 367.7419 - logits_profile_predictions_loss: 365.8766 - logcount_predictions_loss: 0.1943 68/2430 [..............................] - ETA: 5:59 - loss: 367.6482 - logits_profile_predictions_loss: 365.7849 - logcount_predictions_loss: 0.1941 69/2430 [..............................] - ETA: 5:59 - loss: 367.5521 - logits_profile_predictions_loss: 365.6905 - logcount_predictions_loss: 0.1939 70/2430 [..............................] - ETA: 5:59 - loss: 367.4574 - logits_profile_predictions_loss: 365.5976 - logcount_predictions_loss: 0.1937 71/2430 [..............................] - ETA: 5:58 - loss: 367.3649 - logits_profile_predictions_loss: 365.5069 - logcount_predictions_loss: 0.1935 72/2430 [..............................] - ETA: 5:58 - loss: 367.2642 - logits_profile_predictions_loss: 365.4079 - logcount_predictions_loss: 0.1934 73/2430 [..............................] - ETA: 5:58 - loss: 367.1746 - logits_profile_predictions_loss: 365.3199 - logcount_predictions_loss: 0.1932 74/2430 [..............................] - ETA: 5:58 - loss: 367.0873 - logits_profile_predictions_loss: 365.2342 - logcount_predictions_loss: 0.1930 75/2430 [..............................] - ETA: 5:58 - loss: 366.9994 - logits_profile_predictions_loss: 365.1478 - logcount_predictions_loss: 0.1929 76/2430 [..............................] - ETA: 5:57 - loss: 366.9120 - logits_profile_predictions_loss: 365.0618 - logcount_predictions_loss: 0.1927 77/2430 [..............................] - ETA: 5:57 - loss: 366.8230 - logits_profile_predictions_loss: 364.9742 - logcount_predictions_loss: 0.1926 78/2430 [..............................] - ETA: 5:57 - loss: 366.7344 - logits_profile_predictions_loss: 364.8869 - logcount_predictions_loss: 0.1925 79/2430 [..............................] - ETA: 5:57 - loss: 366.6452 - logits_profile_predictions_loss: 364.7991 - logcount_predictions_loss: 0.1923 80/2430 [..............................] - ETA: 5:57 - loss: 366.5636 - logits_profile_predictions_loss: 364.7189 - logcount_predictions_loss: 0.1922 81/2430 [>.............................] - ETA: 5:57 - loss: 366.4846 - logits_profile_predictions_loss: 364.6412 - logcount_predictions_loss: 0.1920 82/2430 [>.............................] - ETA: 5:56 - loss: 366.4045 - logits_profile_predictions_loss: 364.5625 - logcount_predictions_loss: 0.1919 83/2430 [>.............................] - ETA: 5:56 - loss: 366.3325 - logits_profile_predictions_loss: 364.4917 - logcount_predictions_loss: 0.1917 84/2430 [>.............................] - ETA: 5:56 - loss: 366.2616 - logits_profile_predictions_loss: 364.4222 - logcount_predictions_loss: 0.1916 85/2430 [>.............................] - ETA: 5:56 - loss: 366.1974 - logits_profile_predictions_loss: 364.3593 - logcount_predictions_loss: 0.1915 86/2430 [>.............................] - ETA: 5:56 - loss: 366.1333 - logits_profile_predictions_loss: 364.2965 - logcount_predictions_loss: 0.1913 87/2430 [>.............................] - ETA: 5:56 - loss: 366.0694 - logits_profile_predictions_loss: 364.2339 - logcount_predictions_loss: 0.1912 88/2430 [>.............................] - ETA: 5:55 - loss: 366.0005 - logits_profile_predictions_loss: 364.1664 - logcount_predictions_loss: 0.1911 89/2430 [>.............................] - ETA: 5:55 - loss: 365.9336 - logits_profile_predictions_loss: 364.1008 - logcount_predictions_loss: 0.1909 90/2430 [>.............................] - ETA: 5:55 - loss: 365.8682 - logits_profile_predictions_loss: 364.0367 - logcount_predictions_loss: 0.1908 91/2430 [>.............................] - ETA: 5:55 - loss: 365.8026 - logits_profile_predictions_loss: 363.9726 - logcount_predictions_loss: 0.1906 92/2430 [>.............................] - ETA: 5:55 - loss: 365.7389 - logits_profile_predictions_loss: 363.9103 - logcount_predictions_loss: 0.1905 93/2430 [>.............................] - ETA: 5:54 - loss: 365.6776 - logits_profile_predictions_loss: 363.8503 - logcount_predictions_loss: 0.1903 94/2430 [>.............................] - ETA: 5:54 - loss: 365.6156 - logits_profile_predictions_loss: 363.7896 - logcount_predictions_loss: 0.1902 95/2430 [>.............................] - ETA: 5:54 - loss: 365.5639 - logits_profile_predictions_loss: 363.7391 - logcount_predictions_loss: 0.1901 96/2430 [>.............................] - ETA: 5:54 - loss: 365.5097 - logits_profile_predictions_loss: 363.6862 - logcount_predictions_loss: 0.1899 97/2430 [>.............................] - ETA: 5:54 - loss: 365.4590 - logits_profile_predictions_loss: 363.6367 - logcount_predictions_loss: 0.1898 98/2430 [>.............................] - ETA: 5:54 - loss: 365.4087 - logits_profile_predictions_loss: 363.5877 - logcount_predictions_loss: 0.1897 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logits_profile_predictions_loss: 363.2891 - logcount_predictions_loss: 0.1887 106/2430 [>.............................] - ETA: 5:52 - loss: 365.0534 - logits_profile_predictions_loss: 363.2432 - logcount_predictions_loss: 0.1886 107/2430 [>.............................] - ETA: 5:52 - loss: 365.0041 - logits_profile_predictions_loss: 363.1953 - logcount_predictions_loss: 0.1884 108/2430 [>.............................] - ETA: 5:52 - loss: 364.9539 - logits_profile_predictions_loss: 363.1465 - logcount_predictions_loss: 0.1883 109/2430 [>.............................] - ETA: 5:52 - loss: 364.9062 - logits_profile_predictions_loss: 363.1000 - logcount_predictions_loss: 0.1881 110/2430 [>.............................] - ETA: 5:52 - loss: 364.8630 - logits_profile_predictions_loss: 363.0581 - logcount_predictions_loss: 0.1880 111/2430 [>.............................] - ETA: 5:52 - loss: 364.8185 - logits_profile_predictions_loss: 363.0147 - logcount_predictions_loss: 0.1879 112/2430 [>.............................] - ETA: 5:51 - loss: 364.7776 - logits_profile_predictions_loss: 362.9750 - logcount_predictions_loss: 0.1878 113/2430 [>.............................] - ETA: 5:51 - loss: 364.7371 - logits_profile_predictions_loss: 362.9356 - logcount_predictions_loss: 0.1877 114/2430 [>.............................] - ETA: 5:51 - loss: 364.6982 - logits_profile_predictions_loss: 362.8979 - logcount_predictions_loss: 0.1875 115/2430 [>.............................] - ETA: 5:51 - loss: 364.6584 - logits_profile_predictions_loss: 362.8592 - logcount_predictions_loss: 0.1874 116/2430 [>.............................] - ETA: 5:51 - loss: 364.6180 - logits_profile_predictions_loss: 362.8199 - logcount_predictions_loss: 0.1873 117/2430 [>.............................] - ETA: 5:51 - loss: 364.5752 - logits_profile_predictions_loss: 362.7782 - logcount_predictions_loss: 0.1872 118/2430 [>.............................] - ETA: 5:51 - loss: 364.5341 - logits_profile_predictions_loss: 362.7381 - logcount_predictions_loss: 0.1871 119/2430 [>.............................] - ETA: 5:50 - loss: 364.4958 - logits_profile_predictions_loss: 362.7009 - logcount_predictions_loss: 0.1870 120/2430 [>.............................] - ETA: 5:50 - loss: 364.4585 - logits_profile_predictions_loss: 362.6647 - logcount_predictions_loss: 0.1869 121/2430 [>.............................] - ETA: 5:50 - loss: 364.4240 - logits_profile_predictions_loss: 362.6312 - logcount_predictions_loss: 0.1868 122/2430 [>.............................] - ETA: 5:50 - loss: 364.3878 - logits_profile_predictions_loss: 362.5960 - logcount_predictions_loss: 0.1866 123/2430 [>.............................] - ETA: 5:50 - loss: 364.3522 - logits_profile_predictions_loss: 362.5613 - logcount_predictions_loss: 0.1865 124/2430 [>.............................] - ETA: 5:50 - loss: 364.3159 - logits_profile_predictions_loss: 362.5260 - logcount_predictions_loss: 0.1865 125/2430 [>.............................] - ETA: 5:50 - loss: 364.2808 - logits_profile_predictions_loss: 362.4918 - logcount_predictions_loss: 0.1864 126/2430 [>.............................] - ETA: 5:49 - loss: 364.2474 - logits_profile_predictions_loss: 362.4594 - logcount_predictions_loss: 0.1863 127/2430 [>.............................] - ETA: 5:49 - loss: 364.2138 - logits_profile_predictions_loss: 362.4266 - logcount_predictions_loss: 0.1862 128/2430 [>.............................] - ETA: 5:49 - loss: 364.1787 - logits_profile_predictions_loss: 362.3925 - logcount_predictions_loss: 0.1861 129/2430 [>.............................] - ETA: 5:49 - loss: 364.1479 - logits_profile_predictions_loss: 362.3625 - logcount_predictions_loss: 0.1860 130/2430 [>.............................] - ETA: 5:49 - loss: 364.1216 - logits_profile_predictions_loss: 362.3371 - logcount_predictions_loss: 0.1859 131/2430 [>.............................] - ETA: 5:49 - loss: 364.0956 - logits_profile_predictions_loss: 362.3120 - logcount_predictions_loss: 0.1858 132/2430 [>.............................] - ETA: 5:49 - loss: 364.0684 - logits_profile_predictions_loss: 362.2856 - logcount_predictions_loss: 0.1857 133/2430 [>.............................] - ETA: 5:48 - loss: 364.0422 - logits_profile_predictions_loss: 362.2603 - logcount_predictions_loss: 0.1856 134/2430 [>.............................] - ETA: 5:48 - loss: 364.0176 - logits_profile_predictions_loss: 362.2365 - logcount_predictions_loss: 0.1855 135/2430 [>.............................] - ETA: 5:48 - loss: 363.9932 - logits_profile_predictions_loss: 362.2130 - logcount_predictions_loss: 0.1854 136/2430 [>.............................] - ETA: 5:48 - loss: 363.9682 - logits_profile_predictions_loss: 362.1888 - logcount_predictions_loss: 0.1854 137/2430 [>.............................] - ETA: 5:48 - loss: 363.9414 - logits_profile_predictions_loss: 362.1628 - logcount_predictions_loss: 0.1853 138/2430 [>.............................] - ETA: 5:48 - loss: 363.9151 - logits_profile_predictions_loss: 362.1374 - logcount_predictions_loss: 0.1852 139/2430 [>.............................] - ETA: 5:47 - loss: 363.8902 - logits_profile_predictions_loss: 362.1133 - logcount_predictions_loss: 0.1851 140/2430 [>.............................] - ETA: 5:47 - loss: 363.8645 - logits_profile_predictions_loss: 362.0883 - logcount_predictions_loss: 0.1850 141/2430 [>.............................] - ETA: 5:47 - loss: 363.8366 - logits_profile_predictions_loss: 362.0612 - logcount_predictions_loss: 0.1849 142/2430 [>.............................] - ETA: 5:47 - loss: 363.8114 - logits_profile_predictions_loss: 362.0368 - logcount_predictions_loss: 0.1849 143/2430 [>.............................] - ETA: 5:47 - loss: 363.7868 - logits_profile_predictions_loss: 362.0131 - logcount_predictions_loss: 0.1848 144/2430 [>.............................] - ETA: 5:47 - loss: 363.7622 - 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logits_profile_predictions_loss: 360.6896 - logcount_predictions_loss: 0.1781 314/2430 [==>...........................] - ETA: 5:20 - loss: 362.3978 - logits_profile_predictions_loss: 360.6879 - logcount_predictions_loss: 0.1781 315/2430 [==>...........................] - ETA: 5:20 - loss: 362.3960 - logits_profile_predictions_loss: 360.6863 - logcount_predictions_loss: 0.1781 316/2430 [==>...........................] - ETA: 5:20 - loss: 362.3940 - logits_profile_predictions_loss: 360.6845 - logcount_predictions_loss: 0.1781 317/2430 [==>...........................] - ETA: 5:20 - loss: 362.3920 - logits_profile_predictions_loss: 360.6827 - logcount_predictions_loss: 0.1780 318/2430 [==>...........................] - ETA: 5:20 - loss: 362.3898 - logits_profile_predictions_loss: 360.6808 - logcount_predictions_loss: 0.1780 319/2430 [==>...........................] - ETA: 5:20 - loss: 362.3872 - logits_profile_predictions_loss: 360.6785 - logcount_predictions_loss: 0.1780 320/2430 [==>...........................] - ETA: 5:20 - loss: 362.3848 - logits_profile_predictions_loss: 360.6763 - logcount_predictions_loss: 0.1780 321/2430 [==>...........................] - ETA: 5:19 - loss: 362.3822 - logits_profile_predictions_loss: 360.6739 - logcount_predictions_loss: 0.1779 322/2430 [==>...........................] - ETA: 5:19 - loss: 362.3796 - logits_profile_predictions_loss: 360.6716 - logcount_predictions_loss: 0.1779 323/2430 [==>...........................] - ETA: 5:19 - loss: 362.3771 - logits_profile_predictions_loss: 360.6693 - logcount_predictions_loss: 0.1779 324/2430 [===>..........................] - ETA: 5:19 - loss: 362.3745 - logits_profile_predictions_loss: 360.6668 - logcount_predictions_loss: 0.1779 325/2430 [===>..........................] - ETA: 5:19 - loss: 362.3721 - logits_profile_predictions_loss: 360.6648 - logcount_predictions_loss: 0.1779 326/2430 [===>..........................] - ETA: 5:19 - loss: 362.3698 - logits_profile_predictions_loss: 360.6626 - logcount_predictions_loss: 0.1778 327/2430 [===>..........................] - ETA: 5:19 - loss: 362.3671 - logits_profile_predictions_loss: 360.6602 - logcount_predictions_loss: 0.1778 328/2430 [===>..........................] - ETA: 5:18 - loss: 362.3646 - logits_profile_predictions_loss: 360.6579 - logcount_predictions_loss: 0.1778 329/2430 [===>..........................] - ETA: 5:18 - loss: 362.3619 - logits_profile_predictions_loss: 360.6555 - logcount_predictions_loss: 0.1778 330/2430 [===>..........................] - ETA: 5:18 - loss: 362.3590 - logits_profile_predictions_loss: 360.6527 - logcount_predictions_loss: 0.1777 331/2430 [===>..........................] - ETA: 5:18 - loss: 362.3562 - logits_profile_predictions_loss: 360.6501 - logcount_predictions_loss: 0.1777 332/2430 [===>..........................] - ETA: 5:18 - loss: 362.3533 - logits_profile_predictions_loss: 360.6475 - logcount_predictions_loss: 0.1777 333/2430 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logits_profile_predictions_loss: 360.6300 - logcount_predictions_loss: 0.1775 340/2430 [===>..........................] - ETA: 5:17 - loss: 362.3316 - logits_profile_predictions_loss: 360.6274 - logcount_predictions_loss: 0.1775 341/2430 [===>..........................] - ETA: 5:16 - loss: 362.3286 - logits_profile_predictions_loss: 360.6247 - logcount_predictions_loss: 0.1775 342/2430 [===>..........................] - ETA: 5:16 - loss: 362.3254 - logits_profile_predictions_loss: 360.6216 - logcount_predictions_loss: 0.1775 343/2430 [===>..........................] - ETA: 5:16 - loss: 362.3222 - logits_profile_predictions_loss: 360.6186 - logcount_predictions_loss: 0.1775 344/2430 [===>..........................] - ETA: 5:16 - loss: 362.3192 - logits_profile_predictions_loss: 360.6158 - logcount_predictions_loss: 0.1774 345/2430 [===>..........................] - ETA: 5:16 - loss: 362.3165 - logits_profile_predictions_loss: 360.6133 - logcount_predictions_loss: 0.1774 346/2430 [===>..........................] - ETA: 5:16 - loss: 362.3142 - logits_profile_predictions_loss: 360.6112 - logcount_predictions_loss: 0.1774 347/2430 [===>..........................] - ETA: 5:15 - loss: 362.3119 - logits_profile_predictions_loss: 360.6091 - logcount_predictions_loss: 0.1774 348/2430 [===>..........................] - ETA: 5:15 - loss: 362.3097 - logits_profile_predictions_loss: 360.6071 - logcount_predictions_loss: 0.1774 349/2430 [===>..........................] - ETA: 5:15 - loss: 362.3076 - logits_profile_predictions_loss: 360.6051 - logcount_predictions_loss: 0.1773 350/2430 [===>..........................] - ETA: 5:15 - loss: 362.3055 - logits_profile_predictions_loss: 360.6033 - logcount_predictions_loss: 0.1773 351/2430 [===>..........................] - ETA: 5:15 - loss: 362.3034 - logits_profile_predictions_loss: 360.6013 - logcount_predictions_loss: 0.1773 352/2430 [===>..........................] - ETA: 5:15 - loss: 362.3008 - 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[===>..........................] - ETA: 5:12 - loss: 362.2543 - logits_profile_predictions_loss: 360.5557 - logcount_predictions_loss: 0.1769 373/2430 [===>..........................] - ETA: 5:11 - loss: 362.2512 - logits_profile_predictions_loss: 360.5528 - logcount_predictions_loss: 0.1769 374/2430 [===>..........................] - ETA: 5:11 - loss: 362.2479 - logits_profile_predictions_loss: 360.5496 - logcount_predictions_loss: 0.1769 375/2430 [===>..........................] - ETA: 5:11 - loss: 362.2446 - logits_profile_predictions_loss: 360.5464 - logcount_predictions_loss: 0.1769 376/2430 [===>..........................] - ETA: 5:11 - loss: 362.2412 - logits_profile_predictions_loss: 360.5432 - logcount_predictions_loss: 0.1769 377/2430 [===>..........................] - ETA: 5:11 - loss: 362.2375 - logits_profile_predictions_loss: 360.5397 - logcount_predictions_loss: 0.1769 378/2430 [===>..........................] - ETA: 5:11 - loss: 362.2340 - logits_profile_predictions_loss: 360.5363 - logcount_predictions_loss: 0.1768 379/2430 [===>..........................] - ETA: 5:11 - loss: 362.2303 - logits_profile_predictions_loss: 360.5327 - logcount_predictions_loss: 0.1768 380/2430 [===>..........................] - ETA: 5:10 - loss: 362.2264 - logits_profile_predictions_loss: 360.5290 - logcount_predictions_loss: 0.1768 381/2430 [===>..........................] - ETA: 5:10 - loss: 362.2223 - logits_profile_predictions_loss: 360.5250 - logcount_predictions_loss: 0.1768 382/2430 [===>..........................] - ETA: 5:10 - loss: 362.2180 - logits_profile_predictions_loss: 360.5208 - logcount_predictions_loss: 0.1768 383/2430 [===>..........................] - ETA: 5:10 - loss: 362.2141 - logits_profile_predictions_loss: 360.5171 - logcount_predictions_loss: 0.1768 384/2430 [===>..........................] - ETA: 5:10 - loss: 362.2099 - logits_profile_predictions_loss: 360.5131 - logcount_predictions_loss: 0.1768 385/2430 [===>..........................] - ETA: 5:10 - loss: 362.2057 - logits_profile_predictions_loss: 360.5090 - logcount_predictions_loss: 0.1767 386/2430 [===>..........................] - ETA: 5:09 - loss: 362.2012 - logits_profile_predictions_loss: 360.5046 - logcount_predictions_loss: 0.1767 387/2430 [===>..........................] - ETA: 5:09 - loss: 362.1967 - logits_profile_predictions_loss: 360.5002 - logcount_predictions_loss: 0.1767 388/2430 [===>..........................] - ETA: 5:09 - loss: 362.1922 - logits_profile_predictions_loss: 360.4959 - logcount_predictions_loss: 0.1767 389/2430 [===>..........................] - ETA: 5:09 - loss: 362.1879 - logits_profile_predictions_loss: 360.4917 - logcount_predictions_loss: 0.1767 390/2430 [===>..........................] - ETA: 5:09 - loss: 362.1836 - logits_profile_predictions_loss: 360.4875 - logcount_predictions_loss: 0.1767 391/2430 [===>..........................] - ETA: 5:09 - loss: 362.1794 - logits_profile_predictions_loss: 360.4834 - logcount_predictions_loss: 0.1767 392/2430 [===>..........................] - ETA: 5:09 - loss: 362.1751 - logits_profile_predictions_loss: 360.4793 - logcount_predictions_loss: 0.1766 393/2430 [===>..........................] - ETA: 5:08 - loss: 362.1709 - logits_profile_predictions_loss: 360.4753 - logcount_predictions_loss: 0.1766 394/2430 [===>..........................] - ETA: 5:08 - loss: 362.1670 - logits_profile_predictions_loss: 360.4715 - logcount_predictions_loss: 0.1766 395/2430 [===>..........................] - ETA: 5:08 - loss: 362.1633 - logits_profile_predictions_loss: 360.4679 - logcount_predictions_loss: 0.1766 396/2430 [===>..........................] - ETA: 5:08 - loss: 362.1597 - logits_profile_predictions_loss: 360.4645 - logcount_predictions_loss: 0.1766 397/2430 [===>..........................] - ETA: 5:08 - loss: 362.1561 - logits_profile_predictions_loss: 360.4610 - logcount_predictions_loss: 0.1766 398/2430 [===>..........................] - ETA: 5:08 - loss: 362.1527 - logits_profile_predictions_loss: 360.4577 - logcount_predictions_loss: 0.1766 399/2430 [===>..........................] - ETA: 5:08 - loss: 362.1492 - logits_profile_predictions_loss: 360.4543 - logcount_predictions_loss: 0.1766 400/2430 [===>..........................] - ETA: 5:07 - loss: 362.1455 - logits_profile_predictions_loss: 360.4507 - logcount_predictions_loss: 0.1765 401/2430 [===>..........................] - ETA: 5:07 - loss: 362.1417 - logits_profile_predictions_loss: 360.4470 - logcount_predictions_loss: 0.1765 402/2430 [===>..........................] - ETA: 5:07 - loss: 362.1379 - logits_profile_predictions_loss: 360.4432 - logcount_predictions_loss: 0.1765 403/2430 [===>..........................] - ETA: 5:07 - loss: 362.1341 - logits_profile_predictions_loss: 360.4396 - logcount_predictions_loss: 0.1765 404/2430 [===>..........................] - ETA: 5:07 - loss: 362.1304 - logits_profile_predictions_loss: 360.4360 - logcount_predictions_loss: 0.1765 405/2430 [====>.........................] - ETA: 5:07 - loss: 362.1271 - logits_profile_predictions_loss: 360.4328 - logcount_predictions_loss: 0.1765 406/2430 [====>.........................] - ETA: 5:06 - loss: 362.1237 - logits_profile_predictions_loss: 360.4295 - logcount_predictions_loss: 0.1765 407/2430 [====>.........................] - ETA: 5:06 - loss: 362.1205 - logits_profile_predictions_loss: 360.4264 - logcount_predictions_loss: 0.1765 408/2430 [====>.........................] - ETA: 5:06 - loss: 362.1174 - logits_profile_predictions_loss: 360.4234 - logcount_predictions_loss: 0.1764 409/2430 [====>.........................] - ETA: 5:06 - loss: 362.1144 - logits_profile_predictions_loss: 360.4206 - logcount_predictions_loss: 0.1764 410/2430 [====>.........................] - ETA: 5:06 - loss: 362.1117 - logits_profile_predictions_loss: 360.4180 - logcount_predictions_loss: 0.1764 411/2430 [====>.........................] - ETA: 5:06 - loss: 362.1091 - logits_profile_predictions_loss: 360.4154 - logcount_predictions_loss: 0.1764 412/2430 [====>.........................] - ETA: 5:06 - loss: 362.1063 - logits_profile_predictions_loss: 360.4128 - logcount_predictions_loss: 0.1764 413/2430 [====>.........................] - ETA: 5:05 - loss: 362.1038 - logits_profile_predictions_loss: 360.4104 - logcount_predictions_loss: 0.1764 414/2430 [====>.........................] - ETA: 5:05 - loss: 362.1014 - logits_profile_predictions_loss: 360.4081 - logcount_predictions_loss: 0.1764 415/2430 [====>.........................] - ETA: 5:05 - loss: 362.0988 - logits_profile_predictions_loss: 360.4056 - logcount_predictions_loss: 0.1764 416/2430 [====>.........................] - ETA: 5:05 - loss: 362.0961 - logits_profile_predictions_loss: 360.4031 - logcount_predictions_loss: 0.1764 417/2430 [====>.........................] - ETA: 5:05 - loss: 362.0931 - logits_profile_predictions_loss: 360.4001 - logcount_predictions_loss: 0.1763 418/2430 [====>.........................] - ETA: 5:05 - loss: 362.0903 - logits_profile_predictions_loss: 360.3974 - logcount_predictions_loss: 0.1763 419/2430 [====>.........................] - ETA: 5:04 - loss: 362.0875 - logits_profile_predictions_loss: 360.3948 - logcount_predictions_loss: 0.1763 420/2430 [====>.........................] - ETA: 5:04 - loss: 362.0850 - logits_profile_predictions_loss: 360.3923 - logcount_predictions_loss: 0.1763 421/2430 [====>.........................] - ETA: 5:04 - loss: 362.0827 - logits_profile_predictions_loss: 360.3901 - logcount_predictions_loss: 0.1763 422/2430 [====>.........................] - ETA: 5:04 - loss: 362.0807 - logits_profile_predictions_loss: 360.3882 - logcount_predictions_loss: 0.1763 423/2430 [====>.........................] - ETA: 5:04 - loss: 362.0786 - logits_profile_predictions_loss: 360.3862 - logcount_predictions_loss: 0.1763 424/2430 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[============================>.] - ETA: 5s - loss: 361.2834 - logits_profile_predictions_loss: 359.6301 - logcount_predictions_loss: 0.1722 2395/2430 [============================>.] - ETA: 5s - loss: 361.2830 - logits_profile_predictions_loss: 359.6297 - logcount_predictions_loss: 0.1722 2396/2430 [============================>.] - ETA: 5s - loss: 361.2827 - logits_profile_predictions_loss: 359.6293 - logcount_predictions_loss: 0.1722 2397/2430 [============================>.] - ETA: 5s - loss: 361.2823 - logits_profile_predictions_loss: 359.6289 - logcount_predictions_loss: 0.1722 2398/2430 [============================>.] - ETA: 4s - loss: 361.2819 - logits_profile_predictions_loss: 359.6285 - logcount_predictions_loss: 0.1722 2399/2430 [============================>.] - ETA: 4s - loss: 361.2815 - logits_profile_predictions_loss: 359.6281 - logcount_predictions_loss: 0.1722 2400/2430 [============================>.] - ETA: 4s - loss: 361.2811 - logits_profile_predictions_loss: 359.6277 - logcount_predictions_loss: 0.1722 2401/2430 [============================>.] - ETA: 4s - loss: 361.2807 - logits_profile_predictions_loss: 359.6273 - logcount_predictions_loss: 0.1722 2402/2430 [============================>.] - ETA: 4s - loss: 361.2803 - logits_profile_predictions_loss: 359.6269 - logcount_predictions_loss: 0.1722 2403/2430 [============================>.] - ETA: 4s - loss: 361.2799 - logits_profile_predictions_loss: 359.6265 - logcount_predictions_loss: 0.1722 2404/2430 [============================>.] - ETA: 3s - loss: 361.2795 - logits_profile_predictions_loss: 359.6261 - logcount_predictions_loss: 0.1722 2405/2430 [============================>.] - ETA: 3s - loss: 361.2791 - logits_profile_predictions_loss: 359.6257 - logcount_predictions_loss: 0.1722 2406/2430 [============================>.] - ETA: 3s - loss: 361.2786 - logits_profile_predictions_loss: 359.6253 - logcount_predictions_loss: 0.1722 2407/2430 [============================>.] - ETA: 3s - loss: 361.2782 - logits_profile_predictions_loss: 359.6249 - logcount_predictions_loss: 0.1722 2408/2430 [============================>.] - ETA: 3s - loss: 361.2778 - logits_profile_predictions_loss: 359.6245 - logcount_predictions_loss: 0.1722 2409/2430 [============================>.] - ETA: 3s - loss: 361.2774 - logits_profile_predictions_loss: 359.6241 - logcount_predictions_loss: 0.1722 2410/2430 [============================>.] - ETA: 3s - loss: 361.2770 - logits_profile_predictions_loss: 359.6236 - logcount_predictions_loss: 0.1722 2411/2430 [============================>.] - ETA: 2s - loss: 361.2765 - logits_profile_predictions_loss: 359.6232 - logcount_predictions_loss: 0.1722 2412/2430 [============================>.] - ETA: 2s - loss: 361.2761 - logits_profile_predictions_loss: 359.6228 - logcount_predictions_loss: 0.1722 2413/2430 [============================>.] - ETA: 2s - loss: 361.2757 - logits_profile_predictions_loss: 359.6223 - logcount_predictions_loss: 0.1722 2414/2430 [============================>.] - ETA: 2s - loss: 361.2752 - logits_profile_predictions_loss: 359.6219 - logcount_predictions_loss: 0.1722 2415/2430 [============================>.] - ETA: 2s - loss: 361.2748 - logits_profile_predictions_loss: 359.6215 - logcount_predictions_loss: 0.1722 2416/2430 [============================>.] - ETA: 2s - loss: 361.2743 - logits_profile_predictions_loss: 359.6210 - logcount_predictions_loss: 0.1722 2417/2430 [============================>.] - ETA: 1s - loss: 361.2739 - logits_profile_predictions_loss: 359.6206 - logcount_predictions_loss: 0.1722 2418/2430 [============================>.] - ETA: 1s - loss: 361.2735 - logits_profile_predictions_loss: 359.6201 - logcount_predictions_loss: 0.1722 2419/2430 [============================>.] - ETA: 1s - loss: 361.2730 - logits_profile_predictions_loss: 359.6197 - logcount_predictions_loss: 0.1722 2420/2430 [============================>.] - ETA: 1s - loss: 361.2726 - logits_profile_predictions_loss: 359.6193 - logcount_predictions_loss: 0.1722 2421/2430 [============================>.] - ETA: 1s - loss: 361.2722 - logits_profile_predictions_loss: 359.6189 - logcount_predictions_loss: 0.1722 2422/2430 [============================>.] - ETA: 1s - loss: 361.2718 - logits_profile_predictions_loss: 359.6184 - logcount_predictions_loss: 0.1722 2423/2430 [============================>.] - ETA: 1s - loss: 361.2713 - logits_profile_predictions_loss: 359.6180 - logcount_predictions_loss: 0.1722 2424/2430 [============================>.] - ETA: 0s - loss: 361.2709 - logits_profile_predictions_loss: 359.6176 - logcount_predictions_loss: 0.1722 2425/2430 [============================>.] - ETA: 0s - loss: 361.2704 - logits_profile_predictions_loss: 359.6171 - logcount_predictions_loss: 0.1722 2426/2430 [============================>.] - ETA: 0s - loss: 361.2700 - logits_profile_predictions_loss: 359.6167 - logcount_predictions_loss: 0.1722 2427/2430 [============================>.] - ETA: 0s - loss: 361.2696 - logits_profile_predictions_loss: 359.6163 - logcount_predictions_loss: 0.1722 2428/2430 [============================>.] - ETA: 0s - loss: 361.2692 - logits_profile_predictions_loss: 359.6159 - logcount_predictions_loss: 0.1722 2429/2430 [============================>.] - ETA: 0s - loss: 361.2688 - logits_profile_predictions_loss: 359.6155 - logcount_predictions_loss: 0.1722 2430/2430 [==============================] - ETA: 0s - loss: 361.2683 - logits_profile_predictions_loss: 359.6150 - logcount_predictions_loss: 0.1722 2430/2430 [==============================] - 385s 158ms/step - loss: 361.2679 - logits_profile_predictions_loss: 359.6146 - logcount_predictions_loss: 0.1722 - val_loss: 360.8545 - val_logits_profile_predictions_loss: 358.9244 - val_logcount_predictions_loss: 0.2011 Epoch 00012: val_loss did not improve from 359.47211 Epoch 13/50 1/2430 [..............................] - ETA: 7:27 - loss: 419.1430 - logits_profile_predictions_loss: 416.6942 - logcount_predictions_loss: 0.2551 2/2430 [..............................] - ETA: 6:33 - loss: 384.4143 - logits_profile_predictions_loss: 382.1995 - logcount_predictions_loss: 0.2307 3/2430 [..............................] - ETA: 6:19 - loss: 374.8248 - logits_profile_predictions_loss: 372.7768 - logcount_predictions_loss: 0.2133 4/2430 [..............................] - ETA: 6:15 - loss: 370.3548 - logits_profile_predictions_loss: 368.3868 - logcount_predictions_loss: 0.2050 5/2430 [..............................] - ETA: 6:13 - loss: 368.5272 - logits_profile_predictions_loss: 366.6188 - logcount_predictions_loss: 0.1988 6/2430 [..............................] - ETA: 6:11 - loss: 367.6670 - logits_profile_predictions_loss: 365.8180 - logcount_predictions_loss: 0.1926 7/2430 [..............................] - ETA: 6:10 - loss: 366.3723 - logits_profile_predictions_loss: 364.5801 - logcount_predictions_loss: 0.1867 8/2430 [..............................] - ETA: 6:09 - loss: 364.9223 - logits_profile_predictions_loss: 363.1734 - logcount_predictions_loss: 0.1822 9/2430 [..............................] - ETA: 6:09 - loss: 363.9285 - logits_profile_predictions_loss: 362.2129 - logcount_predictions_loss: 0.1787 10/2430 [..............................] - ETA: 6:08 - loss: 362.7843 - logits_profile_predictions_loss: 361.0962 - logcount_predictions_loss: 0.1759 11/2430 [..............................] - ETA: 6:08 - loss: 361.8818 - logits_profile_predictions_loss: 360.2086 - logcount_predictions_loss: 0.1743 12/2430 [..............................] - ETA: 6:07 - loss: 361.0992 - logits_profile_predictions_loss: 359.4387 - logcount_predictions_loss: 0.1730 13/2430 [..............................] - ETA: 6:07 - loss: 360.6326 - logits_profile_predictions_loss: 358.9843 - logcount_predictions_loss: 0.1717 14/2430 [..............................] - ETA: 6:07 - loss: 360.1225 - logits_profile_predictions_loss: 358.4760 - logcount_predictions_loss: 0.1715 15/2430 [..............................] - ETA: 6:06 - loss: 359.6087 - logits_profile_predictions_loss: 357.9636 - logcount_predictions_loss: 0.1714 16/2430 [..............................] - ETA: 6:06 - loss: 359.2022 - logits_profile_predictions_loss: 357.5503 - logcount_predictions_loss: 0.1721 17/2430 [..............................] - ETA: 6:06 - loss: 358.9441 - logits_profile_predictions_loss: 357.2868 - logcount_predictions_loss: 0.1726 18/2430 [..............................] - ETA: 6:06 - loss: 358.7776 - logits_profile_predictions_loss: 357.1159 - logcount_predictions_loss: 0.1731 19/2430 [..............................] - ETA: 6:05 - loss: 358.7726 - logits_profile_predictions_loss: 357.1081 - logcount_predictions_loss: 0.1734 20/2430 [..............................] - ETA: 6:05 - loss: 358.8980 - logits_profile_predictions_loss: 357.2323 - logcount_predictions_loss: 0.1735 21/2430 [..............................] - ETA: 6:05 - loss: 358.8889 - logits_profile_predictions_loss: 357.2205 - logcount_predictions_loss: 0.1738 22/2430 [..............................] - ETA: 6:05 - loss: 359.0602 - logits_profile_predictions_loss: 357.3901 - logcount_predictions_loss: 0.1740 23/2430 [..............................] - ETA: 6:05 - loss: 359.1543 - logits_profile_predictions_loss: 357.4810 - logcount_predictions_loss: 0.1743 24/2430 [..............................] - ETA: 6:04 - loss: 359.2155 - logits_profile_predictions_loss: 357.5394 - logcount_predictions_loss: 0.1746 25/2430 [..............................] - ETA: 6:04 - loss: 359.2049 - logits_profile_predictions_loss: 357.5268 - logcount_predictions_loss: 0.1748 26/2430 [..............................] - ETA: 6:04 - loss: 359.2462 - logits_profile_predictions_loss: 357.5669 - logcount_predictions_loss: 0.1749 27/2430 [..............................] - ETA: 6:04 - loss: 359.2963 - logits_profile_predictions_loss: 357.6160 - logcount_predictions_loss: 0.1750 28/2430 [..............................] - ETA: 6:04 - loss: 359.4487 - logits_profile_predictions_loss: 357.7673 - logcount_predictions_loss: 0.1751 29/2430 [..............................] - ETA: 6:03 - loss: 359.5685 - logits_profile_predictions_loss: 357.8863 - logcount_predictions_loss: 0.1752 30/2430 [..............................] - ETA: 6:03 - loss: 359.6587 - logits_profile_predictions_loss: 357.9765 - logcount_predictions_loss: 0.1752 31/2430 [..............................] - ETA: 6:03 - loss: 359.7304 - logits_profile_predictions_loss: 358.0482 - logcount_predictions_loss: 0.1752 32/2430 [..............................] - ETA: 6:03 - loss: 359.7806 - logits_profile_predictions_loss: 358.0987 - logcount_predictions_loss: 0.1752 33/2430 [..............................] - ETA: 6:03 - loss: 359.8145 - logits_profile_predictions_loss: 358.1322 - logcount_predictions_loss: 0.1752 34/2430 [..............................] - ETA: 6:03 - loss: 359.8279 - logits_profile_predictions_loss: 358.1453 - logcount_predictions_loss: 0.1753 35/2430 [..............................] - ETA: 6:02 - loss: 359.8625 - logits_profile_predictions_loss: 358.1796 - logcount_predictions_loss: 0.1753 36/2430 [..............................] - ETA: 6:02 - loss: 359.9210 - logits_profile_predictions_loss: 358.2379 - logcount_predictions_loss: 0.1753 37/2430 [..............................] - ETA: 6:02 - loss: 359.9777 - logits_profile_predictions_loss: 358.2947 - logcount_predictions_loss: 0.1753 38/2430 [..............................] - ETA: 6:02 - loss: 360.0352 - logits_profile_predictions_loss: 358.3526 - logcount_predictions_loss: 0.1753 39/2430 [..............................] - ETA: 6:02 - loss: 360.0935 - logits_profile_predictions_loss: 358.4114 - logcount_predictions_loss: 0.1752 40/2430 [..............................] - ETA: 6:02 - loss: 360.1138 - logits_profile_predictions_loss: 358.4320 - logcount_predictions_loss: 0.1752 41/2430 [..............................] - ETA: 6:02 - loss: 360.1498 - logits_profile_predictions_loss: 358.4680 - logcount_predictions_loss: 0.1752 42/2430 [..............................] - ETA: 6:01 - loss: 360.1625 - logits_profile_predictions_loss: 358.4810 - logcount_predictions_loss: 0.1752 43/2430 [..............................] - ETA: 6:01 - loss: 360.1858 - logits_profile_predictions_loss: 358.5046 - logcount_predictions_loss: 0.1751 44/2430 [..............................] - ETA: 6:01 - loss: 360.1879 - logits_profile_predictions_loss: 358.5072 - logcount_predictions_loss: 0.1751 45/2430 [..............................] - ETA: 6:01 - loss: 360.1869 - logits_profile_predictions_loss: 358.5068 - logcount_predictions_loss: 0.1750 46/2430 [..............................] - ETA: 6:01 - loss: 360.1924 - logits_profile_predictions_loss: 358.5130 - logcount_predictions_loss: 0.1749 47/2430 [..............................] - ETA: 6:01 - loss: 360.2030 - logits_profile_predictions_loss: 358.5244 - logcount_predictions_loss: 0.1749 48/2430 [..............................] - ETA: 6:00 - loss: 360.2163 - logits_profile_predictions_loss: 358.5386 - logcount_predictions_loss: 0.1748 49/2430 [..............................] - ETA: 6:00 - loss: 360.2226 - logits_profile_predictions_loss: 358.5457 - logcount_predictions_loss: 0.1747 50/2430 [..............................] - ETA: 6:00 - loss: 360.2177 - logits_profile_predictions_loss: 358.5413 - logcount_predictions_loss: 0.1746 51/2430 [..............................] - ETA: 6:00 - loss: 360.2215 - logits_profile_predictions_loss: 358.5458 - logcount_predictions_loss: 0.1746 52/2430 [..............................] - ETA: 6:00 - loss: 360.2127 - logits_profile_predictions_loss: 358.5377 - logcount_predictions_loss: 0.1745 53/2430 [..............................] - ETA: 5:59 - loss: 360.2048 - logits_profile_predictions_loss: 358.5306 - logcount_predictions_loss: 0.1744 54/2430 [..............................] - ETA: 5:59 - loss: 360.1900 - logits_profile_predictions_loss: 358.5162 - logcount_predictions_loss: 0.1744 55/2430 [..............................] - ETA: 5:59 - loss: 360.1700 - logits_profile_predictions_loss: 358.4968 - logcount_predictions_loss: 0.1743 56/2430 [..............................] - ETA: 5:59 - loss: 360.1457 - logits_profile_predictions_loss: 358.4731 - logcount_predictions_loss: 0.1742 57/2430 [..............................] - ETA: 5:59 - loss: 360.1232 - logits_profile_predictions_loss: 358.4513 - logcount_predictions_loss: 0.1742 58/2430 [..............................] - ETA: 5:59 - loss: 360.1029 - logits_profile_predictions_loss: 358.4317 - logcount_predictions_loss: 0.1741 59/2430 [..............................] - ETA: 5:59 - loss: 360.0878 - logits_profile_predictions_loss: 358.4174 - logcount_predictions_loss: 0.1740 60/2430 [..............................] - ETA: 5:58 - loss: 360.0666 - logits_profile_predictions_loss: 358.3970 - logcount_predictions_loss: 0.1739 61/2430 [..............................] - ETA: 5:58 - loss: 360.0446 - logits_profile_predictions_loss: 358.3756 - logcount_predictions_loss: 0.1739 62/2430 [..............................] - ETA: 5:58 - loss: 360.0292 - logits_profile_predictions_loss: 358.3607 - logcount_predictions_loss: 0.1738 63/2430 [..............................] - ETA: 5:58 - loss: 360.0064 - logits_profile_predictions_loss: 358.3385 - logcount_predictions_loss: 0.1737 64/2430 [..............................] - ETA: 5:58 - loss: 359.9862 - logits_profile_predictions_loss: 358.3190 - logcount_predictions_loss: 0.1737 65/2430 [..............................] - ETA: 5:58 - loss: 359.9727 - logits_profile_predictions_loss: 358.3062 - logcount_predictions_loss: 0.1736 66/2430 [..............................] - ETA: 5:58 - loss: 359.9688 - logits_profile_predictions_loss: 358.3030 - logcount_predictions_loss: 0.1735 67/2430 [..............................] - ETA: 5:57 - loss: 359.9643 - logits_profile_predictions_loss: 358.2992 - logcount_predictions_loss: 0.1735 68/2430 [..............................] - ETA: 5:57 - loss: 359.9504 - logits_profile_predictions_loss: 358.2860 - logcount_predictions_loss: 0.1734 69/2430 [..............................] - ETA: 5:57 - loss: 359.9284 - logits_profile_predictions_loss: 358.2646 - logcount_predictions_loss: 0.1733 70/2430 [..............................] - ETA: 5:57 - loss: 359.9085 - logits_profile_predictions_loss: 358.2454 - logcount_predictions_loss: 0.1732 71/2430 [..............................] - ETA: 5:57 - loss: 359.8879 - logits_profile_predictions_loss: 358.2253 - logcount_predictions_loss: 0.1732 72/2430 [..............................] - ETA: 5:57 - loss: 359.8592 - logits_profile_predictions_loss: 358.1972 - logcount_predictions_loss: 0.1731 73/2430 [..............................] - ETA: 5:56 - loss: 359.8307 - logits_profile_predictions_loss: 358.1694 - logcount_predictions_loss: 0.1731 74/2430 [..............................] - ETA: 5:56 - loss: 359.7972 - logits_profile_predictions_loss: 358.1366 - logcount_predictions_loss: 0.1730 75/2430 [..............................] - ETA: 5:56 - loss: 359.7659 - logits_profile_predictions_loss: 358.1060 - logcount_predictions_loss: 0.1729 76/2430 [..............................] - ETA: 5:56 - loss: 359.7301 - logits_profile_predictions_loss: 358.0709 - logcount_predictions_loss: 0.1728 77/2430 [..............................] - ETA: 5:56 - loss: 359.7042 - logits_profile_predictions_loss: 358.0456 - logcount_predictions_loss: 0.1728 78/2430 [..............................] - ETA: 5:56 - loss: 359.6822 - logits_profile_predictions_loss: 358.0242 - logcount_predictions_loss: 0.1727 79/2430 [..............................] - ETA: 5:56 - loss: 359.6696 - logits_profile_predictions_loss: 358.0122 - logcount_predictions_loss: 0.1726 80/2430 [..............................] - ETA: 5:55 - loss: 359.6576 - logits_profile_predictions_loss: 358.0007 - logcount_predictions_loss: 0.1726 81/2430 [>.............................] - ETA: 5:55 - loss: 359.6477 - logits_profile_predictions_loss: 357.9914 - logcount_predictions_loss: 0.1725 82/2430 [>.............................] - ETA: 5:55 - loss: 359.6380 - logits_profile_predictions_loss: 357.9823 - logcount_predictions_loss: 0.1725 83/2430 [>.............................] - ETA: 5:55 - loss: 359.6392 - logits_profile_predictions_loss: 357.9841 - logcount_predictions_loss: 0.1724 84/2430 [>.............................] - ETA: 5:55 - loss: 359.6436 - logits_profile_predictions_loss: 357.9891 - logcount_predictions_loss: 0.1724 85/2430 [>.............................] - ETA: 5:55 - loss: 359.6507 - logits_profile_predictions_loss: 357.9968 - logcount_predictions_loss: 0.1723 86/2430 [>.............................] - ETA: 5:54 - loss: 359.6506 - logits_profile_predictions_loss: 357.9972 - logcount_predictions_loss: 0.1722 87/2430 [>.............................] - ETA: 5:54 - 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[====>.........................] - ETA: 4:55 - loss: 358.9993 - logits_profile_predictions_loss: 357.3485 - logcount_predictions_loss: 0.1720 485/2430 [====>.........................] - ETA: 4:55 - loss: 358.9980 - logits_profile_predictions_loss: 357.3472 - logcount_predictions_loss: 0.1720 486/2430 [=====>........................] - ETA: 4:55 - loss: 358.9968 - logits_profile_predictions_loss: 357.3460 - logcount_predictions_loss: 0.1720 487/2430 [=====>........................] - ETA: 4:54 - loss: 358.9956 - logits_profile_predictions_loss: 357.3447 - logcount_predictions_loss: 0.1720 488/2430 [=====>........................] - ETA: 4:54 - loss: 358.9943 - logits_profile_predictions_loss: 357.3435 - logcount_predictions_loss: 0.1720 489/2430 [=====>........................] - ETA: 4:54 - loss: 358.9930 - logits_profile_predictions_loss: 357.3421 - logcount_predictions_loss: 0.1720 490/2430 [=====>........................] - ETA: 4:54 - loss: 358.9918 - 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[============================>.] - ETA: 11s - loss: 359.0809 - logits_profile_predictions_loss: 357.4353 - logcount_predictions_loss: 0.1714 2357/2430 [============================>.] - ETA: 11s - loss: 359.0808 - logits_profile_predictions_loss: 357.4352 - logcount_predictions_loss: 0.1714 2358/2430 [============================>.] - ETA: 10s - loss: 359.0807 - logits_profile_predictions_loss: 357.4351 - logcount_predictions_loss: 0.1714 2359/2430 [============================>.] - ETA: 10s - loss: 359.0806 - logits_profile_predictions_loss: 357.4350 - logcount_predictions_loss: 0.1714 2360/2430 [============================>.] - ETA: 10s - loss: 359.0805 - logits_profile_predictions_loss: 357.4349 - logcount_predictions_loss: 0.1714 2361/2430 [============================>.] - ETA: 10s - loss: 359.0804 - logits_profile_predictions_loss: 357.4348 - logcount_predictions_loss: 0.1714 2362/2430 [============================>.] - ETA: 10s - loss: 359.0803 - 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[============================>.] - ETA: 9s - loss: 359.0796 - logits_profile_predictions_loss: 357.4340 - logcount_predictions_loss: 0.1714 2370/2430 [============================>.] - ETA: 9s - loss: 359.0795 - logits_profile_predictions_loss: 357.4339 - logcount_predictions_loss: 0.1714 2371/2430 [============================>.] - ETA: 8s - loss: 359.0794 - logits_profile_predictions_loss: 357.4338 - logcount_predictions_loss: 0.1714 2372/2430 [============================>.] - ETA: 8s - loss: 359.0793 - logits_profile_predictions_loss: 357.4337 - logcount_predictions_loss: 0.1714 2373/2430 [============================>.] - ETA: 8s - loss: 359.0792 - logits_profile_predictions_loss: 357.4336 - logcount_predictions_loss: 0.1714 2374/2430 [============================>.] - ETA: 8s - loss: 359.0791 - logits_profile_predictions_loss: 357.4335 - logcount_predictions_loss: 0.1714 2375/2430 [============================>.] - ETA: 8s - loss: 359.0790 - logits_profile_predictions_loss: 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[============================>.] - ETA: 4s - loss: 359.0764 - logits_profile_predictions_loss: 357.4310 - logcount_predictions_loss: 0.1714 2403/2430 [============================>.] - ETA: 4s - loss: 359.0763 - logits_profile_predictions_loss: 357.4308 - logcount_predictions_loss: 0.1714 2404/2430 [============================>.] - ETA: 3s - loss: 359.0762 - logits_profile_predictions_loss: 357.4307 - logcount_predictions_loss: 0.1714 2405/2430 [============================>.] - ETA: 3s - loss: 359.0761 - logits_profile_predictions_loss: 357.4306 - logcount_predictions_loss: 0.1714 2406/2430 [============================>.] - ETA: 3s - loss: 359.0760 - logits_profile_predictions_loss: 357.4305 - logcount_predictions_loss: 0.1714 2407/2430 [============================>.] - ETA: 3s - loss: 359.0758 - logits_profile_predictions_loss: 357.4304 - logcount_predictions_loss: 0.1714 2408/2430 [============================>.] - ETA: 3s - loss: 359.0757 - logits_profile_predictions_loss: 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2422/2430 [============================>.] - ETA: 1s - loss: 359.0740 - logits_profile_predictions_loss: 357.4286 - logcount_predictions_loss: 0.1714 2423/2430 [============================>.] - ETA: 1s - loss: 359.0738 - logits_profile_predictions_loss: 357.4284 - logcount_predictions_loss: 0.1714 2424/2430 [============================>.] - ETA: 0s - loss: 359.0737 - logits_profile_predictions_loss: 357.4283 - logcount_predictions_loss: 0.1714 2425/2430 [============================>.] - ETA: 0s - loss: 359.0736 - logits_profile_predictions_loss: 357.4282 - logcount_predictions_loss: 0.1714 2426/2430 [============================>.] - ETA: 0s - loss: 359.0735 - logits_profile_predictions_loss: 357.4281 - logcount_predictions_loss: 0.1714 2427/2430 [============================>.] - ETA: 0s - loss: 359.0733 - logits_profile_predictions_loss: 357.4279 - logcount_predictions_loss: 0.1714 2428/2430 [============================>.] - ETA: 0s - loss: 359.0732 - logits_profile_predictions_loss: 357.4278 - logcount_predictions_loss: 0.1714 2429/2430 [============================>.] - ETA: 0s - loss: 359.0731 - logits_profile_predictions_loss: 357.4277 - logcount_predictions_loss: 0.1714 2430/2430 [==============================] - ETA: 0s - loss: 359.0729 - logits_profile_predictions_loss: 357.4276 - logcount_predictions_loss: 0.1714 2430/2430 [==============================] - 385s 159ms/step - loss: 359.0728 - logits_profile_predictions_loss: 357.4274 - logcount_predictions_loss: 0.1714 - val_loss: 360.5802 - val_logits_profile_predictions_loss: 358.7182 - val_logcount_predictions_loss: 0.1939 Epoch 00013: val_loss did not improve from 359.47211 Epoch 14/50 1/2430 [..............................] - ETA: 7:09 - loss: 322.3642 - logits_profile_predictions_loss: 320.7378 - logcount_predictions_loss: 0.1694 2/2430 [..............................] - ETA: 6:10 - loss: 332.6948 - logits_profile_predictions_loss: 331.1938 - logcount_predictions_loss: 0.1564 3/2430 [..............................] - ETA: 6:11 - loss: 339.4961 - logits_profile_predictions_loss: 338.0196 - logcount_predictions_loss: 0.1538 4/2430 [..............................] - ETA: 6:13 - loss: 341.3749 - logits_profile_predictions_loss: 339.8453 - logcount_predictions_loss: 0.1593 5/2430 [..............................] - ETA: 6:16 - loss: 342.1781 - logits_profile_predictions_loss: 340.5666 - logcount_predictions_loss: 0.1679 6/2430 [..............................] - ETA: 6:14 - loss: 343.0235 - logits_profile_predictions_loss: 341.3686 - logcount_predictions_loss: 0.1724 7/2430 [..............................] - ETA: 6:13 - loss: 343.4088 - logits_profile_predictions_loss: 341.7076 - logcount_predictions_loss: 0.1772 8/2430 [..............................] - ETA: 6:12 - loss: 343.4021 - logits_profile_predictions_loss: 341.6703 - logcount_predictions_loss: 0.1804 9/2430 [..............................] - ETA: 6:11 - loss: 344.1666 - logits_profile_predictions_loss: 342.4176 - logcount_predictions_loss: 0.1822 10/2430 [..............................] - ETA: 6:10 - loss: 344.6242 - logits_profile_predictions_loss: 342.8708 - logcount_predictions_loss: 0.1826 11/2430 [..............................] - ETA: 6:09 - loss: 345.3614 - logits_profile_predictions_loss: 343.6112 - logcount_predictions_loss: 0.1823 12/2430 [..............................] - ETA: 6:09 - loss: 346.0721 - logits_profile_predictions_loss: 344.3286 - logcount_predictions_loss: 0.1816 13/2430 [..............................] - ETA: 6:08 - loss: 346.6911 - logits_profile_predictions_loss: 344.9530 - logcount_predictions_loss: 0.1810 14/2430 [..............................] - ETA: 6:08 - loss: 347.4212 - logits_profile_predictions_loss: 345.6865 - logcount_predictions_loss: 0.1807 15/2430 [..............................] - ETA: 6:07 - loss: 348.0836 - logits_profile_predictions_loss: 346.3492 - logcount_predictions_loss: 0.1807 16/2430 [..............................] - ETA: 6:07 - loss: 348.5996 - logits_profile_predictions_loss: 346.8661 - logcount_predictions_loss: 0.1806 17/2430 [..............................] - ETA: 6:07 - loss: 348.9667 - logits_profile_predictions_loss: 347.2356 - logcount_predictions_loss: 0.1803 18/2430 [..............................] - ETA: 6:06 - loss: 349.3856 - logits_profile_predictions_loss: 347.6577 - logcount_predictions_loss: 0.1800 19/2430 [..............................] - ETA: 6:06 - loss: 349.7599 - logits_profile_predictions_loss: 348.0352 - logcount_predictions_loss: 0.1797 20/2430 [..............................] - ETA: 6:06 - loss: 349.9420 - logits_profile_predictions_loss: 348.2175 - logcount_predictions_loss: 0.1796 21/2430 [..............................] - ETA: 6:06 - loss: 350.0275 - logits_profile_predictions_loss: 348.3034 - logcount_predictions_loss: 0.1796 22/2430 [..............................] - ETA: 6:05 - loss: 350.2305 - logits_profile_predictions_loss: 348.5068 - logcount_predictions_loss: 0.1795 23/2430 [..............................] - ETA: 6:05 - loss: 350.4039 - logits_profile_predictions_loss: 348.6808 - logcount_predictions_loss: 0.1795 24/2430 [..............................] - ETA: 6:05 - loss: 350.4966 - logits_profile_predictions_loss: 348.7745 - logcount_predictions_loss: 0.1794 25/2430 [..............................] - ETA: 6:05 - loss: 350.6071 - logits_profile_predictions_loss: 348.8860 - logcount_predictions_loss: 0.1793 26/2430 [..............................] - ETA: 6:04 - loss: 350.6785 - logits_profile_predictions_loss: 348.9587 - logcount_predictions_loss: 0.1791 27/2430 [..............................] - ETA: 6:04 - loss: 350.7558 - logits_profile_predictions_loss: 349.0370 - logcount_predictions_loss: 0.1790 28/2430 [..............................] - ETA: 6:04 - loss: 350.8460 - logits_profile_predictions_loss: 349.1280 - logcount_predictions_loss: 0.1790 29/2430 [..............................] - ETA: 6:04 - loss: 350.9829 - logits_profile_predictions_loss: 349.2658 - logcount_predictions_loss: 0.1789 30/2430 [..............................] - ETA: 6:03 - loss: 351.1026 - logits_profile_predictions_loss: 349.3865 - logcount_predictions_loss: 0.1788 31/2430 [..............................] - ETA: 6:03 - loss: 351.2317 - logits_profile_predictions_loss: 349.5173 - logcount_predictions_loss: 0.1786 32/2430 [..............................] - ETA: 6:03 - loss: 351.3608 - logits_profile_predictions_loss: 349.6475 - logcount_predictions_loss: 0.1785 33/2430 [..............................] - ETA: 6:03 - loss: 351.5120 - logits_profile_predictions_loss: 349.8003 - logcount_predictions_loss: 0.1783 34/2430 [..............................] - ETA: 6:03 - loss: 351.6496 - logits_profile_predictions_loss: 349.9401 - logcount_predictions_loss: 0.1781 35/2430 [..............................] - ETA: 6:03 - loss: 351.8313 - logits_profile_predictions_loss: 350.1240 - logcount_predictions_loss: 0.1779 36/2430 [..............................] - ETA: 6:02 - loss: 352.0290 - logits_profile_predictions_loss: 350.3237 - logcount_predictions_loss: 0.1776 37/2430 [..............................] - ETA: 6:02 - loss: 352.1667 - logits_profile_predictions_loss: 350.4626 - logcount_predictions_loss: 0.1775 38/2430 [..............................] - ETA: 6:02 - loss: 352.3030 - logits_profile_predictions_loss: 350.6001 - logcount_predictions_loss: 0.1774 39/2430 [..............................] - ETA: 6:02 - loss: 352.4215 - logits_profile_predictions_loss: 350.7198 - logcount_predictions_loss: 0.1773 40/2430 [..............................] - ETA: 6:02 - loss: 352.5441 - logits_profile_predictions_loss: 350.8435 - logcount_predictions_loss: 0.1771 41/2430 [..............................] - ETA: 6:01 - loss: 352.6507 - logits_profile_predictions_loss: 350.9514 - logcount_predictions_loss: 0.1770 42/2430 [..............................] - ETA: 6:01 - loss: 352.7306 - logits_profile_predictions_loss: 351.0325 - logcount_predictions_loss: 0.1769 43/2430 [..............................] - ETA: 6:01 - loss: 352.7920 - logits_profile_predictions_loss: 351.0948 - logcount_predictions_loss: 0.1768 44/2430 [..............................] - ETA: 6:01 - loss: 352.8576 - logits_profile_predictions_loss: 351.1616 - logcount_predictions_loss: 0.1767 45/2430 [..............................] - ETA: 6:01 - loss: 352.9169 - logits_profile_predictions_loss: 351.2219 - logcount_predictions_loss: 0.1766 46/2430 [..............................] - ETA: 6:01 - loss: 352.9622 - logits_profile_predictions_loss: 351.2679 - logcount_predictions_loss: 0.1765 47/2430 [..............................] - ETA: 6:00 - loss: 353.0313 - logits_profile_predictions_loss: 351.3375 - logcount_predictions_loss: 0.1764 48/2430 [..............................] - ETA: 6:00 - loss: 353.0928 - logits_profile_predictions_loss: 351.3998 - logcount_predictions_loss: 0.1764 49/2430 [..............................] - ETA: 6:00 - loss: 353.1483 - logits_profile_predictions_loss: 351.4560 - logcount_predictions_loss: 0.1763 50/2430 [..............................] - ETA: 6:00 - loss: 353.2142 - logits_profile_predictions_loss: 351.5227 - logcount_predictions_loss: 0.1762 51/2430 [..............................] - ETA: 6:00 - loss: 353.3026 - logits_profile_predictions_loss: 351.6118 - logcount_predictions_loss: 0.1761 52/2430 [..............................] - ETA: 6:00 - loss: 353.3864 - logits_profile_predictions_loss: 351.6963 - logcount_predictions_loss: 0.1761 53/2430 [..............................] - ETA: 5:59 - loss: 353.4679 - logits_profile_predictions_loss: 351.7784 - logcount_predictions_loss: 0.1760 54/2430 [..............................] - ETA: 5:59 - loss: 353.5534 - logits_profile_predictions_loss: 351.8646 - logcount_predictions_loss: 0.1759 55/2430 [..............................] - ETA: 5:59 - loss: 353.6443 - logits_profile_predictions_loss: 351.9563 - logcount_predictions_loss: 0.1758 56/2430 [..............................] - ETA: 5:59 - loss: 353.7503 - logits_profile_predictions_loss: 352.0630 - logcount_predictions_loss: 0.1758 57/2430 [..............................] - ETA: 5:59 - loss: 353.8574 - logits_profile_predictions_loss: 352.1708 - logcount_predictions_loss: 0.1757 58/2430 [..............................] - ETA: 5:58 - loss: 353.9549 - logits_profile_predictions_loss: 352.2692 - logcount_predictions_loss: 0.1756 59/2430 [..............................] - ETA: 5:58 - loss: 354.0452 - logits_profile_predictions_loss: 352.3604 - logcount_predictions_loss: 0.1755 60/2430 [..............................] - ETA: 5:58 - loss: 354.1253 - logits_profile_predictions_loss: 352.4414 - logcount_predictions_loss: 0.1754 61/2430 [..............................] - ETA: 5:58 - loss: 354.2063 - logits_profile_predictions_loss: 352.5234 - logcount_predictions_loss: 0.1753 62/2430 [..............................] - ETA: 5:58 - loss: 354.2865 - logits_profile_predictions_loss: 352.6045 - logcount_predictions_loss: 0.1752 63/2430 [..............................] - ETA: 5:58 - loss: 354.3580 - logits_profile_predictions_loss: 352.6772 - logcount_predictions_loss: 0.1751 64/2430 [..............................] - ETA: 5:58 - loss: 354.4383 - logits_profile_predictions_loss: 352.7585 - logcount_predictions_loss: 0.1750 65/2430 [..............................] - ETA: 5:57 - loss: 354.5129 - logits_profile_predictions_loss: 352.8342 - logcount_predictions_loss: 0.1749 66/2430 [..............................] - ETA: 5:57 - loss: 354.5876 - logits_profile_predictions_loss: 352.9100 - logcount_predictions_loss: 0.1748 67/2430 [..............................] - ETA: 5:57 - loss: 354.6537 - logits_profile_predictions_loss: 352.9773 - logcount_predictions_loss: 0.1746 68/2430 [..............................] - ETA: 5:57 - loss: 354.7110 - logits_profile_predictions_loss: 353.0358 - logcount_predictions_loss: 0.1745 69/2430 [..............................] - ETA: 5:57 - loss: 354.7703 - logits_profile_predictions_loss: 353.0963 - logcount_predictions_loss: 0.1744 70/2430 [..............................] - ETA: 5:57 - loss: 354.8336 - logits_profile_predictions_loss: 353.1610 - logcount_predictions_loss: 0.1742 71/2430 [..............................] - ETA: 5:57 - loss: 354.8850 - logits_profile_predictions_loss: 353.2138 - logcount_predictions_loss: 0.1741 72/2430 [..............................] - ETA: 5:57 - loss: 354.9234 - logits_profile_predictions_loss: 353.2536 - logcount_predictions_loss: 0.1739 73/2430 [..............................] - ETA: 5:56 - loss: 354.9534 - logits_profile_predictions_loss: 353.2850 - logcount_predictions_loss: 0.1738 74/2430 [..............................] - ETA: 5:56 - loss: 354.9865 - logits_profile_predictions_loss: 353.3193 - logcount_predictions_loss: 0.1737 75/2430 [..............................] - ETA: 5:56 - loss: 355.0168 - logits_profile_predictions_loss: 353.3510 - logcount_predictions_loss: 0.1735 76/2430 [..............................] - ETA: 5:56 - loss: 355.0426 - logits_profile_predictions_loss: 353.3782 - logcount_predictions_loss: 0.1734 77/2430 [..............................] - ETA: 5:56 - loss: 355.0662 - logits_profile_predictions_loss: 353.4031 - logcount_predictions_loss: 0.1732 78/2430 [..............................] - ETA: 5:56 - loss: 355.0952 - logits_profile_predictions_loss: 353.4333 - logcount_predictions_loss: 0.1731 79/2430 [..............................] - ETA: 5:55 - loss: 355.1209 - logits_profile_predictions_loss: 353.4601 - logcount_predictions_loss: 0.1730 80/2430 [..............................] - ETA: 5:55 - loss: 355.1404 - logits_profile_predictions_loss: 353.4809 - logcount_predictions_loss: 0.1729 81/2430 [>.............................] - ETA: 5:55 - loss: 355.1579 - logits_profile_predictions_loss: 353.4995 - logcount_predictions_loss: 0.1727 82/2430 [>.............................] - ETA: 5:55 - loss: 355.1855 - logits_profile_predictions_loss: 353.5282 - logcount_predictions_loss: 0.1726 83/2430 [>.............................] - ETA: 5:55 - loss: 355.2126 - logits_profile_predictions_loss: 353.5564 - logcount_predictions_loss: 0.1725 84/2430 [>.............................] - ETA: 5:55 - loss: 355.2350 - logits_profile_predictions_loss: 353.5798 - logcount_predictions_loss: 0.1724 85/2430 [>.............................] - ETA: 5:55 - loss: 355.2570 - logits_profile_predictions_loss: 353.6028 - logcount_predictions_loss: 0.1723 86/2430 [>.............................] - ETA: 5:54 - loss: 355.2797 - logits_profile_predictions_loss: 353.6266 - logcount_predictions_loss: 0.1722 87/2430 [>.............................] - ETA: 5:54 - loss: 355.3036 - logits_profile_predictions_loss: 353.6516 - logcount_predictions_loss: 0.1721 88/2430 [>.............................] - ETA: 5:54 - loss: 355.3245 - logits_profile_predictions_loss: 353.6734 - logcount_predictions_loss: 0.1720 89/2430 [>.............................] - ETA: 5:54 - loss: 355.3393 - logits_profile_predictions_loss: 353.6891 - logcount_predictions_loss: 0.1719 90/2430 [>.............................] - ETA: 5:54 - loss: 355.3499 - logits_profile_predictions_loss: 353.7005 - logcount_predictions_loss: 0.1718 91/2430 [>.............................] - ETA: 5:54 - loss: 355.3605 - logits_profile_predictions_loss: 353.7120 - logcount_predictions_loss: 0.1717 92/2430 [>.............................] - ETA: 5:54 - loss: 355.3648 - logits_profile_predictions_loss: 353.7172 - logcount_predictions_loss: 0.1716 93/2430 [>.............................] - ETA: 5:54 - loss: 355.3707 - logits_profile_predictions_loss: 353.7239 - logcount_predictions_loss: 0.1715 94/2430 [>.............................] - ETA: 5:53 - loss: 355.3836 - logits_profile_predictions_loss: 353.7377 - logcount_predictions_loss: 0.1714 95/2430 [>.............................] - ETA: 5:53 - loss: 355.3966 - logits_profile_predictions_loss: 353.7515 - logcount_predictions_loss: 0.1714 96/2430 [>.............................] - ETA: 5:53 - loss: 355.4114 - logits_profile_predictions_loss: 353.7672 - logcount_predictions_loss: 0.1713 97/2430 [>.............................] - ETA: 5:53 - loss: 355.4246 - logits_profile_predictions_loss: 353.7813 - logcount_predictions_loss: 0.1712 98/2430 [>.............................] - ETA: 5:53 - loss: 355.4331 - logits_profile_predictions_loss: 353.7906 - logcount_predictions_loss: 0.1711 99/2430 [>.............................] - ETA: 5:53 - loss: 355.4410 - logits_profile_predictions_loss: 353.7994 - logcount_predictions_loss: 0.1710 100/2430 [>.............................] - ETA: 5:53 - loss: 355.4504 - logits_profile_predictions_loss: 353.8096 - logcount_predictions_loss: 0.1709 101/2430 [>.............................] - ETA: 5:53 - loss: 355.4559 - logits_profile_predictions_loss: 353.8158 - logcount_predictions_loss: 0.1708 102/2430 [>.............................] - ETA: 5:53 - loss: 355.4599 - logits_profile_predictions_loss: 353.8205 - logcount_predictions_loss: 0.1708 103/2430 [>.............................] - ETA: 5:53 - loss: 355.4708 - logits_profile_predictions_loss: 353.8321 - logcount_predictions_loss: 0.1707 104/2430 [>.............................] - ETA: 5:52 - loss: 355.4810 - logits_profile_predictions_loss: 353.8429 - logcount_predictions_loss: 0.1706 105/2430 [>.............................] - ETA: 5:52 - loss: 355.4922 - logits_profile_predictions_loss: 353.8546 - logcount_predictions_loss: 0.1706 106/2430 [>.............................] - ETA: 5:52 - loss: 355.5055 - logits_profile_predictions_loss: 353.8684 - logcount_predictions_loss: 0.1705 107/2430 [>.............................] - ETA: 5:52 - loss: 355.5181 - logits_profile_predictions_loss: 353.8814 - logcount_predictions_loss: 0.1705 108/2430 [>.............................] - ETA: 5:52 - loss: 355.5299 - logits_profile_predictions_loss: 353.8936 - logcount_predictions_loss: 0.1704 109/2430 [>.............................] - ETA: 5:52 - loss: 355.5382 - logits_profile_predictions_loss: 353.9024 - logcount_predictions_loss: 0.1704 110/2430 [>.............................] - ETA: 5:51 - loss: 355.5454 - logits_profile_predictions_loss: 353.9100 - logcount_predictions_loss: 0.1704 111/2430 [>.............................] - ETA: 5:51 - loss: 355.5538 - logits_profile_predictions_loss: 353.9188 - logcount_predictions_loss: 0.1703 112/2430 [>.............................] - ETA: 5:51 - loss: 355.5619 - logits_profile_predictions_loss: 353.9273 - logcount_predictions_loss: 0.1703 113/2430 [>.............................] - ETA: 5:51 - loss: 355.5697 - logits_profile_predictions_loss: 353.9355 - logcount_predictions_loss: 0.1702 114/2430 [>.............................] - ETA: 5:51 - loss: 355.5785 - logits_profile_predictions_loss: 353.9448 - logcount_predictions_loss: 0.1702 115/2430 [>.............................] - ETA: 5:51 - loss: 355.5889 - logits_profile_predictions_loss: 353.9556 - logcount_predictions_loss: 0.1701 116/2430 [>.............................] - ETA: 5:50 - loss: 355.5988 - logits_profile_predictions_loss: 353.9660 - logcount_predictions_loss: 0.1701 117/2430 [>.............................] - ETA: 5:50 - loss: 355.6072 - logits_profile_predictions_loss: 353.9748 - logcount_predictions_loss: 0.1700 118/2430 [>.............................] - ETA: 5:50 - loss: 355.6142 - logits_profile_predictions_loss: 353.9824 - logcount_predictions_loss: 0.1700 119/2430 [>.............................] - ETA: 5:50 - loss: 355.6194 - logits_profile_predictions_loss: 353.9880 - logcount_predictions_loss: 0.1699 120/2430 [>.............................] - ETA: 5:50 - loss: 355.6235 - logits_profile_predictions_loss: 353.9925 - logcount_predictions_loss: 0.1699 121/2430 [>.............................] - ETA: 5:50 - loss: 355.6252 - logits_profile_predictions_loss: 353.9947 - logcount_predictions_loss: 0.1698 122/2430 [>.............................] - ETA: 5:50 - loss: 355.6278 - logits_profile_predictions_loss: 353.9977 - logcount_predictions_loss: 0.1698 123/2430 [>.............................] - ETA: 5:50 - loss: 355.6307 - logits_profile_predictions_loss: 354.0010 - logcount_predictions_loss: 0.1698 124/2430 [>.............................] - ETA: 5:49 - loss: 355.6345 - logits_profile_predictions_loss: 354.0052 - logcount_predictions_loss: 0.1697 125/2430 [>.............................] - ETA: 5:49 - loss: 355.6378 - logits_profile_predictions_loss: 354.0088 - logcount_predictions_loss: 0.1697 126/2430 [>.............................] - ETA: 5:49 - loss: 355.6393 - logits_profile_predictions_loss: 354.0108 - logcount_predictions_loss: 0.1696 127/2430 [>.............................] - ETA: 5:49 - loss: 355.6378 - logits_profile_predictions_loss: 354.0097 - logcount_predictions_loss: 0.1696 128/2430 [>.............................] - ETA: 5:49 - loss: 355.6342 - logits_profile_predictions_loss: 354.0065 - logcount_predictions_loss: 0.1696 129/2430 [>.............................] - ETA: 5:49 - loss: 355.6301 - logits_profile_predictions_loss: 354.0028 - logcount_predictions_loss: 0.1695 130/2430 [>.............................] - ETA: 5:48 - loss: 355.6256 - logits_profile_predictions_loss: 353.9986 - logcount_predictions_loss: 0.1695 131/2430 [>.............................] - ETA: 5:48 - loss: 355.6208 - logits_profile_predictions_loss: 353.9939 - logcount_predictions_loss: 0.1695 132/2430 [>.............................] - ETA: 5:48 - loss: 355.6161 - logits_profile_predictions_loss: 353.9894 - logcount_predictions_loss: 0.1694 133/2430 [>.............................] - ETA: 5:48 - loss: 355.6124 - logits_profile_predictions_loss: 353.9860 - logcount_predictions_loss: 0.1694 134/2430 [>.............................] - ETA: 5:48 - loss: 355.6114 - logits_profile_predictions_loss: 353.9852 - logcount_predictions_loss: 0.1694 135/2430 [>.............................] - ETA: 5:48 - loss: 355.6082 - logits_profile_predictions_loss: 353.9822 - logcount_predictions_loss: 0.1694 136/2430 [>.............................] - ETA: 5:48 - loss: 355.6042 - logits_profile_predictions_loss: 353.9785 - logcount_predictions_loss: 0.1693 137/2430 [>.............................] - ETA: 5:47 - loss: 355.5999 - logits_profile_predictions_loss: 353.9745 - logcount_predictions_loss: 0.1693 138/2430 [>.............................] - ETA: 5:47 - loss: 355.5942 - logits_profile_predictions_loss: 353.9691 - logcount_predictions_loss: 0.1693 139/2430 [>.............................] - ETA: 5:47 - loss: 355.5902 - logits_profile_predictions_loss: 353.9654 - logcount_predictions_loss: 0.1693 140/2430 [>.............................] - ETA: 5:47 - loss: 355.5850 - logits_profile_predictions_loss: 353.9605 - logcount_predictions_loss: 0.1692 141/2430 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355.1137 - logcount_predictions_loss: 0.1640 2371/2430 [============================>.] - ETA: 8s - loss: 356.6878 - logits_profile_predictions_loss: 355.1135 - logcount_predictions_loss: 0.1640 2372/2430 [============================>.] - ETA: 8s - loss: 356.6876 - logits_profile_predictions_loss: 355.1134 - logcount_predictions_loss: 0.1640 2373/2430 [============================>.] - ETA: 8s - loss: 356.6875 - logits_profile_predictions_loss: 355.1132 - logcount_predictions_loss: 0.1640 2374/2430 [============================>.] - ETA: 8s - loss: 356.6873 - logits_profile_predictions_loss: 355.1131 - logcount_predictions_loss: 0.1640 2375/2430 [============================>.] - ETA: 8s - loss: 356.6872 - logits_profile_predictions_loss: 355.1129 - logcount_predictions_loss: 0.1640 2376/2430 [============================>.] - ETA: 8s - loss: 356.6870 - logits_profile_predictions_loss: 355.1128 - logcount_predictions_loss: 0.1640 2377/2430 [============================>.] - ETA: 7s - loss: 356.6869 - logits_profile_predictions_loss: 355.1126 - logcount_predictions_loss: 0.1640 2378/2430 [============================>.] - ETA: 7s - loss: 356.6867 - logits_profile_predictions_loss: 355.1125 - logcount_predictions_loss: 0.1640 2379/2430 [============================>.] - ETA: 7s - loss: 356.6866 - logits_profile_predictions_loss: 355.1124 - logcount_predictions_loss: 0.1640 2380/2430 [============================>.] - ETA: 7s - loss: 356.6864 - logits_profile_predictions_loss: 355.1122 - logcount_predictions_loss: 0.1640 2381/2430 [============================>.] - ETA: 7s - loss: 356.6863 - logits_profile_predictions_loss: 355.1121 - logcount_predictions_loss: 0.1640 2382/2430 [============================>.] - ETA: 7s - loss: 356.6861 - logits_profile_predictions_loss: 355.1119 - logcount_predictions_loss: 0.1640 2383/2430 [============================>.] - ETA: 7s - loss: 356.6860 - logits_profile_predictions_loss: 355.1118 - logcount_predictions_loss: 0.1640 2384/2430 [============================>.] - ETA: 6s - loss: 356.6858 - logits_profile_predictions_loss: 355.1117 - logcount_predictions_loss: 0.1640 2385/2430 [============================>.] - ETA: 6s - loss: 356.6857 - logits_profile_predictions_loss: 355.1115 - logcount_predictions_loss: 0.1640 2386/2430 [============================>.] - ETA: 6s - loss: 356.6856 - logits_profile_predictions_loss: 355.1114 - logcount_predictions_loss: 0.1640 2387/2430 [============================>.] - ETA: 6s - loss: 356.6855 - logits_profile_predictions_loss: 355.1113 - logcount_predictions_loss: 0.1640 2388/2430 [============================>.] - ETA: 6s - loss: 356.6853 - logits_profile_predictions_loss: 355.1112 - logcount_predictions_loss: 0.1640 2389/2430 [============================>.] - ETA: 6s - loss: 356.6852 - logits_profile_predictions_loss: 355.1111 - logcount_predictions_loss: 0.1640 2390/2430 [============================>.] - ETA: 6s - loss: 356.6851 - logits_profile_predictions_loss: 355.1110 - logcount_predictions_loss: 0.1640 2391/2430 [============================>.] - ETA: 5s - loss: 356.6850 - logits_profile_predictions_loss: 355.1108 - logcount_predictions_loss: 0.1640 2392/2430 [============================>.] - ETA: 5s - loss: 356.6848 - logits_profile_predictions_loss: 355.1107 - logcount_predictions_loss: 0.1640 2393/2430 [============================>.] - ETA: 5s - loss: 356.6847 - logits_profile_predictions_loss: 355.1106 - logcount_predictions_loss: 0.1640 2394/2430 [============================>.] - ETA: 5s - loss: 356.6846 - logits_profile_predictions_loss: 355.1105 - logcount_predictions_loss: 0.1640 2395/2430 [============================>.] - ETA: 5s - loss: 356.6844 - logits_profile_predictions_loss: 355.1103 - logcount_predictions_loss: 0.1640 2396/2430 [============================>.] - ETA: 5s - loss: 356.6843 - logits_profile_predictions_loss: 355.1102 - logcount_predictions_loss: 0.1640 2397/2430 [============================>.] - ETA: 4s - loss: 356.6842 - logits_profile_predictions_loss: 355.1101 - logcount_predictions_loss: 0.1640 2398/2430 [============================>.] - ETA: 4s - loss: 356.6840 - logits_profile_predictions_loss: 355.1100 - logcount_predictions_loss: 0.1640 2399/2430 [============================>.] - ETA: 4s - loss: 356.6839 - logits_profile_predictions_loss: 355.1098 - logcount_predictions_loss: 0.1640 2400/2430 [============================>.] - ETA: 4s - loss: 356.6838 - logits_profile_predictions_loss: 355.1097 - logcount_predictions_loss: 0.1640 2401/2430 [============================>.] - ETA: 4s - loss: 356.6837 - logits_profile_predictions_loss: 355.1096 - logcount_predictions_loss: 0.1640 2402/2430 [============================>.] - ETA: 4s - loss: 356.6835 - logits_profile_predictions_loss: 355.1095 - logcount_predictions_loss: 0.1640 2403/2430 [============================>.] - ETA: 4s - loss: 356.6834 - logits_profile_predictions_loss: 355.1094 - logcount_predictions_loss: 0.1639 2404/2430 [============================>.] - ETA: 3s - loss: 356.6833 - logits_profile_predictions_loss: 355.1092 - logcount_predictions_loss: 0.1639 2405/2430 [============================>.] - ETA: 3s - loss: 356.6832 - logits_profile_predictions_loss: 355.1091 - logcount_predictions_loss: 0.1639 2406/2430 [============================>.] - ETA: 3s - loss: 356.6831 - logits_profile_predictions_loss: 355.1090 - logcount_predictions_loss: 0.1639 2407/2430 [============================>.] - ETA: 3s - loss: 356.6829 - logits_profile_predictions_loss: 355.1089 - logcount_predictions_loss: 0.1639 2408/2430 [============================>.] - ETA: 3s - loss: 356.6828 - logits_profile_predictions_loss: 355.1088 - logcount_predictions_loss: 0.1639 2409/2430 [============================>.] - ETA: 3s - loss: 356.6827 - logits_profile_predictions_loss: 355.1087 - logcount_predictions_loss: 0.1639 2410/2430 [============================>.] - ETA: 3s - loss: 356.6826 - logits_profile_predictions_loss: 355.1086 - logcount_predictions_loss: 0.1639 2411/2430 [============================>.] - ETA: 2s - loss: 356.6825 - logits_profile_predictions_loss: 355.1085 - logcount_predictions_loss: 0.1639 2412/2430 [============================>.] - ETA: 2s - loss: 356.6824 - logits_profile_predictions_loss: 355.1084 - logcount_predictions_loss: 0.1639 2413/2430 [============================>.] - ETA: 2s - loss: 356.6823 - logits_profile_predictions_loss: 355.1083 - logcount_predictions_loss: 0.1639 2414/2430 [============================>.] - ETA: 2s - loss: 356.6821 - logits_profile_predictions_loss: 355.1082 - logcount_predictions_loss: 0.1639 2415/2430 [============================>.] - ETA: 2s - loss: 356.6820 - logits_profile_predictions_loss: 355.1081 - logcount_predictions_loss: 0.1639 2416/2430 [============================>.] - ETA: 2s - loss: 356.6819 - logits_profile_predictions_loss: 355.1079 - logcount_predictions_loss: 0.1639 2417/2430 [============================>.] - ETA: 1s - loss: 356.6818 - logits_profile_predictions_loss: 355.1078 - logcount_predictions_loss: 0.1639 2418/2430 [============================>.] - ETA: 1s - loss: 356.6816 - logits_profile_predictions_loss: 355.1077 - logcount_predictions_loss: 0.1639 2419/2430 [============================>.] - ETA: 1s - loss: 356.6815 - logits_profile_predictions_loss: 355.1076 - logcount_predictions_loss: 0.1639 2420/2430 [============================>.] - ETA: 1s - loss: 356.6814 - logits_profile_predictions_loss: 355.1074 - logcount_predictions_loss: 0.1639 2421/2430 [============================>.] - ETA: 1s - loss: 356.6812 - logits_profile_predictions_loss: 355.1073 - logcount_predictions_loss: 0.1639 2422/2430 [============================>.] - ETA: 1s - loss: 356.6811 - logits_profile_predictions_loss: 355.1072 - logcount_predictions_loss: 0.1639 2423/2430 [============================>.] - ETA: 1s - loss: 356.6810 - logits_profile_predictions_loss: 355.1071 - logcount_predictions_loss: 0.1639 2424/2430 [============================>.] - ETA: 0s - loss: 356.6809 - logits_profile_predictions_loss: 355.1070 - logcount_predictions_loss: 0.1639 2425/2430 [============================>.] - ETA: 0s - loss: 356.6808 - logits_profile_predictions_loss: 355.1069 - logcount_predictions_loss: 0.1639 2426/2430 [============================>.] - ETA: 0s - loss: 356.6807 - logits_profile_predictions_loss: 355.1068 - logcount_predictions_loss: 0.1639 2427/2430 [============================>.] - ETA: 0s - loss: 356.6805 - logits_profile_predictions_loss: 355.1067 - logcount_predictions_loss: 0.1639 2428/2430 [============================>.] - ETA: 0s - loss: 356.6804 - logits_profile_predictions_loss: 355.1066 - logcount_predictions_loss: 0.1639 2429/2430 [============================>.] - ETA: 0s - loss: 356.6803 - logits_profile_predictions_loss: 355.1065 - logcount_predictions_loss: 0.1639 2430/2430 [==============================] - ETA: 0s - loss: 356.6802 - logits_profile_predictions_loss: 355.1064 - logcount_predictions_loss: 0.1639 2430/2430 [==============================] - 383s 158ms/step - loss: 356.6801 - logits_profile_predictions_loss: 355.1063 - logcount_predictions_loss: 0.1639 - val_loss: 361.4072 - val_logits_profile_predictions_loss: 359.5494 - val_logcount_predictions_loss: 0.1935 Epoch 00014: val_loss did not improve from 359.47211 Epoch 15/50 1/2430 [..............................] - ETA: 7:21 - loss: 364.2934 - logits_profile_predictions_loss: 363.0524 - logcount_predictions_loss: 0.1293 2/2430 [..............................] - ETA: 6:04 - loss: 352.0878 - logits_profile_predictions_loss: 350.7312 - logcount_predictions_loss: 0.1413 3/2430 [..............................] - ETA: 6:05 - loss: 353.5694 - logits_profile_predictions_loss: 352.1893 - logcount_predictions_loss: 0.1438 4/2430 [..............................] - ETA: 6:05 - loss: 353.0810 - logits_profile_predictions_loss: 351.6824 - logcount_predictions_loss: 0.1457 5/2430 [..............................] - ETA: 6:05 - loss: 354.1140 - logits_profile_predictions_loss: 352.7026 - logcount_predictions_loss: 0.1470 6/2430 [..............................] - ETA: 6:05 - loss: 354.1534 - logits_profile_predictions_loss: 352.7340 - logcount_predictions_loss: 0.1479 7/2430 [..............................] - ETA: 6:05 - loss: 353.3734 - logits_profile_predictions_loss: 351.9402 - logcount_predictions_loss: 0.1493 8/2430 [..............................] - ETA: 6:04 - loss: 352.6434 - logits_profile_predictions_loss: 351.2103 - logcount_predictions_loss: 0.1493 9/2430 [..............................] - ETA: 6:04 - loss: 352.0587 - logits_profile_predictions_loss: 350.6259 - logcount_predictions_loss: 0.1492 10/2430 [..............................] - ETA: 6:04 - loss: 351.8170 - logits_profile_predictions_loss: 350.3863 - logcount_predictions_loss: 0.1490 11/2430 [..............................] - ETA: 6:04 - loss: 351.8677 - logits_profile_predictions_loss: 350.4358 - logcount_predictions_loss: 0.1492 12/2430 [..............................] - ETA: 6:03 - loss: 351.7737 - logits_profile_predictions_loss: 350.3332 - logcount_predictions_loss: 0.1501 13/2430 [..............................] - ETA: 6:03 - loss: 351.6093 - logits_profile_predictions_loss: 350.1628 - logcount_predictions_loss: 0.1507 14/2430 [..............................] - ETA: 6:03 - loss: 351.6947 - logits_profile_predictions_loss: 350.2439 - logcount_predictions_loss: 0.1511 15/2430 [..............................] - ETA: 6:03 - loss: 351.8133 - logits_profile_predictions_loss: 350.3605 - logcount_predictions_loss: 0.1513 16/2430 [..............................] - ETA: 6:03 - loss: 351.8972 - logits_profile_predictions_loss: 350.4429 - logcount_predictions_loss: 0.1515 17/2430 [..............................] - ETA: 6:03 - loss: 352.0227 - logits_profile_predictions_loss: 350.5692 - logcount_predictions_loss: 0.1514 18/2430 [..............................] - ETA: 6:03 - loss: 352.1955 - logits_profile_predictions_loss: 350.7432 - logcount_predictions_loss: 0.1513 19/2430 [..............................] - ETA: 6:03 - loss: 352.2482 - logits_profile_predictions_loss: 350.7957 - logcount_predictions_loss: 0.1513 20/2430 [..............................] - ETA: 6:03 - loss: 352.2377 - logits_profile_predictions_loss: 350.7843 - logcount_predictions_loss: 0.1514 21/2430 [..............................] - ETA: 6:02 - loss: 352.1985 - logits_profile_predictions_loss: 350.7445 - logcount_predictions_loss: 0.1515 22/2430 [..............................] - ETA: 6:02 - loss: 352.2447 - logits_profile_predictions_loss: 350.7898 - logcount_predictions_loss: 0.1516 23/2430 [..............................] - ETA: 6:02 - loss: 352.2849 - logits_profile_predictions_loss: 350.8284 - logcount_predictions_loss: 0.1517 24/2430 [..............................] - ETA: 6:02 - loss: 352.3437 - logits_profile_predictions_loss: 350.8863 - logcount_predictions_loss: 0.1518 25/2430 [..............................] - ETA: 6:02 - loss: 352.4425 - logits_profile_predictions_loss: 350.9837 - logcount_predictions_loss: 0.1520 26/2430 [..............................] - ETA: 6:02 - loss: 352.5596 - logits_profile_predictions_loss: 351.0988 - logcount_predictions_loss: 0.1522 27/2430 [..............................] - ETA: 6:02 - loss: 352.6917 - logits_profile_predictions_loss: 351.2285 - logcount_predictions_loss: 0.1524 28/2430 [..............................] - ETA: 6:01 - loss: 352.8627 - logits_profile_predictions_loss: 351.3975 - logcount_predictions_loss: 0.1526 29/2430 [..............................] - ETA: 6:01 - loss: 353.0156 - logits_profile_predictions_loss: 351.5479 - logcount_predictions_loss: 0.1529 30/2430 [..............................] - ETA: 6:01 - loss: 353.1540 - logits_profile_predictions_loss: 351.6843 - logcount_predictions_loss: 0.1531 31/2430 [..............................] - ETA: 6:01 - loss: 353.2931 - logits_profile_predictions_loss: 351.8215 - logcount_predictions_loss: 0.1533 32/2430 [..............................] - ETA: 6:01 - loss: 353.4147 - logits_profile_predictions_loss: 351.9410 - logcount_predictions_loss: 0.1535 33/2430 [..............................] - ETA: 6:01 - loss: 353.5332 - logits_profile_predictions_loss: 352.0574 - logcount_predictions_loss: 0.1537 34/2430 [..............................] - ETA: 6:01 - loss: 353.6316 - logits_profile_predictions_loss: 352.1541 - logcount_predictions_loss: 0.1539 35/2430 [..............................] - ETA: 6:00 - loss: 353.6782 - logits_profile_predictions_loss: 352.1993 - logcount_predictions_loss: 0.1541 36/2430 [..............................] - ETA: 6:00 - loss: 353.7154 - logits_profile_predictions_loss: 352.2346 - logcount_predictions_loss: 0.1542 37/2430 [..............................] - ETA: 6:00 - loss: 353.7736 - logits_profile_predictions_loss: 352.2906 - logcount_predictions_loss: 0.1545 38/2430 [..............................] - ETA: 6:00 - loss: 353.8125 - logits_profile_predictions_loss: 352.3273 - logcount_predictions_loss: 0.1547 39/2430 [..............................] - ETA: 6:00 - loss: 353.8548 - logits_profile_predictions_loss: 352.3673 - logcount_predictions_loss: 0.1549 40/2430 [..............................] - ETA: 6:00 - loss: 353.9128 - logits_profile_predictions_loss: 352.4230 - logcount_predictions_loss: 0.1552 41/2430 [..............................] - ETA: 6:00 - loss: 353.9832 - logits_profile_predictions_loss: 352.4912 - logcount_predictions_loss: 0.1554 42/2430 [..............................] - ETA: 5:59 - loss: 354.0627 - logits_profile_predictions_loss: 352.5687 - logcount_predictions_loss: 0.1556 43/2430 [..............................] - ETA: 5:59 - loss: 354.1254 - logits_profile_predictions_loss: 352.6298 - logcount_predictions_loss: 0.1558 44/2430 [..............................] - ETA: 5:59 - loss: 354.1849 - logits_profile_predictions_loss: 352.6881 - logcount_predictions_loss: 0.1559 45/2430 [..............................] - ETA: 5:59 - loss: 354.2455 - logits_profile_predictions_loss: 352.7476 - logcount_predictions_loss: 0.1560 46/2430 [..............................] - ETA: 5:59 - loss: 354.3051 - logits_profile_predictions_loss: 352.8063 - logcount_predictions_loss: 0.1561 47/2430 [..............................] - ETA: 5:59 - loss: 354.3745 - logits_profile_predictions_loss: 352.8745 - logcount_predictions_loss: 0.1562 48/2430 [..............................] - ETA: 5:59 - loss: 354.4554 - logits_profile_predictions_loss: 352.9544 - logcount_predictions_loss: 0.1564 49/2430 [..............................] - ETA: 5:58 - loss: 354.5284 - logits_profile_predictions_loss: 353.0261 - logcount_predictions_loss: 0.1565 50/2430 [..............................] - ETA: 5:58 - loss: 354.6007 - logits_profile_predictions_loss: 353.0973 - logcount_predictions_loss: 0.1566 51/2430 [..............................] - ETA: 5:58 - loss: 354.6606 - logits_profile_predictions_loss: 353.1552 - logcount_predictions_loss: 0.1568 52/2430 [..............................] - ETA: 5:58 - loss: 354.7091 - logits_profile_predictions_loss: 353.2020 - logcount_predictions_loss: 0.1570 53/2430 [..............................] - ETA: 5:58 - loss: 354.7613 - logits_profile_predictions_loss: 353.2525 - logcount_predictions_loss: 0.1572 54/2430 [..............................] - ETA: 5:58 - loss: 354.7974 - logits_profile_predictions_loss: 353.2871 - logcount_predictions_loss: 0.1573 55/2430 [..............................] - ETA: 5:58 - loss: 354.8261 - logits_profile_predictions_loss: 353.3146 - logcount_predictions_loss: 0.1574 56/2430 [..............................] - ETA: 5:57 - loss: 354.8695 - logits_profile_predictions_loss: 353.3569 - logcount_predictions_loss: 0.1576 57/2430 [..............................] - ETA: 5:57 - loss: 354.9110 - logits_profile_predictions_loss: 353.3976 - logcount_predictions_loss: 0.1577 58/2430 [..............................] - ETA: 5:57 - loss: 354.9396 - logits_profile_predictions_loss: 353.4251 - logcount_predictions_loss: 0.1578 59/2430 [..............................] - ETA: 5:57 - loss: 354.9663 - logits_profile_predictions_loss: 353.4510 - logcount_predictions_loss: 0.1578 60/2430 [..............................] - ETA: 5:57 - loss: 354.9940 - logits_profile_predictions_loss: 353.4779 - logcount_predictions_loss: 0.1579 61/2430 [..............................] - ETA: 5:57 - loss: 355.0220 - logits_profile_predictions_loss: 353.5053 - logcount_predictions_loss: 0.1580 62/2430 [..............................] - ETA: 5:57 - loss: 355.0544 - logits_profile_predictions_loss: 353.5371 - logcount_predictions_loss: 0.1580 63/2430 [..............................] - ETA: 5:56 - loss: 355.0771 - logits_profile_predictions_loss: 353.5595 - logcount_predictions_loss: 0.1581 64/2430 [..............................] - ETA: 5:56 - loss: 355.1102 - logits_profile_predictions_loss: 353.5920 - logcount_predictions_loss: 0.1581 65/2430 [..............................] - ETA: 5:56 - loss: 355.1515 - logits_profile_predictions_loss: 353.6329 - logcount_predictions_loss: 0.1582 66/2430 [..............................] - ETA: 5:56 - loss: 355.1964 - logits_profile_predictions_loss: 353.6773 - logcount_predictions_loss: 0.1582 67/2430 [..............................] - ETA: 5:56 - loss: 355.2387 - logits_profile_predictions_loss: 353.7192 - logcount_predictions_loss: 0.1583 68/2430 [..............................] - ETA: 5:56 - loss: 355.2772 - logits_profile_predictions_loss: 353.7574 - logcount_predictions_loss: 0.1583 69/2430 [..............................] - ETA: 5:56 - loss: 355.3152 - logits_profile_predictions_loss: 353.7951 - logcount_predictions_loss: 0.1583 70/2430 [..............................] - ETA: 5:56 - loss: 355.3379 - logits_profile_predictions_loss: 353.8175 - logcount_predictions_loss: 0.1584 71/2430 [..............................] - ETA: 5:56 - loss: 355.3550 - logits_profile_predictions_loss: 353.8345 - logcount_predictions_loss: 0.1584 72/2430 [..............................] - ETA: 5:56 - loss: 355.3698 - logits_profile_predictions_loss: 353.8491 - logcount_predictions_loss: 0.1584 73/2430 [..............................] - ETA: 5:56 - loss: 355.3760 - logits_profile_predictions_loss: 353.8551 - logcount_predictions_loss: 0.1584 74/2430 [..............................] - ETA: 5:55 - loss: 355.3762 - logits_profile_predictions_loss: 353.8554 - logcount_predictions_loss: 0.1584 75/2430 [..............................] - ETA: 5:55 - loss: 355.3814 - logits_profile_predictions_loss: 353.8606 - logcount_predictions_loss: 0.1584 76/2430 [..............................] - ETA: 5:55 - loss: 355.3945 - logits_profile_predictions_loss: 353.8737 - logcount_predictions_loss: 0.1584 77/2430 [..............................] - ETA: 5:55 - loss: 355.4022 - logits_profile_predictions_loss: 353.8814 - logcount_predictions_loss: 0.1584 78/2430 [..............................] - ETA: 5:55 - loss: 355.4108 - logits_profile_predictions_loss: 353.8901 - logcount_predictions_loss: 0.1584 79/2430 [..............................] - ETA: 5:55 - loss: 355.4164 - logits_profile_predictions_loss: 353.8958 - logcount_predictions_loss: 0.1584 80/2430 [..............................] - ETA: 5:54 - loss: 355.4196 - logits_profile_predictions_loss: 353.8992 - logcount_predictions_loss: 0.1584 81/2430 [>.............................] - ETA: 5:54 - loss: 355.4228 - logits_profile_predictions_loss: 353.9027 - logcount_predictions_loss: 0.1583 82/2430 [>.............................] - ETA: 5:54 - loss: 355.4158 - logits_profile_predictions_loss: 353.8959 - logcount_predictions_loss: 0.1583 83/2430 [>.............................] - ETA: 5:54 - loss: 355.4085 - logits_profile_predictions_loss: 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[===>..........................] - ETA: 5:06 - loss: 353.3498 - logits_profile_predictions_loss: 351.8141 - logcount_predictions_loss: 0.1600 397/2430 [===>..........................] - ETA: 5:06 - loss: 353.3498 - logits_profile_predictions_loss: 351.8141 - logcount_predictions_loss: 0.1600 398/2430 [===>..........................] - ETA: 5:06 - loss: 353.3501 - logits_profile_predictions_loss: 351.8143 - logcount_predictions_loss: 0.1600 399/2430 [===>..........................] - ETA: 5:06 - loss: 353.3506 - logits_profile_predictions_loss: 351.8149 - logcount_predictions_loss: 0.1600 400/2430 [===>..........................] - ETA: 5:05 - loss: 353.3513 - logits_profile_predictions_loss: 351.8156 - logcount_predictions_loss: 0.1600 401/2430 [===>..........................] - ETA: 5:05 - loss: 353.3518 - logits_profile_predictions_loss: 351.8161 - logcount_predictions_loss: 0.1600 402/2430 [===>..........................] - ETA: 5:05 - loss: 353.3524 - 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[====>.........................] - ETA: 5:04 - loss: 353.3576 - logits_profile_predictions_loss: 351.8220 - logcount_predictions_loss: 0.1600 410/2430 [====>.........................] - ETA: 5:04 - loss: 353.3583 - logits_profile_predictions_loss: 351.8228 - logcount_predictions_loss: 0.1600 411/2430 [====>.........................] - ETA: 5:04 - loss: 353.3589 - logits_profile_predictions_loss: 351.8234 - logcount_predictions_loss: 0.1600 412/2430 [====>.........................] - ETA: 5:04 - loss: 353.3594 - logits_profile_predictions_loss: 351.8239 - logcount_predictions_loss: 0.1600 413/2430 [====>.........................] - ETA: 5:04 - loss: 353.3599 - logits_profile_predictions_loss: 351.8244 - logcount_predictions_loss: 0.1600 414/2430 [====>.........................] - ETA: 5:03 - loss: 353.3604 - logits_profile_predictions_loss: 351.8249 - logcount_predictions_loss: 0.1599 415/2430 [====>.........................] - ETA: 5:03 - loss: 353.3608 - 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[====>.........................] - ETA: 5:02 - loss: 353.3627 - logits_profile_predictions_loss: 351.8274 - logcount_predictions_loss: 0.1599 423/2430 [====>.........................] - ETA: 5:02 - loss: 353.3633 - logits_profile_predictions_loss: 351.8280 - logcount_predictions_loss: 0.1599 424/2430 [====>.........................] - ETA: 5:02 - loss: 353.3636 - logits_profile_predictions_loss: 351.8284 - logcount_predictions_loss: 0.1599 425/2430 [====>.........................] - ETA: 5:02 - loss: 353.3638 - logits_profile_predictions_loss: 351.8285 - logcount_predictions_loss: 0.1599 426/2430 [====>.........................] - ETA: 5:02 - loss: 353.3638 - logits_profile_predictions_loss: 351.8286 - logcount_predictions_loss: 0.1599 427/2430 [====>.........................] - ETA: 5:01 - loss: 353.3637 - logits_profile_predictions_loss: 351.8285 - logcount_predictions_loss: 0.1599 428/2430 [====>.........................] - ETA: 5:01 - loss: 353.3636 - 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[====>.........................] - ETA: 5:00 - loss: 353.3636 - logits_profile_predictions_loss: 351.8285 - logcount_predictions_loss: 0.1599 436/2430 [====>.........................] - ETA: 5:00 - loss: 353.3636 - logits_profile_predictions_loss: 351.8285 - logcount_predictions_loss: 0.1599 437/2430 [====>.........................] - ETA: 5:00 - loss: 353.3636 - logits_profile_predictions_loss: 351.8285 - logcount_predictions_loss: 0.1599 438/2430 [====>.........................] - ETA: 5:00 - loss: 353.3633 - logits_profile_predictions_loss: 351.8282 - logcount_predictions_loss: 0.1599 439/2430 [====>.........................] - ETA: 5:00 - loss: 353.3630 - logits_profile_predictions_loss: 351.8279 - logcount_predictions_loss: 0.1599 440/2430 [====>.........................] - ETA: 4:59 - loss: 353.3628 - logits_profile_predictions_loss: 351.8277 - logcount_predictions_loss: 0.1599 441/2430 [====>.........................] - ETA: 4:59 - loss: 353.3626 - 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[====>.........................] - ETA: 4:58 - loss: 353.3627 - logits_profile_predictions_loss: 351.8277 - logcount_predictions_loss: 0.1599 449/2430 [====>.........................] - ETA: 4:58 - loss: 353.3631 - logits_profile_predictions_loss: 351.8281 - logcount_predictions_loss: 0.1599 450/2430 [====>.........................] - ETA: 4:58 - loss: 353.3635 - logits_profile_predictions_loss: 351.8285 - logcount_predictions_loss: 0.1599 451/2430 [====>.........................] - ETA: 4:58 - loss: 353.3638 - logits_profile_predictions_loss: 351.8289 - logcount_predictions_loss: 0.1599 452/2430 [====>.........................] - ETA: 4:58 - loss: 353.3642 - logits_profile_predictions_loss: 351.8292 - logcount_predictions_loss: 0.1599 453/2430 [====>.........................] - ETA: 4:57 - loss: 353.3645 - logits_profile_predictions_loss: 351.8295 - logcount_predictions_loss: 0.1599 454/2430 [====>.........................] - ETA: 4:57 - loss: 353.3646 - 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[====>.........................] - ETA: 4:56 - loss: 353.3645 - logits_profile_predictions_loss: 351.8296 - logcount_predictions_loss: 0.1599 462/2430 [====>.........................] - ETA: 4:56 - loss: 353.3646 - logits_profile_predictions_loss: 351.8297 - logcount_predictions_loss: 0.1599 463/2430 [====>.........................] - ETA: 4:56 - loss: 353.3647 - logits_profile_predictions_loss: 351.8298 - logcount_predictions_loss: 0.1599 464/2430 [====>.........................] - ETA: 4:56 - loss: 353.3646 - logits_profile_predictions_loss: 351.8297 - logcount_predictions_loss: 0.1599 465/2430 [====>.........................] - ETA: 4:56 - loss: 353.3646 - logits_profile_predictions_loss: 351.8298 - logcount_predictions_loss: 0.1599 466/2430 [====>.........................] - ETA: 4:55 - loss: 353.3647 - logits_profile_predictions_loss: 351.8299 - logcount_predictions_loss: 0.1599 467/2430 [====>.........................] - ETA: 4:55 - loss: 353.3649 - 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[====>.........................] - ETA: 4:54 - loss: 353.3656 - logits_profile_predictions_loss: 351.8308 - logcount_predictions_loss: 0.1599 475/2430 [====>.........................] - ETA: 4:54 - loss: 353.3656 - logits_profile_predictions_loss: 351.8308 - logcount_predictions_loss: 0.1599 476/2430 [====>.........................] - ETA: 4:54 - loss: 353.3656 - logits_profile_predictions_loss: 351.8308 - logcount_predictions_loss: 0.1599 477/2430 [====>.........................] - ETA: 4:54 - loss: 353.3656 - logits_profile_predictions_loss: 351.8308 - logcount_predictions_loss: 0.1599 478/2430 [====>.........................] - ETA: 4:54 - loss: 353.3658 - logits_profile_predictions_loss: 351.8310 - logcount_predictions_loss: 0.1599 479/2430 [====>.........................] - ETA: 4:54 - loss: 353.3662 - logits_profile_predictions_loss: 351.8314 - logcount_predictions_loss: 0.1599 480/2430 [====>.........................] - ETA: 4:53 - loss: 353.3666 - 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[=====>........................] - ETA: 4:52 - loss: 353.3674 - logits_profile_predictions_loss: 351.8326 - logcount_predictions_loss: 0.1599 488/2430 [=====>........................] - ETA: 4:52 - loss: 353.3673 - logits_profile_predictions_loss: 351.8325 - logcount_predictions_loss: 0.1599 489/2430 [=====>........................] - ETA: 4:52 - loss: 353.3673 - logits_profile_predictions_loss: 351.8326 - logcount_predictions_loss: 0.1599 490/2430 [=====>........................] - ETA: 4:52 - loss: 353.3674 - logits_profile_predictions_loss: 351.8327 - logcount_predictions_loss: 0.1599 491/2430 [=====>........................] - ETA: 4:52 - loss: 353.3675 - logits_profile_predictions_loss: 351.8327 - logcount_predictions_loss: 0.1599 492/2430 [=====>........................] - ETA: 4:52 - loss: 353.3675 - logits_profile_predictions_loss: 351.8328 - logcount_predictions_loss: 0.1599 493/2430 [=====>........................] - ETA: 4:51 - loss: 353.3677 - 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[============================>.] - ETA: 10s - loss: 354.7421 - logits_profile_predictions_loss: 353.2170 - logcount_predictions_loss: 0.1588 2360/2430 [============================>.] - ETA: 10s - loss: 354.7427 - logits_profile_predictions_loss: 353.2175 - logcount_predictions_loss: 0.1588 2361/2430 [============================>.] - ETA: 10s - loss: 354.7432 - logits_profile_predictions_loss: 353.2181 - logcount_predictions_loss: 0.1588 2362/2430 [============================>.] - ETA: 10s - loss: 354.7438 - logits_profile_predictions_loss: 353.2186 - logcount_predictions_loss: 0.1588 2363/2430 [============================>.] - ETA: 10s - loss: 354.7444 - logits_profile_predictions_loss: 353.2192 - logcount_predictions_loss: 0.1588 2364/2430 [============================>.] - ETA: 9s - loss: 354.7449 - logits_profile_predictions_loss: 353.2197 - logcount_predictions_loss: 0.1588  2365/2430 [============================>.] - ETA: 9s - loss: 354.7454 - logits_profile_predictions_loss: 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[============================>.] - ETA: 5s - loss: 354.7593 - logits_profile_predictions_loss: 353.2342 - logcount_predictions_loss: 0.1588 2393/2430 [============================>.] - ETA: 5s - loss: 354.7598 - logits_profile_predictions_loss: 353.2347 - logcount_predictions_loss: 0.1588 2394/2430 [============================>.] - ETA: 5s - loss: 354.7603 - logits_profile_predictions_loss: 353.2351 - logcount_predictions_loss: 0.1588 2395/2430 [============================>.] - ETA: 5s - loss: 354.7608 - logits_profile_predictions_loss: 353.2356 - logcount_predictions_loss: 0.1588 2396/2430 [============================>.] - ETA: 5s - loss: 354.7613 - logits_profile_predictions_loss: 353.2361 - logcount_predictions_loss: 0.1588 2397/2430 [============================>.] - ETA: 4s - loss: 354.7618 - logits_profile_predictions_loss: 353.2366 - logcount_predictions_loss: 0.1588 2398/2430 [============================>.] - ETA: 4s - loss: 354.7623 - logits_profile_predictions_loss: 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[============================>.] - ETA: 0s - loss: 354.7756 - logits_profile_predictions_loss: 353.2505 - logcount_predictions_loss: 0.1588 2426/2430 [============================>.] - ETA: 0s - loss: 354.7761 - logits_profile_predictions_loss: 353.2510 - logcount_predictions_loss: 0.1588 2427/2430 [============================>.] - ETA: 0s - loss: 354.7766 - logits_profile_predictions_loss: 353.2515 - logcount_predictions_loss: 0.1588 2428/2430 [============================>.] - ETA: 0s - loss: 354.7771 - logits_profile_predictions_loss: 353.2519 - logcount_predictions_loss: 0.1588 2429/2430 [============================>.] - ETA: 0s - loss: 354.7776 - logits_profile_predictions_loss: 353.2524 - logcount_predictions_loss: 0.1588 2430/2430 [==============================] - ETA: 0s - loss: 354.7781 - logits_profile_predictions_loss: 353.2529 - logcount_predictions_loss: 0.1588 2430/2430 [==============================] - 383s 158ms/step - loss: 354.7785 - logits_profile_predictions_loss: 353.2534 - logcount_predictions_loss: 0.1588 - val_loss: 362.1938 - val_logits_profile_predictions_loss: 360.3337 - val_logcount_predictions_loss: 0.1938 Epoch 00015: val_loss did not improve from 359.47211 Restoring model weights from the end of the best epoch. Epoch 00015: early stopping save model save model without bias 2022-10-12_10-08-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//preprocessing/bigWigs/ENCSR221ROM.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(43024, 10) loading nonpeaks... got split:test for bed regions:(40133, 10) 0/325 100/325 200/325 300/325 2022-10-12_10-12-25: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//preprocessing/bigWigs/ENCSR221ROM.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(43024, 10) loading nonpeaks... got split:test for bed regions:(40133, 10) 0/325 100/325 200/325 300/325 2022-10-12_10-16-18: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR221ROM//preprocessing/bigWigs/ENCSR221ROM.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_3.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(43024, 10) loading nonpeaks... got split:test for bed regions:(40133, 10) 0/325 100/325 200/325 300/325 2022-10-12_10-18-57: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-12_10-18-57: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model_1" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] wo_bias_bpnet_1crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] wo_bias_bpnet_2crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] wo_bias_bpnet_3crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] wo_bias_bpnet_4crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] __________________________________________________________________________________________________ add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] wo_bias_bpnet_5crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] __________________________________________________________________________________________________ add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] wo_bias_bpnet_6crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] __________________________________________________________________________________________________ add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] wo_bias_bpnet_7crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] __________________________________________________________________________________________________ add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] wo_bias_bpnet_8crop[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] __________________________________________________________________________________________________ wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt __________________________________________________________________________________________________ wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] ================================================================================================== Total params: 6,377,986 Trainable params: 6,377,986 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 3:47 3/36 [=>............................] - ETA: 11s  4/36 [==>...........................] - ETA: 14s 5/36 [===>..........................] - ETA: 15s 6/36 [====>.........................] - ETA: 15s 7/36 [====>.........................] - ETA: 15s 8/36 [=====>........................] - ETA: 15s 9/36 [======>.......................] - ETA: 15s 10/36 [=======>......................] - ETA: 15s 11/36 [========>.....................] - ETA: 14s 12/36 [=========>....................] - ETA: 14s 13/36 [=========>....................] - ETA: 13s 14/36 [==========>...................] - ETA: 13s 15/36 [===========>..................] - ETA: 12s 16/36 [============>.................] - ETA: 12s 17/36 [=============>................] - ETA: 11s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 10s 20/36 [===============>..............] - ETA: 10s 21/36 [================>.............] - ETA: 9s  22/36 [=================>............] - ETA: 8s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 6s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 5s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 33s 748ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 22s 3/36 [=>............................] - ETA: 21s 4/36 [==>...........................] - ETA: 21s 5/36 [===>..........................] - ETA: 20s 6/36 [====>.........................] - ETA: 19s 7/36 [====>.........................] - ETA: 19s 8/36 [=====>........................] - ETA: 18s 9/36 [======>.......................] - ETA: 17s 10/36 [=======>......................] - ETA: 17s 11/36 [========>.....................] - ETA: 16s 12/36 [=========>....................] - ETA: 15s 13/36 [=========>....................] - ETA: 15s 14/36 [==========>...................] - ETA: 14s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 13s 17/36 [=============>................] - ETA: 12s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 11s 20/36 [===============>..............] - ETA: 10s 21/36 [================>.............] - ETA: 9s  22/36 [=================>............] - ETA: 9s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 7s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 5s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 23s 667ms/step inserting motif: dnase_2 TGTACTTACGAA 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 22s 3/36 [=>............................] - ETA: 21s 4/36 [==>...........................] - ETA: 21s 5/36 [===>..........................] - ETA: 20s 6/36 [====>.........................] - ETA: 19s 7/36 [====>.........................] - ETA: 19s 8/36 [=====>........................] - ETA: 18s 9/36 [======>.......................] - ETA: 17s 10/36 [=======>......................] - ETA: 17s 11/36 [========>.....................] - ETA: 16s 12/36 [=========>....................] - ETA: 15s 13/36 [=========>....................] - ETA: 15s 14/36 [==========>...................] - ETA: 14s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 13s 17/36 [=============>................] - ETA: 12s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 11s 20/36 [===============>..............] - ETA: 10s 21/36 [================>.............] - ETA: 9s  22/36 [=================>............] - ETA: 9s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 7s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 5s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 23s 667ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 22s 3/36 [=>............................] - ETA: 21s 4/36 [==>...........................] - ETA: 20s 5/36 [===>..........................] - ETA: 20s 6/36 [====>.........................] - ETA: 19s 7/36 [====>.........................] - ETA: 19s 8/36 [=====>........................] - ETA: 18s 9/36 [======>.......................] - ETA: 17s 10/36 [=======>......................] - ETA: 17s 11/36 [========>.....................] - ETA: 16s 12/36 [=========>....................] - ETA: 15s 13/36 [=========>....................] - ETA: 15s 14/36 [==========>...................] - ETA: 14s 15/36 [===========>..................] - ETA: 13s 16/36 [============>.................] - ETA: 13s 17/36 [=============>................] - ETA: 12s 18/36 [==============>...............] - ETA: 11s 19/36 [==============>...............] - ETA: 11s 20/36 [===============>..............] - ETA: 10s 21/36 [================>.............] - ETA: 9s  22/36 [=================>............] - ETA: 9s 23/36 [==================>...........] - ETA: 8s 24/36 [===================>..........] - ETA: 7s 25/36 [===================>..........] - ETA: 7s 26/36 [====================>.........] - ETA: 6s 27/36 [=====================>........] - ETA: 5s 28/36 [======================>.......] - ETA: 5s 29/36 [=======================>......] - ETA: 4s 30/36 [========================>.....] - ETA: 3s 31/36 [========================>.....] - ETA: 3s 32/36 [=========================>....] - ETA: 2s 33/36 [==========================>...] - ETA: 1s 34/36 [===========================>..] - ETA: 1s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 23s 666ms/step Saving marginal footprints 2022-10-12_10-21-02: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//footprints 2022-10-12_10-21-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ -r /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR221ROM//chrombppnet_model_encsr880cub_bias_fold_3//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/36 [..............................] - ETA: 1:44 3/36 [=>............................] - ETA: 1s  4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 [=====>........................] - ETA: 1s 9/36 [======>.......................] - ETA: 1s 10/36 [=======>......................] - ETA: 1s 11/36 [========>.....................] - ETA: 1s 12/36 [=========>....................] - ETA: 1s 13/36 [=========>....................] - ETA: 1s 14/36 [==========>...................] - ETA: 1s 15/36 [===========>..................] - ETA: 1s 16/36 [============>.................] - ETA: 1s 17/36 [=============>................] - ETA: 1s 18/36 [==============>...............] - ETA: 0s 19/36 [==============>...............] - ETA: 0s 20/36 [===============>..............] - ETA: 0s 21/36 [================>.............] - ETA: 0s 22/36 [=================>............] - ETA: 0s 23/36 [==================>...........] - ETA: 0s 24/36 [===================>..........] - ETA: 0s 25/36 [===================>..........] - ETA: 0s 26/36 [====================>.........] - ETA: 0s 27/36 [=====================>........] - ETA: 0s 28/36 [======================>.......] - ETA: 0s 29/36 [=======================>......] - ETA: 0s 30/36 [========================>.....] - ETA: 0s 31/36 [========================>.....] - ETA: 0s 32/36 [=========================>....] - ETA: 0s 33/36 [==========================>...] - ETA: 0s 34/36 [===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 5s 68ms/step 1/36 [..............................] - ETA: 0s 2/36 [>.............................] - ETA: 1s 3/36 [=>............................] - ETA: 1s 4/36 [==>...........................] - ETA: 1s 5/36 [===>..........................] - ETA: 1s 6/36 [====>.........................] - ETA: 1s 7/36 [====>.........................] - ETA: 1s 8/36 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[===========================>..] - ETA: 0s 35/36 [============================>.] - ETA: 0s 36/36 [==============================] - ETA: 0s 36/36 [==============================] - 2s 57ms/step Saving marginal footprints