diff --git "a/fold_1/logs.models.fold_1.ENCSR782SSS/logfile.modelling.fold_1.ENCSR782SSS.stdout_v1.txt" "b/fold_1/logs.models.fold_1.ENCSR782SSS/logfile.modelling.fold_1.ENCSR782SSS.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR782SSS/logfile.modelling.fold_1.ENCSR782SSS.stdout_v1.txt" @@ -0,0 +1,437 @@ +2022-10-13_10-13-16: 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//ENCSR782SSS//preprocessing/bigWigs/ENCSR782SSS.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR782SSS//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR782SSS//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 146597 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 146597 +Number of peaks input: 37759 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 37759 +Number of non peaks input: 147935 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 147935 +Number of non peaks input: 36421 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 36421 +Number of peaks after removing outliers: 144978 +Number of nonpeaks after removing outliers: 129966 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +Predicting within adjust counts + 1/4062 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ETA: 0s 3977/4062 [============================>.] - ETA: 0s 3989/4062 [============================>.] - ETA: 0s 4001/4062 [============================>.] - ETA: 0s 4012/4062 [============================>.] - ETA: 0s 4023/4062 [============================>.] - ETA: 0s 4034/4062 [============================>.] - ETA: 0s 4045/4062 [============================>.] - ETA: 0s 4057/4062 [============================>.] - ETA: 0s 4062/4062 [==============================] - ETA: 0s 4062/4062 [==============================] - 26s 5ms/step +2022-10-13_10-19-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR782SSS//preprocessing/bigWigs/ENCSR782SSS.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.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': '3.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(128756, 10) +loading nonpeaks... +got split:train for bed regions:(117227, 10) +loading peaks... +got split:valid for bed regions:(16222, 10) +loading nonpeaks... +got split:valid for bed regions:(12739, 10) +Epoch 1/50 + 1/2213 [..............................] - ETA: 3:46:34 - loss: 238.2608 - logits_profile_predictions_loss: 228.8854 - logcount_predictions_loss: 2.6043 2/2213 [..............................] - ETA: 5:09 - loss: 618.0261 - logits_profile_predictions_loss: 232.3688 - logcount_predictions_loss: 107.1270  3/2213 [..............................] - ETA: 5:07 - loss: 658.4568 - logits_profile_predictions_loss: 231.0686 - logcount_predictions_loss: 118.7190 4/2213 [..............................] - ETA: 5:07 - loss: 646.4400 - logits_profile_predictions_loss: 229.4976 - logcount_predictions_loss: 115.8173 5/2213 [..............................] - ETA: 5:06 - loss: 622.4627 - logits_profile_predictions_loss: 226.8633 - logcount_predictions_loss: 109.8887 6/2213 [..............................] - ETA: 5:06 - loss: 597.8563 - logits_profile_predictions_loss: 224.8395 - logcount_predictions_loss: 103.6158 7/2213 [..............................] - ETA: 5:06 - loss: 574.4221 - logits_profile_predictions_loss: 222.6693 - logcount_predictions_loss: 97.7091  8/2213 [..............................] - ETA: 5:05 - loss: 553.5271 - logits_profile_predictions_loss: 221.0613 - logcount_predictions_loss: 92.3516 9/2213 [..............................] - ETA: 5:05 - loss: 535.4720 - logits_profile_predictions_loss: 220.2987 - logcount_predictions_loss: 87.5481 10/2213 [..............................] - ETA: 5:05 - loss: 519.0557 - logits_profile_predictions_loss: 219.4029 - logcount_predictions_loss: 83.2369 11/2213 [..............................] - ETA: 5:05 - loss: 503.9631 - logits_profile_predictions_loss: 218.2714 - logcount_predictions_loss: 79.3588 12/2213 [..............................] - ETA: 5:04 - loss: 490.2788 - logits_profile_predictions_loss: 217.1685 - logcount_predictions_loss: 75.8640 13/2213 [..............................] - ETA: 5:04 - loss: 477.8641 - logits_profile_predictions_loss: 216.1442 - logcount_predictions_loss: 72.7000 14/2213 [..............................] - ETA: 5:04 - loss: 466.4024 - logits_profile_predictions_loss: 215.0480 - logcount_predictions_loss: 69.8207 15/2213 [..............................] - ETA: 5:04 - loss: 455.9578 - logits_profile_predictions_loss: 214.0650 - logcount_predictions_loss: 67.1925 16/2213 [..............................] - ETA: 5:04 - loss: 446.4404 - logits_profile_predictions_loss: 213.2212 - logcount_predictions_loss: 64.7831 17/2213 [..............................] - ETA: 5:04 - loss: 437.6877 - logits_profile_predictions_loss: 212.4460 - logcount_predictions_loss: 62.5672 18/2213 [..............................] - ETA: 5:04 - loss: 429.5259 - logits_profile_predictions_loss: 211.6548 - logcount_predictions_loss: 60.5197 19/2213 [..............................] - ETA: 5:03 - loss: 421.9494 - logits_profile_predictions_loss: 210.9035 - logcount_predictions_loss: 58.6239 20/2213 [..............................] - ETA: 5:03 - loss: 414.9593 - logits_profile_predictions_loss: 210.2530 - logcount_predictions_loss: 56.8629 21/2213 [..............................] - ETA: 5:03 - loss: 408.3840 - logits_profile_predictions_loss: 209.5898 - logcount_predictions_loss: 55.2206 22/2213 [..............................] - ETA: 5:03 - loss: 402.2644 - logits_profile_predictions_loss: 208.9920 - logcount_predictions_loss: 53.6868 23/2213 [..............................] - ETA: 5:03 - loss: 396.5305 - logits_profile_predictions_loss: 208.4301 - logcount_predictions_loss: 52.2501 24/2213 [..............................] - ETA: 5:03 - loss: 391.1675 - logits_profile_predictions_loss: 207.9219 - logcount_predictions_loss: 50.9016 25/2213 [..............................] - ETA: 5:03 - loss: 386.1278 - logits_profile_predictions_loss: 207.4492 - logcount_predictions_loss: 49.6329 26/2213 [..............................] - ETA: 5:03 - loss: 381.3856 - logits_profile_predictions_loss: 207.0115 - logcount_predictions_loss: 48.4373 27/2213 [..............................] - ETA: 5:02 - loss: 376.9743 - logits_profile_predictions_loss: 206.6598 - logcount_predictions_loss: 47.3096 28/2213 [..............................] - ETA: 5:02 - loss: 372.7962 - logits_profile_predictions_loss: 206.3228 - logcount_predictions_loss: 46.2426 29/2213 [..............................] - ETA: 5:02 - loss: 368.8463 - logits_profile_predictions_loss: 206.0128 - logcount_predictions_loss: 45.2315 30/2213 [..............................] - ETA: 5:02 - loss: 365.0964 - logits_profile_predictions_loss: 205.7171 - logcount_predictions_loss: 44.2720 31/2213 [..............................] - ETA: 5:02 - loss: 361.5612 - logits_profile_predictions_loss: 205.4636 - logcount_predictions_loss: 43.3605 32/2213 [..............................] - ETA: 5:02 - loss: 358.1735 - logits_profile_predictions_loss: 205.2008 - logcount_predictions_loss: 42.4924 33/2213 [..............................] - ETA: 5:01 - loss: 354.9434 - logits_profile_predictions_loss: 204.9501 - logcount_predictions_loss: 41.6648 34/2213 [..............................] - ETA: 5:01 - loss: 351.8408 - logits_profile_predictions_loss: 204.6925 - logcount_predictions_loss: 40.8745 35/2213 [..............................] - ETA: 5:01 - loss: 348.8764 - logits_profile_predictions_loss: 204.4469 - logcount_predictions_loss: 40.1193 36/2213 [..............................] - ETA: 5:01 - loss: 346.0428 - logits_profile_predictions_loss: 204.2143 - logcount_predictions_loss: 39.3968 37/2213 [..............................] - ETA: 5:01 - loss: 343.3311 - logits_profile_predictions_loss: 203.9927 - logcount_predictions_loss: 38.7051 38/2213 [..............................] - ETA: 5:01 - loss: 340.7238 - logits_profile_predictions_loss: 203.7734 - logcount_predictions_loss: 38.0418 39/2213 [..............................] - ETA: 5:01 - loss: 338.2453 - logits_profile_predictions_loss: 203.5855 - logcount_predictions_loss: 37.4055 40/2213 [..............................] - ETA: 5:00 - loss: 335.8603 - logits_profile_predictions_loss: 203.4009 - logcount_predictions_loss: 36.7943 41/2213 [..............................] - ETA: 5:00 - loss: 333.5872 - logits_profile_predictions_loss: 203.2421 - logcount_predictions_loss: 36.2070 42/2213 [..............................] - ETA: 5:00 - loss: 331.3985 - logits_profile_predictions_loss: 203.0880 - logcount_predictions_loss: 35.6418 43/2213 [..............................] - ETA: 5:00 - loss: 329.2871 - logits_profile_predictions_loss: 202.9358 - logcount_predictions_loss: 35.0976 44/2213 [..............................] - ETA: 5:00 - loss: 327.2514 - logits_profile_predictions_loss: 202.7879 - logcount_predictions_loss: 34.5732 45/2213 [..............................] - ETA: 5:00 - loss: 325.2719 - logits_profile_predictions_loss: 202.6303 - logcount_predictions_loss: 34.0671 46/2213 [..............................] - ETA: 5:00 - loss: 323.3395 - logits_profile_predictions_loss: 202.4575 - logcount_predictions_loss: 33.5783 47/2213 [..............................] - ETA: 4:59 - loss: 321.4797 - logits_profile_predictions_loss: 202.2969 - logcount_predictions_loss: 33.1063 48/2213 [..............................] - ETA: 4:59 - loss: 319.6753 - logits_profile_predictions_loss: 202.1356 - logcount_predictions_loss: 32.6499 49/2213 [..............................] - ETA: 4:59 - loss: 317.9288 - logits_profile_predictions_loss: 201.9783 - logcount_predictions_loss: 32.2085 50/2213 [..............................] - ETA: 4:59 - loss: 316.2464 - logits_profile_predictions_loss: 201.8335 - logcount_predictions_loss: 31.7814 51/2213 [..............................] - ETA: 4:59 - loss: 314.6191 - logits_profile_predictions_loss: 201.6951 - logcount_predictions_loss: 31.3678 52/2213 [..............................] - ETA: 4:59 - loss: 313.0394 - logits_profile_predictions_loss: 201.5581 - logcount_predictions_loss: 30.9670 53/2213 [..............................] - ETA: 4:59 - loss: 311.5107 - logits_profile_predictions_loss: 201.4278 - logcount_predictions_loss: 30.5786 54/2213 [..............................] - ETA: 4:59 - loss: 310.0353 - logits_profile_predictions_loss: 201.3086 - logcount_predictions_loss: 30.2018 55/2213 [..............................] - ETA: 4:58 - loss: 308.6093 - logits_profile_predictions_loss: 201.1985 - logcount_predictions_loss: 29.8363 56/2213 [..............................] - ETA: 4:58 - loss: 307.2433 - logits_profile_predictions_loss: 201.1092 - logcount_predictions_loss: 29.4817 57/2213 [..............................] - ETA: 4:58 - loss: 305.9178 - logits_profile_predictions_loss: 201.0236 - logcount_predictions_loss: 29.1373 58/2213 [..............................] - ETA: 4:58 - loss: 304.6325 - logits_profile_predictions_loss: 200.9432 - logcount_predictions_loss: 28.8026 59/2213 [..............................] - ETA: 4:58 - loss: 303.3826 - logits_profile_predictions_loss: 200.8644 - logcount_predictions_loss: 28.4773 60/2213 [..............................] - ETA: 4:58 - loss: 302.1669 - logits_profile_predictions_loss: 200.7879 - logcount_predictions_loss: 28.1608 61/2213 [..............................] - ETA: 4:58 - loss: 300.9873 - logits_profile_predictions_loss: 200.7167 - logcount_predictions_loss: 27.8530 62/2213 [..............................] - ETA: 4:57 - loss: 299.8490 - logits_profile_predictions_loss: 200.6567 - logcount_predictions_loss: 27.5534 63/2213 [..............................] - ETA: 4:57 - loss: 298.7442 - logits_profile_predictions_loss: 200.6018 - logcount_predictions_loss: 27.2618 64/2213 [..............................] - ETA: 4:57 - loss: 297.6699 - logits_profile_predictions_loss: 200.5504 - logcount_predictions_loss: 26.9777 65/2213 [..............................] - ETA: 4:57 - loss: 296.6238 - logits_profile_predictions_loss: 200.5011 - logcount_predictions_loss: 26.7008 66/2213 [..............................] - ETA: 4:57 - loss: 295.6026 - logits_profile_predictions_loss: 200.4519 - logcount_predictions_loss: 26.4308 67/2213 [..............................] - ETA: 4:57 - loss: 294.6085 - logits_profile_predictions_loss: 200.4059 - logcount_predictions_loss: 26.1674 68/2213 [..............................] - ETA: 4:57 - loss: 293.6422 - logits_profile_predictions_loss: 200.3643 - logcount_predictions_loss: 25.9105 69/2213 [..............................] - ETA: 4:56 - loss: 292.7000 - logits_profile_predictions_loss: 200.3248 - logcount_predictions_loss: 25.6598 70/2213 [..............................] - ETA: 4:56 - loss: 291.7783 - logits_profile_predictions_loss: 200.2845 - logcount_predictions_loss: 25.4149 71/2213 [..............................] - ETA: 4:56 - loss: 290.8737 - logits_profile_predictions_loss: 200.2411 - logcount_predictions_loss: 25.1757 72/2213 [..............................] - ETA: 4:56 - loss: 289.9885 - logits_profile_predictions_loss: 200.1972 - logcount_predictions_loss: 24.9420 73/2213 [..............................] - ETA: 4:56 - loss: 289.1227 - logits_profile_predictions_loss: 200.1537 - logcount_predictions_loss: 24.7136 74/2213 [>.............................] - ETA: 4:56 - loss: 288.2732 - logits_profile_predictions_loss: 200.1082 - logcount_predictions_loss: 24.4903 75/2213 [>.............................] - ETA: 4:56 - loss: 287.4472 - logits_profile_predictions_loss: 200.0681 - logcount_predictions_loss: 24.2720 76/2213 [>.............................] - ETA: 4:55 - loss: 286.6386 - logits_profile_predictions_loss: 200.0283 - logcount_predictions_loss: 24.0584 77/2213 [>.............................] - ETA: 4:55 - loss: 285.8439 - logits_profile_predictions_loss: 199.9861 - logcount_predictions_loss: 23.8494 78/2213 [>.............................] - ETA: 4:55 - loss: 285.0609 - logits_profile_predictions_loss: 199.9396 - logcount_predictions_loss: 23.6448 79/2213 [>.............................] - ETA: 4:55 - loss: 284.2960 - logits_profile_predictions_loss: 199.8955 - logcount_predictions_loss: 23.4446 80/2213 [>.............................] - ETA: 4:55 - loss: 283.5468 - logits_profile_predictions_loss: 199.8523 - logcount_predictions_loss: 23.2485 81/2213 [>.............................] - ETA: 4:55 - loss: 282.8116 - logits_profile_predictions_loss: 199.8085 - logcount_predictions_loss: 23.0564 82/2213 [>.............................] - ETA: 4:55 - loss: 282.0897 - logits_profile_predictions_loss: 199.7641 - logcount_predictions_loss: 22.8682 83/2213 [>.............................] - ETA: 4:55 - loss: 281.3842 - logits_profile_predictions_loss: 199.7224 - logcount_predictions_loss: 22.6838 84/2213 [>.............................] - ETA: 4:54 - loss: 280.6940 - logits_profile_predictions_loss: 199.6827 - logcount_predictions_loss: 22.5031 85/2213 [>.............................] - ETA: 4:54 - loss: 280.0132 - logits_profile_predictions_loss: 199.6399 - logcount_predictions_loss: 22.3259 86/2213 [>.............................] - ETA: 4:54 - loss: 279.3463 - logits_profile_predictions_loss: 199.5986 - logcount_predictions_loss: 22.1522 87/2213 [>.............................] - ETA: 4:54 - loss: 278.6923 - logits_profile_predictions_loss: 199.5580 - logcount_predictions_loss: 21.9817 88/2213 [>.............................] - ETA: 4:54 - loss: 278.0498 - logits_profile_predictions_loss: 199.5174 - logcount_predictions_loss: 21.8146 89/2213 [>.............................] - ETA: 4:54 - loss: 277.4207 - logits_profile_predictions_loss: 199.4787 - logcount_predictions_loss: 21.6506 90/2213 [>.............................] - ETA: 4:54 - loss: 276.8035 - logits_profile_predictions_loss: 199.4407 - logcount_predictions_loss: 21.4897 91/2213 [>.............................] - ETA: 4:53 - loss: 276.1963 - logits_profile_predictions_loss: 199.4022 - logcount_predictions_loss: 21.3317 92/2213 [>.............................] - ETA: 4:53 - loss: 275.6005 - logits_profile_predictions_loss: 199.3646 - logcount_predictions_loss: 21.1766 93/2213 [>.............................] - ETA: 4:53 - loss: 275.0177 - logits_profile_predictions_loss: 199.3298 - logcount_predictions_loss: 21.0244 94/2213 [>.............................] - ETA: 4:53 - loss: 274.4444 - logits_profile_predictions_loss: 199.2946 - logcount_predictions_loss: 20.8750 95/2213 [>.............................] - ETA: 4:53 - loss: 273.8794 - logits_profile_predictions_loss: 199.2582 - logcount_predictions_loss: 20.7281 96/2213 [>.............................] - ETA: 4:53 - loss: 273.3220 - logits_profile_predictions_loss: 199.2203 - logcount_predictions_loss: 20.5838 97/2213 [>.............................] - ETA: 4:53 - loss: 272.7744 - logits_profile_predictions_loss: 199.1831 - logcount_predictions_loss: 20.4420 98/2213 [>.............................] - ETA: 4:52 - loss: 272.2329 - logits_profile_predictions_loss: 199.1433 - logcount_predictions_loss: 20.3027 99/2213 [>.............................] - ETA: 4:52 - loss: 271.7015 - logits_profile_predictions_loss: 199.1051 - logcount_predictions_loss: 20.1657 100/2213 [>.............................] - ETA: 4:52 - loss: 271.1808 - logits_profile_predictions_loss: 199.0692 - logcount_predictions_loss: 20.0310 101/2213 [>.............................] - ETA: 4:52 - loss: 270.6723 - logits_profile_predictions_loss: 199.0370 - logcount_predictions_loss: 19.8987 102/2213 [>.............................] - ETA: 4:52 - loss: 270.1759 - logits_profile_predictions_loss: 199.0087 - logcount_predictions_loss: 19.7687 103/2213 [>.............................] - ETA: 4:52 - loss: 269.6881 - logits_profile_predictions_loss: 198.9813 - logcount_predictions_loss: 19.6408 104/2213 [>.............................] - ETA: 4:52 - loss: 269.2082 - logits_profile_predictions_loss: 198.9542 - logcount_predictions_loss: 19.5150 105/2213 [>.............................] - ETA: 4:51 - loss: 268.7357 - logits_profile_predictions_loss: 198.9272 - logcount_predictions_loss: 19.3913 106/2213 [>.............................] - ETA: 4:51 - loss: 268.2685 - logits_profile_predictions_loss: 198.8984 - logcount_predictions_loss: 19.2695 107/2213 [>.............................] - ETA: 4:51 - loss: 267.8088 - logits_profile_predictions_loss: 198.8702 - logcount_predictions_loss: 19.1496 108/2213 [>.............................] - ETA: 4:51 - loss: 267.3562 - logits_profile_predictions_loss: 198.8423 - logcount_predictions_loss: 19.0316 109/2213 [>.............................] - ETA: 4:51 - loss: 266.9096 - logits_profile_predictions_loss: 198.8138 - logcount_predictions_loss: 18.9155 110/2213 [>.............................] - ETA: 4:51 - loss: 266.4695 - logits_profile_predictions_loss: 198.7854 - logcount_predictions_loss: 18.8011 111/2213 [>.............................] - ETA: 4:51 - loss: 266.0366 - logits_profile_predictions_loss: 198.7578 - logcount_predictions_loss: 18.6886 112/2213 [>.............................] - ETA: 4:50 - loss: 265.6100 - logits_profile_predictions_loss: 198.7303 - logcount_predictions_loss: 18.5777 113/2213 [>.............................] - ETA: 4:50 - loss: 265.1891 - logits_profile_predictions_loss: 198.7024 - logcount_predictions_loss: 18.4685 114/2213 [>.............................] - ETA: 4:50 - loss: 264.7711 - logits_profile_predictions_loss: 198.6717 - logcount_predictions_loss: 18.3609 115/2213 [>.............................] - ETA: 4:50 - loss: 264.3589 - logits_profile_predictions_loss: 198.6412 - logcount_predictions_loss: 18.2549 116/2213 [>.............................] - ETA: 4:50 - loss: 263.9517 - logits_profile_predictions_loss: 198.6099 - logcount_predictions_loss: 18.1505 117/2213 [>.............................] - ETA: 4:50 - loss: 263.5501 - logits_profile_predictions_loss: 198.5789 - logcount_predictions_loss: 18.0476 118/2213 [>.............................] - ETA: 4:50 - loss: 263.1527 - logits_profile_predictions_loss: 198.5468 - logcount_predictions_loss: 17.9461 119/2213 [>.............................] - ETA: 4:50 - loss: 262.7606 - logits_profile_predictions_loss: 198.5147 - logcount_predictions_loss: 17.8461 120/2213 [>.............................] - ETA: 4:49 - loss: 262.3753 - logits_profile_predictions_loss: 198.4843 - logcount_predictions_loss: 17.7475 121/2213 [>.............................] - ETA: 4:49 - loss: 261.9955 - logits_profile_predictions_loss: 198.4542 - logcount_predictions_loss: 17.6504 122/2213 [>.............................] - ETA: 4:49 - loss: 261.6190 - logits_profile_predictions_loss: 198.4227 - logcount_predictions_loss: 17.5545 123/2213 [>.............................] - ETA: 4:49 - loss: 261.2469 - logits_profile_predictions_loss: 198.3909 - logcount_predictions_loss: 17.4600 124/2213 [>.............................] - ETA: 4:49 - loss: 260.8804 - logits_profile_predictions_loss: 198.3599 - logcount_predictions_loss: 17.3668 125/2213 [>.............................] - ETA: 4:49 - loss: 260.5197 - logits_profile_predictions_loss: 198.3301 - logcount_predictions_loss: 17.2749 126/2213 [>.............................] - ETA: 4:49 - loss: 260.1635 - logits_profile_predictions_loss: 198.3003 - logcount_predictions_loss: 17.1842 127/2213 [>.............................] - ETA: 4:48 - loss: 259.8121 - logits_profile_predictions_loss: 198.2708 - logcount_predictions_loss: 17.0948 128/2213 [>.............................] - ETA: 4:48 - loss: 259.4657 - logits_profile_predictions_loss: 198.2421 - logcount_predictions_loss: 17.0066 129/2213 [>.............................] - ETA: 4:48 - loss: 259.1235 - logits_profile_predictions_loss: 198.2133 - logcount_predictions_loss: 16.9195 130/2213 [>.............................] - ETA: 4:48 - loss: 258.7855 - logits_profile_predictions_loss: 198.1846 - logcount_predictions_loss: 16.8336 131/2213 [>.............................] - ETA: 4:48 - loss: 258.4521 - logits_profile_predictions_loss: 198.1564 - logcount_predictions_loss: 16.7488 132/2213 [>.............................] - ETA: 4:48 - loss: 258.1236 - logits_profile_predictions_loss: 198.1292 - logcount_predictions_loss: 16.6651 133/2213 [>.............................] - ETA: 4:48 - loss: 257.7993 - logits_profile_predictions_loss: 198.1021 - logcount_predictions_loss: 16.5825 134/2213 [>.............................] - ETA: 4:47 - loss: 257.4799 - logits_profile_predictions_loss: 198.0763 - logcount_predictions_loss: 16.5010 135/2213 [>.............................] - ETA: 4:47 - loss: 257.1650 - logits_profile_predictions_loss: 198.0510 - logcount_predictions_loss: 16.4205 136/2213 [>.............................] - ETA: 4:47 - loss: 256.8544 - logits_profile_predictions_loss: 198.0264 - logcount_predictions_loss: 16.3411 137/2213 [>.............................] - ETA: 4:47 - loss: 256.5479 - logits_profile_predictions_loss: 198.0023 - logcount_predictions_loss: 16.2627 138/2213 [>.............................] - ETA: 4:47 - loss: 256.2478 - logits_profile_predictions_loss: 197.9809 - logcount_predictions_loss: 16.1852 139/2213 [>.............................] - ETA: 4:47 - loss: 255.9538 - logits_profile_predictions_loss: 197.9622 - logcount_predictions_loss: 16.1088 140/2213 [>.............................] - ETA: 4:47 - loss: 255.6655 - logits_profile_predictions_loss: 197.9456 - logcount_predictions_loss: 16.0333 141/2213 [>.............................] - ETA: 4:46 - loss: 255.3784 - logits_profile_predictions_loss: 197.9270 - logcount_predictions_loss: 15.9587 142/2213 [>.............................] - ETA: 4:46 - loss: 255.0953 - logits_profile_predictions_loss: 197.9091 - logcount_predictions_loss: 15.8850 143/2213 [>.............................] - ETA: 4:46 - loss: 254.8146 - logits_profile_predictions_loss: 197.8905 - logcount_predictions_loss: 15.8122 144/2213 [>.............................] - ETA: 4:46 - loss: 254.5369 - logits_profile_predictions_loss: 197.8718 - logcount_predictions_loss: 15.7403 145/2213 [>.............................] - ETA: 4:46 - loss: 254.2614 - logits_profile_predictions_loss: 197.8523 - logcount_predictions_loss: 15.6692 146/2213 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[==>...........................] - ETA: 4:26 - loss: 231.5724 - logits_profile_predictions_loss: 195.1623 - logcount_predictions_loss: 10.1139 290/2213 [==>...........................] - ETA: 4:26 - loss: 231.4806 - logits_profile_predictions_loss: 195.1469 - logcount_predictions_loss: 10.0927 291/2213 [==>...........................] - ETA: 4:26 - loss: 231.3895 - logits_profile_predictions_loss: 195.1317 - logcount_predictions_loss: 10.0716 292/2213 [==>...........................] - ETA: 4:26 - loss: 231.2992 - logits_profile_predictions_loss: 195.1168 - logcount_predictions_loss: 10.0507 293/2213 [==>...........................] - ETA: 4:26 - loss: 231.2092 - logits_profile_predictions_loss: 195.1019 - logcount_predictions_loss: 10.0298 294/2213 [==>...........................] - ETA: 4:25 - loss: 231.1196 - logits_profile_predictions_loss: 195.0868 - logcount_predictions_loss: 10.0091 295/2213 [==>...........................] - ETA: 4:25 - loss: 231.0304 - logits_profile_predictions_loss: 195.0717 - logcount_predictions_loss: 9.9885  296/2213 [===>..........................] - ETA: 4:25 - loss: 230.9419 - logits_profile_predictions_loss: 195.0569 - logcount_predictions_loss: 9.9681 297/2213 [===>..........................] - ETA: 4:25 - loss: 230.8539 - logits_profile_predictions_loss: 195.0421 - logcount_predictions_loss: 9.9477 298/2213 [===>..........................] - ETA: 4:25 - loss: 230.7664 - logits_profile_predictions_loss: 195.0274 - logcount_predictions_loss: 9.9275 299/2213 [===>..........................] - ETA: 4:25 - loss: 230.6795 - logits_profile_predictions_loss: 195.0129 - logcount_predictions_loss: 9.9074 300/2213 [===>..........................] - ETA: 4:25 - loss: 230.5931 - logits_profile_predictions_loss: 194.9984 - logcount_predictions_loss: 9.8874 301/2213 [===>..........................] - ETA: 4:24 - loss: 230.5071 - logits_profile_predictions_loss: 194.9839 - logcount_predictions_loss: 9.8676 302/2213 [===>..........................] - ETA: 4:24 - loss: 230.4219 - logits_profile_predictions_loss: 194.9697 - logcount_predictions_loss: 9.8478 303/2213 [===>..........................] - ETA: 4:24 - loss: 230.3371 - logits_profile_predictions_loss: 194.9555 - logcount_predictions_loss: 9.8282 304/2213 [===>..........................] - ETA: 4:24 - loss: 230.2528 - logits_profile_predictions_loss: 194.9414 - logcount_predictions_loss: 9.8087 305/2213 [===>..........................] - ETA: 4:24 - loss: 230.1690 - logits_profile_predictions_loss: 194.9274 - logcount_predictions_loss: 9.7893 306/2213 [===>..........................] - ETA: 4:24 - loss: 230.0853 - logits_profile_predictions_loss: 194.9132 - logcount_predictions_loss: 9.7700 307/2213 [===>..........................] - ETA: 4:24 - loss: 230.0020 - logits_profile_predictions_loss: 194.8989 - logcount_predictions_loss: 9.7509 308/2213 [===>..........................] - ETA: 4:24 - loss: 229.9191 - logits_profile_predictions_loss: 194.8846 - logcount_predictions_loss: 9.7318 309/2213 [===>..........................] - ETA: 4:23 - loss: 229.8367 - logits_profile_predictions_loss: 194.8705 - logcount_predictions_loss: 9.7128 310/2213 [===>..........................] - ETA: 4:23 - loss: 229.7547 - logits_profile_predictions_loss: 194.8563 - logcount_predictions_loss: 9.6940 311/2213 [===>..........................] - ETA: 4:23 - loss: 229.6732 - logits_profile_predictions_loss: 194.8424 - logcount_predictions_loss: 9.6752 312/2213 [===>..........................] - ETA: 4:23 - loss: 229.5922 - logits_profile_predictions_loss: 194.8284 - logcount_predictions_loss: 9.6566 313/2213 [===>..........................] - ETA: 4:23 - loss: 229.5114 - logits_profile_predictions_loss: 194.8143 - logcount_predictions_loss: 9.6381 314/2213 [===>..........................] - ETA: 4:23 - loss: 229.4311 - logits_profile_predictions_loss: 194.8004 - logcount_predictions_loss: 9.6196 315/2213 [===>..........................] - ETA: 4:23 - loss: 229.3510 - logits_profile_predictions_loss: 194.7862 - logcount_predictions_loss: 9.6013 316/2213 [===>..........................] - ETA: 4:22 - loss: 229.2715 - logits_profile_predictions_loss: 194.7724 - logcount_predictions_loss: 9.5831 317/2213 [===>..........................] - ETA: 4:22 - loss: 229.1925 - logits_profile_predictions_loss: 194.7587 - logcount_predictions_loss: 9.5650 318/2213 [===>..........................] - ETA: 4:22 - loss: 229.1138 - logits_profile_predictions_loss: 194.7448 - logcount_predictions_loss: 9.5469 319/2213 [===>..........................] - ETA: 4:22 - loss: 229.0355 - logits_profile_predictions_loss: 194.7310 - logcount_predictions_loss: 9.5290 320/2213 [===>..........................] - ETA: 4:22 - loss: 228.9575 - logits_profile_predictions_loss: 194.7172 - logcount_predictions_loss: 9.5112 321/2213 [===>..........................] - ETA: 4:22 - loss: 228.8798 - logits_profile_predictions_loss: 194.7034 - logcount_predictions_loss: 9.4934 322/2213 [===>..........................] - ETA: 4:22 - loss: 228.8025 - logits_profile_predictions_loss: 194.6896 - logcount_predictions_loss: 9.4758 323/2213 [===>..........................] - ETA: 4:21 - loss: 228.7257 - logits_profile_predictions_loss: 194.6759 - logcount_predictions_loss: 9.4583 324/2213 [===>..........................] - ETA: 4:21 - loss: 228.6493 - logits_profile_predictions_loss: 194.6623 - logcount_predictions_loss: 9.4408 325/2213 [===>..........................] - ETA: 4:21 - loss: 228.5734 - logits_profile_predictions_loss: 194.6489 - logcount_predictions_loss: 9.4235 326/2213 [===>..........................] - ETA: 4:21 - loss: 228.4980 - logits_profile_predictions_loss: 194.6356 - logcount_predictions_loss: 9.4062 327/2213 [===>..........................] - ETA: 4:21 - loss: 228.4230 - logits_profile_predictions_loss: 194.6224 - logcount_predictions_loss: 9.3891 328/2213 [===>..........................] - ETA: 4:21 - loss: 228.3481 - logits_profile_predictions_loss: 194.6090 - logcount_predictions_loss: 9.3720 329/2213 [===>..........................] - ETA: 4:21 - loss: 228.2736 - logits_profile_predictions_loss: 194.5956 - logcount_predictions_loss: 9.3550 330/2213 [===>..........................] - ETA: 4:20 - loss: 228.1995 - logits_profile_predictions_loss: 194.5823 - logcount_predictions_loss: 9.3381 331/2213 [===>..........................] - ETA: 4:20 - loss: 228.1258 - logits_profile_predictions_loss: 194.5691 - logcount_predictions_loss: 9.3213 332/2213 [===>..........................] - ETA: 4:20 - loss: 228.0527 - logits_profile_predictions_loss: 194.5561 - logcount_predictions_loss: 9.3046 333/2213 [===>..........................] - ETA: 4:20 - loss: 227.9800 - logits_profile_predictions_loss: 194.5432 - logcount_predictions_loss: 9.2880 334/2213 [===>..........................] - ETA: 4:20 - loss: 227.9077 - logits_profile_predictions_loss: 194.5304 - logcount_predictions_loss: 9.2715 335/2213 [===>..........................] - ETA: 4:20 - loss: 227.8356 - logits_profile_predictions_loss: 194.5175 - logcount_predictions_loss: 9.2550 336/2213 [===>..........................] - ETA: 4:20 - loss: 227.7638 - logits_profile_predictions_loss: 194.5046 - logcount_predictions_loss: 9.2387 337/2213 [===>..........................] - ETA: 4:19 - loss: 227.6927 - logits_profile_predictions_loss: 194.4921 - logcount_predictions_loss: 9.2224 338/2213 [===>..........................] - ETA: 4:19 - loss: 227.6219 - logits_profile_predictions_loss: 194.4795 - logcount_predictions_loss: 9.2062 339/2213 [===>..........................] - ETA: 4:19 - loss: 227.5515 - logits_profile_predictions_loss: 194.4670 - logcount_predictions_loss: 9.1901 340/2213 [===>..........................] - ETA: 4:19 - loss: 227.4814 - logits_profile_predictions_loss: 194.4546 - logcount_predictions_loss: 9.1741 341/2213 [===>..........................] - ETA: 4:19 - loss: 227.4117 - logits_profile_predictions_loss: 194.4422 - logcount_predictions_loss: 9.1582 342/2213 [===>..........................] - ETA: 4:19 - loss: 227.3423 - logits_profile_predictions_loss: 194.4298 - logcount_predictions_loss: 9.1424 343/2213 [===>..........................] - ETA: 4:19 - loss: 227.2731 - logits_profile_predictions_loss: 194.4174 - logcount_predictions_loss: 9.1266 344/2213 [===>..........................] - ETA: 4:19 - loss: 227.2042 - logits_profile_predictions_loss: 194.4049 - logcount_predictions_loss: 9.1109 345/2213 [===>..........................] - ETA: 4:18 - loss: 227.1356 - logits_profile_predictions_loss: 194.3926 - logcount_predictions_loss: 9.0953 346/2213 [===>..........................] - ETA: 4:18 - loss: 227.0674 - logits_profile_predictions_loss: 194.3802 - logcount_predictions_loss: 9.0798 347/2213 [===>..........................] - ETA: 4:18 - loss: 226.9998 - logits_profile_predictions_loss: 194.3682 - logcount_predictions_loss: 9.0643 348/2213 [===>..........................] - ETA: 4:18 - loss: 226.9325 - logits_profile_predictions_loss: 194.3562 - logcount_predictions_loss: 9.0490 349/2213 [===>..........................] - ETA: 4:18 - loss: 226.8654 - logits_profile_predictions_loss: 194.3441 - logcount_predictions_loss: 9.0337 350/2213 [===>..........................] - ETA: 4:18 - loss: 226.7986 - logits_profile_predictions_loss: 194.3320 - logcount_predictions_loss: 9.0185 351/2213 [===>..........................] - ETA: 4:18 - loss: 226.7323 - logits_profile_predictions_loss: 194.3202 - logcount_predictions_loss: 9.0034 352/2213 [===>..........................] - ETA: 4:17 - loss: 226.6661 - logits_profile_predictions_loss: 194.3082 - logcount_predictions_loss: 8.9883 353/2213 [===>..........................] - ETA: 4:17 - loss: 226.6002 - logits_profile_predictions_loss: 194.2962 - logcount_predictions_loss: 8.9733 354/2213 [===>..........................] - ETA: 4:17 - loss: 226.5345 - logits_profile_predictions_loss: 194.2842 - logcount_predictions_loss: 8.9584 355/2213 [===>..........................] - ETA: 4:17 - loss: 226.4691 - logits_profile_predictions_loss: 194.2722 - logcount_predictions_loss: 8.9436 356/2213 [===>..........................] - ETA: 4:17 - loss: 226.4042 - logits_profile_predictions_loss: 194.2604 - logcount_predictions_loss: 8.9288 357/2213 [===>..........................] - ETA: 4:17 - loss: 226.3393 - logits_profile_predictions_loss: 194.2484 - logcount_predictions_loss: 8.9141 358/2213 [===>..........................] - ETA: 4:17 - loss: 226.2748 - logits_profile_predictions_loss: 194.2365 - logcount_predictions_loss: 8.8995 359/2213 [===>..........................] - ETA: 4:16 - loss: 226.2105 - logits_profile_predictions_loss: 194.2245 - logcount_predictions_loss: 8.8850 360/2213 [===>..........................] - ETA: 4:16 - loss: 226.1465 - logits_profile_predictions_loss: 194.2127 - logcount_predictions_loss: 8.8705 361/2213 [===>..........................] - ETA: 4:16 - loss: 226.0829 - logits_profile_predictions_loss: 194.2009 - logcount_predictions_loss: 8.8561 362/2213 [===>..........................] - ETA: 4:16 - loss: 226.0198 - logits_profile_predictions_loss: 194.1894 - logcount_predictions_loss: 8.8418 363/2213 [===>..........................] - ETA: 4:16 - loss: 225.9571 - logits_profile_predictions_loss: 194.1779 - logcount_predictions_loss: 8.8275 364/2213 [===>..........................] - ETA: 4:16 - loss: 225.8946 - logits_profile_predictions_loss: 194.1665 - logcount_predictions_loss: 8.8134 365/2213 [===>..........................] - ETA: 4:16 - loss: 225.8328 - logits_profile_predictions_loss: 194.1555 - logcount_predictions_loss: 8.7993 366/2213 [===>..........................] - ETA: 4:15 - loss: 225.7710 - logits_profile_predictions_loss: 194.1443 - logcount_predictions_loss: 8.7852 367/2213 [===>..........................] - ETA: 4:15 - loss: 225.7096 - logits_profile_predictions_loss: 194.1331 - logcount_predictions_loss: 8.7712 368/2213 [===>..........................] - ETA: 4:15 - loss: 225.6484 - logits_profile_predictions_loss: 194.1220 - logcount_predictions_loss: 8.7573 369/2213 [====>.........................] - ETA: 4:15 - loss: 225.5875 - logits_profile_predictions_loss: 194.1109 - logcount_predictions_loss: 8.7435 370/2213 [====>.........................] - ETA: 4:15 - loss: 225.5267 - logits_profile_predictions_loss: 194.0997 - logcount_predictions_loss: 8.7297 371/2213 [====>.........................] - ETA: 4:15 - loss: 225.4661 - logits_profile_predictions_loss: 194.0885 - logcount_predictions_loss: 8.7160 372/2213 [====>.........................] - ETA: 4:15 - loss: 225.4057 - logits_profile_predictions_loss: 194.0772 - logcount_predictions_loss: 8.7024 373/2213 [====>.........................] - ETA: 4:14 - loss: 225.3457 - logits_profile_predictions_loss: 194.0660 - logcount_predictions_loss: 8.6888 374/2213 [====>.........................] - ETA: 4:14 - loss: 225.2862 - logits_profile_predictions_loss: 194.0551 - logcount_predictions_loss: 8.6753 375/2213 [====>.........................] - ETA: 4:14 - loss: 225.2269 - logits_profile_predictions_loss: 194.0443 - logcount_predictions_loss: 8.6619 376/2213 [====>.........................] - ETA: 4:14 - loss: 225.1681 - logits_profile_predictions_loss: 194.0336 - logcount_predictions_loss: 8.6485 377/2213 [====>.........................] - ETA: 4:14 - loss: 225.1094 - logits_profile_predictions_loss: 194.0229 - logcount_predictions_loss: 8.6352 378/2213 [====>.........................] - ETA: 4:14 - loss: 225.0507 - logits_profile_predictions_loss: 194.0119 - logcount_predictions_loss: 8.6219 379/2213 [====>.........................] - ETA: 4:14 - loss: 224.9921 - logits_profile_predictions_loss: 194.0008 - logcount_predictions_loss: 8.6087 380/2213 [====>.........................] - ETA: 4:14 - loss: 224.9338 - logits_profile_predictions_loss: 193.9897 - logcount_predictions_loss: 8.5956 381/2213 [====>.........................] - ETA: 4:13 - loss: 224.8757 - logits_profile_predictions_loss: 193.9787 - logcount_predictions_loss: 8.5825 382/2213 [====>.........................] - ETA: 4:13 - loss: 224.8179 - logits_profile_predictions_loss: 193.9678 - logcount_predictions_loss: 8.5695 383/2213 [====>.........................] - ETA: 4:13 - loss: 224.7604 - logits_profile_predictions_loss: 193.9569 - logcount_predictions_loss: 8.5565 384/2213 [====>.........................] - ETA: 4:13 - loss: 224.7028 - logits_profile_predictions_loss: 193.9457 - logcount_predictions_loss: 8.5436 385/2213 [====>.........................] - ETA: 4:13 - loss: 224.6455 - logits_profile_predictions_loss: 193.9346 - logcount_predictions_loss: 8.5308 386/2213 [====>.........................] - ETA: 4:13 - loss: 224.5883 - logits_profile_predictions_loss: 193.9234 - logcount_predictions_loss: 8.5180 387/2213 [====>.........................] - ETA: 4:13 - loss: 224.5316 - logits_profile_predictions_loss: 193.9125 - logcount_predictions_loss: 8.5053 388/2213 [====>.........................] - ETA: 4:12 - loss: 224.4751 - logits_profile_predictions_loss: 193.9016 - logcount_predictions_loss: 8.4927 389/2213 [====>.........................] - ETA: 4:12 - loss: 224.4189 - logits_profile_predictions_loss: 193.8907 - logcount_predictions_loss: 8.4801 390/2213 [====>.........................] - ETA: 4:12 - loss: 224.3630 - logits_profile_predictions_loss: 193.8800 - logcount_predictions_loss: 8.4675 391/2213 [====>.........................] - ETA: 4:12 - loss: 224.3077 - logits_profile_predictions_loss: 193.8695 - logcount_predictions_loss: 8.4551 392/2213 [====>.........................] - ETA: 4:12 - loss: 224.2526 - logits_profile_predictions_loss: 193.8591 - logcount_predictions_loss: 8.4426 393/2213 [====>.........................] - ETA: 4:12 - loss: 224.1978 - logits_profile_predictions_loss: 193.8488 - logcount_predictions_loss: 8.4303 394/2213 [====>.........................] - ETA: 4:12 - loss: 224.1431 - logits_profile_predictions_loss: 193.8385 - logcount_predictions_loss: 8.4180 395/2213 [====>.........................] - ETA: 4:11 - loss: 224.0888 - logits_profile_predictions_loss: 193.8283 - logcount_predictions_loss: 8.4057 396/2213 [====>.........................] - ETA: 4:11 - loss: 224.0346 - logits_profile_predictions_loss: 193.8180 - logcount_predictions_loss: 8.3935 397/2213 [====>.........................] - ETA: 4:11 - loss: 223.9808 - logits_profile_predictions_loss: 193.8078 - logcount_predictions_loss: 8.3814 398/2213 [====>.........................] - ETA: 4:11 - loss: 223.9270 - logits_profile_predictions_loss: 193.7976 - logcount_predictions_loss: 8.3693 399/2213 [====>.........................] - ETA: 4:11 - loss: 223.8736 - logits_profile_predictions_loss: 193.7875 - logcount_predictions_loss: 8.3573 400/2213 [====>.........................] - ETA: 4:11 - loss: 223.8203 - logits_profile_predictions_loss: 193.7773 - logcount_predictions_loss: 8.3453 401/2213 [====>.........................] - ETA: 4:11 - loss: 223.7673 - logits_profile_predictions_loss: 193.7671 - logcount_predictions_loss: 8.3334 402/2213 [====>.........................] - ETA: 4:10 - loss: 223.7144 - logits_profile_predictions_loss: 193.7570 - logcount_predictions_loss: 8.3215 403/2213 [====>.........................] - ETA: 4:10 - loss: 223.6617 - logits_profile_predictions_loss: 193.7468 - logcount_predictions_loss: 8.3097 404/2213 [====>.........................] - ETA: 4:10 - loss: 223.6091 - logits_profile_predictions_loss: 193.7366 - logcount_predictions_loss: 8.2979 405/2213 [====>.........................] - ETA: 4:10 - loss: 223.5567 - logits_profile_predictions_loss: 193.7264 - logcount_predictions_loss: 8.2862 406/2213 [====>.........................] - ETA: 4:10 - loss: 223.5046 - logits_profile_predictions_loss: 193.7163 - logcount_predictions_loss: 8.2745 407/2213 [====>.........................] - ETA: 4:10 - loss: 223.4530 - logits_profile_predictions_loss: 193.7065 - logcount_predictions_loss: 8.2629 408/2213 [====>.........................] - ETA: 4:10 - loss: 223.4018 - logits_profile_predictions_loss: 193.6969 - logcount_predictions_loss: 8.2514 409/2213 [====>.........................] - ETA: 4:09 - loss: 223.3508 - logits_profile_predictions_loss: 193.6873 - logcount_predictions_loss: 8.2399 410/2213 [====>.........................] - ETA: 4:09 - loss: 223.3001 - logits_profile_predictions_loss: 193.6778 - logcount_predictions_loss: 8.2284 411/2213 [====>.........................] - ETA: 4:09 - loss: 223.2495 - logits_profile_predictions_loss: 193.6683 - logcount_predictions_loss: 8.2170 412/2213 [====>.........................] - ETA: 4:09 - loss: 223.1991 - logits_profile_predictions_loss: 193.6588 - logcount_predictions_loss: 8.2056 413/2213 [====>.........................] - ETA: 4:09 - loss: 223.1491 - logits_profile_predictions_loss: 193.6495 - logcount_predictions_loss: 8.1943 414/2213 [====>.........................] - ETA: 4:09 - loss: 223.0997 - logits_profile_predictions_loss: 193.6405 - logcount_predictions_loss: 8.1831 415/2213 [====>.........................] - ETA: 4:09 - loss: 223.0505 - logits_profile_predictions_loss: 193.6317 - logcount_predictions_loss: 8.1719 416/2213 [====>.........................] - ETA: 4:09 - loss: 223.0014 - logits_profile_predictions_loss: 193.6227 - logcount_predictions_loss: 8.1608 417/2213 [====>.........................] - ETA: 4:08 - loss: 222.9524 - logits_profile_predictions_loss: 193.6137 - logcount_predictions_loss: 8.1496 418/2213 [====>.........................] - ETA: 4:08 - loss: 222.9036 - logits_profile_predictions_loss: 193.6047 - logcount_predictions_loss: 8.1386 419/2213 [====>.........................] - ETA: 4:08 - loss: 222.8551 - logits_profile_predictions_loss: 193.5959 - logcount_predictions_loss: 8.1276 420/2213 [====>.........................] - ETA: 4:08 - loss: 222.8067 - logits_profile_predictions_loss: 193.5870 - logcount_predictions_loss: 8.1166 421/2213 [====>.........................] - ETA: 4:08 - loss: 222.7585 - logits_profile_predictions_loss: 193.5781 - logcount_predictions_loss: 8.1057 422/2213 [====>.........................] - ETA: 4:08 - loss: 222.7105 - logits_profile_predictions_loss: 193.5692 - logcount_predictions_loss: 8.0948 423/2213 [====>.........................] - ETA: 4:08 - loss: 222.6627 - logits_profile_predictions_loss: 193.5603 - logcount_predictions_loss: 8.0840 424/2213 [====>.........................] - ETA: 4:07 - loss: 222.6149 - logits_profile_predictions_loss: 193.5513 - logcount_predictions_loss: 8.0732 425/2213 [====>.........................] - ETA: 4:07 - loss: 222.5673 - logits_profile_predictions_loss: 193.5425 - logcount_predictions_loss: 8.0625 426/2213 [====>.........................] - ETA: 4:07 - loss: 222.5200 - logits_profile_predictions_loss: 193.5336 - logcount_predictions_loss: 8.0518 427/2213 [====>.........................] - ETA: 4:07 - loss: 222.4729 - logits_profile_predictions_loss: 193.5249 - logcount_predictions_loss: 8.0411 428/2213 [====>.........................] - ETA: 4:07 - loss: 222.4260 - logits_profile_predictions_loss: 193.5161 - logcount_predictions_loss: 8.0305 429/2213 [====>.........................] - ETA: 4:07 - loss: 222.3791 - logits_profile_predictions_loss: 193.5072 - logcount_predictions_loss: 8.0200 430/2213 [====>.........................] - ETA: 4:07 - loss: 222.3324 - logits_profile_predictions_loss: 193.4983 - logcount_predictions_loss: 8.0095 431/2213 [====>.........................] - ETA: 4:06 - loss: 222.2860 - logits_profile_predictions_loss: 193.4896 - logcount_predictions_loss: 7.9990 432/2213 [====>.........................] - ETA: 4:06 - loss: 222.2396 - logits_profile_predictions_loss: 193.4808 - logcount_predictions_loss: 7.9886 433/2213 [====>.........................] - ETA: 4:06 - loss: 222.1935 - logits_profile_predictions_loss: 193.4721 - logcount_predictions_loss: 7.9782 434/2213 [====>.........................] - ETA: 4:06 - loss: 222.1476 - logits_profile_predictions_loss: 193.4634 - logcount_predictions_loss: 7.9678 435/2213 [====>.........................] - ETA: 4:06 - loss: 222.1017 - logits_profile_predictions_loss: 193.4546 - logcount_predictions_loss: 7.9575 436/2213 [====>.........................] - ETA: 4:06 - loss: 222.0560 - logits_profile_predictions_loss: 193.4458 - logcount_predictions_loss: 7.9473 437/2213 [====>.........................] - ETA: 4:06 - loss: 222.0104 - logits_profile_predictions_loss: 193.4370 - logcount_predictions_loss: 7.9371 438/2213 [====>.........................] - ETA: 4:05 - loss: 221.9650 - logits_profile_predictions_loss: 193.4283 - logcount_predictions_loss: 7.9269 439/2213 [====>.........................] - ETA: 4:05 - loss: 221.9198 - logits_profile_predictions_loss: 193.4195 - logcount_predictions_loss: 7.9168 440/2213 [====>.........................] - ETA: 4:05 - loss: 221.8747 - logits_profile_predictions_loss: 193.4108 - logcount_predictions_loss: 7.9067 441/2213 [====>.........................] - ETA: 4:05 - loss: 221.8298 - logits_profile_predictions_loss: 193.4021 - logcount_predictions_loss: 7.8966 442/2213 [====>.........................] - ETA: 4:05 - loss: 221.7852 - logits_profile_predictions_loss: 193.3934 - logcount_predictions_loss: 7.8866 443/2213 [=====>........................] - ETA: 4:05 - loss: 221.7405 - logits_profile_predictions_loss: 193.3847 - logcount_predictions_loss: 7.8766 444/2213 [=====>........................] - ETA: 4:05 - loss: 221.6959 - logits_profile_predictions_loss: 193.3758 - logcount_predictions_loss: 7.8667 445/2213 [=====>........................] - ETA: 4:04 - loss: 221.6514 - logits_profile_predictions_loss: 193.3670 - logcount_predictions_loss: 7.8568 446/2213 [=====>........................] - ETA: 4:04 - loss: 221.6069 - logits_profile_predictions_loss: 193.3580 - logcount_predictions_loss: 7.8469 447/2213 [=====>........................] - ETA: 4:04 - loss: 221.5626 - logits_profile_predictions_loss: 193.3491 - logcount_predictions_loss: 7.8371 448/2213 [=====>........................] - ETA: 4:04 - loss: 221.5185 - logits_profile_predictions_loss: 193.3402 - logcount_predictions_loss: 7.8273 449/2213 [=====>........................] - ETA: 4:04 - loss: 221.4745 - logits_profile_predictions_loss: 193.3312 - logcount_predictions_loss: 7.8176 450/2213 [=====>........................] - ETA: 4:04 - loss: 221.4305 - logits_profile_predictions_loss: 193.3222 - logcount_predictions_loss: 7.8079 451/2213 [=====>........................] - ETA: 4:04 - loss: 221.3868 - logits_profile_predictions_loss: 193.3133 - logcount_predictions_loss: 7.7982 452/2213 [=====>........................] - ETA: 4:04 - loss: 221.3433 - logits_profile_predictions_loss: 193.3044 - logcount_predictions_loss: 7.7886 453/2213 [=====>........................] - ETA: 4:03 - loss: 221.2999 - logits_profile_predictions_loss: 193.2956 - logcount_predictions_loss: 7.7790 454/2213 [=====>........................] - ETA: 4:03 - loss: 221.2566 - logits_profile_predictions_loss: 193.2867 - logcount_predictions_loss: 7.7694 455/2213 [=====>........................] - ETA: 4:03 - loss: 221.2135 - logits_profile_predictions_loss: 193.2778 - logcount_predictions_loss: 7.7599 456/2213 [=====>........................] - ETA: 4:03 - loss: 221.1705 - logits_profile_predictions_loss: 193.2689 - logcount_predictions_loss: 7.7504 457/2213 [=====>........................] - ETA: 4:03 - loss: 221.1275 - logits_profile_predictions_loss: 193.2600 - logcount_predictions_loss: 7.7410 458/2213 [=====>........................] - ETA: 4:03 - loss: 221.0846 - logits_profile_predictions_loss: 193.2509 - logcount_predictions_loss: 7.7316 459/2213 [=====>........................] - ETA: 4:03 - loss: 221.0419 - logits_profile_predictions_loss: 193.2420 - logcount_predictions_loss: 7.7222 460/2213 [=====>........................] - ETA: 4:02 - loss: 220.9992 - logits_profile_predictions_loss: 193.2329 - logcount_predictions_loss: 7.7129 461/2213 [=====>........................] - ETA: 4:02 - loss: 220.9567 - logits_profile_predictions_loss: 193.2240 - logcount_predictions_loss: 7.7036 462/2213 [=====>........................] - ETA: 4:02 - loss: 220.9144 - logits_profile_predictions_loss: 193.2150 - logcount_predictions_loss: 7.6943 463/2213 [=====>........................] - ETA: 4:02 - loss: 220.8722 - logits_profile_predictions_loss: 193.2060 - logcount_predictions_loss: 7.6851 464/2213 [=====>........................] - ETA: 4:02 - loss: 220.8300 - 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[=====>........................] - ETA: 4:01 - loss: 220.5410 - logits_profile_predictions_loss: 193.1362 - logcount_predictions_loss: 7.6125 472/2213 [=====>........................] - ETA: 4:01 - loss: 220.5006 - logits_profile_predictions_loss: 193.1279 - logcount_predictions_loss: 7.6035 473/2213 [=====>........................] - ETA: 4:01 - loss: 220.4603 - logits_profile_predictions_loss: 193.1196 - logcount_predictions_loss: 7.5946 474/2213 [=====>........................] - ETA: 4:00 - loss: 220.4200 - logits_profile_predictions_loss: 193.1112 - logcount_predictions_loss: 7.5858 475/2213 [=====>........................] - ETA: 4:00 - loss: 220.3801 - logits_profile_predictions_loss: 193.1030 - logcount_predictions_loss: 7.5770 476/2213 [=====>........................] - ETA: 4:00 - loss: 220.3402 - logits_profile_predictions_loss: 193.0948 - logcount_predictions_loss: 7.5682 477/2213 [=====>........................] - ETA: 4:00 - loss: 220.3004 - 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[=====>........................] - ETA: 3:59 - loss: 220.0246 - logits_profile_predictions_loss: 193.0289 - logcount_predictions_loss: 7.4988 485/2213 [=====>........................] - ETA: 3:59 - loss: 219.9857 - logits_profile_predictions_loss: 193.0207 - logcount_predictions_loss: 7.4903 486/2213 [=====>........................] - ETA: 3:59 - loss: 219.9468 - logits_profile_predictions_loss: 193.0126 - logcount_predictions_loss: 7.4817 487/2213 [=====>........................] - ETA: 3:59 - loss: 219.9079 - logits_profile_predictions_loss: 193.0043 - logcount_predictions_loss: 7.4732 488/2213 [=====>........................] - ETA: 3:59 - loss: 219.8691 - logits_profile_predictions_loss: 192.9960 - logcount_predictions_loss: 7.4648 489/2213 [=====>........................] - ETA: 3:58 - loss: 219.8304 - logits_profile_predictions_loss: 192.9877 - logcount_predictions_loss: 7.4563 490/2213 [=====>........................] - ETA: 3:58 - loss: 219.7917 - 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[=====>........................] - ETA: 3:57 - loss: 219.5246 - logits_profile_predictions_loss: 192.9224 - logcount_predictions_loss: 7.3895 498/2213 [=====>........................] - ETA: 3:57 - loss: 219.4869 - logits_profile_predictions_loss: 192.9144 - logcount_predictions_loss: 7.3813 499/2213 [=====>........................] - ETA: 3:57 - loss: 219.4493 - logits_profile_predictions_loss: 192.9063 - logcount_predictions_loss: 7.3730 500/2213 [=====>........................] - ETA: 3:57 - loss: 219.4118 - logits_profile_predictions_loss: 192.8983 - logcount_predictions_loss: 7.3648 501/2213 [=====>........................] - ETA: 3:57 - loss: 219.3743 - logits_profile_predictions_loss: 192.8903 - logcount_predictions_loss: 7.3567 502/2213 [=====>........................] - ETA: 3:57 - loss: 219.3368 - logits_profile_predictions_loss: 192.8822 - logcount_predictions_loss: 7.3485 503/2213 [=====>........................] - ETA: 3:56 - loss: 219.2995 - 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[=====>........................] - ETA: 3:55 - loss: 219.0416 - logits_profile_predictions_loss: 192.8189 - logcount_predictions_loss: 7.2841 511/2213 [=====>........................] - ETA: 3:55 - loss: 219.0051 - logits_profile_predictions_loss: 192.8110 - logcount_predictions_loss: 7.2761 512/2213 [=====>........................] - ETA: 3:55 - loss: 218.9686 - logits_profile_predictions_loss: 192.8031 - logcount_predictions_loss: 7.2682 513/2213 [=====>........................] - ETA: 3:55 - loss: 218.9323 - logits_profile_predictions_loss: 192.7953 - logcount_predictions_loss: 7.2603 514/2213 [=====>........................] - ETA: 3:55 - loss: 218.8961 - logits_profile_predictions_loss: 192.7874 - logcount_predictions_loss: 7.2524 515/2213 [=====>........................] - ETA: 3:55 - loss: 218.8600 - logits_profile_predictions_loss: 192.7796 - logcount_predictions_loss: 7.2445 516/2213 [=====>........................] - ETA: 3:55 - loss: 218.8239 - 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[===>..........................] - ETA: 4:21 - loss: 172.9088 - logits_profile_predictions_loss: 170.9005 - logcount_predictions_loss: 0.5579 332/2213 [===>..........................] - ETA: 4:21 - loss: 172.9090 - logits_profile_predictions_loss: 170.9008 - logcount_predictions_loss: 0.5578 333/2213 [===>..........................] - ETA: 4:21 - loss: 172.9092 - logits_profile_predictions_loss: 170.9011 - logcount_predictions_loss: 0.5578 334/2213 [===>..........................] - ETA: 4:21 - loss: 172.9095 - logits_profile_predictions_loss: 170.9014 - logcount_predictions_loss: 0.5578 335/2213 [===>..........................] - ETA: 4:20 - loss: 172.9097 - logits_profile_predictions_loss: 170.9017 - logcount_predictions_loss: 0.5578 336/2213 [===>..........................] - ETA: 4:20 - loss: 172.9102 - logits_profile_predictions_loss: 170.9023 - logcount_predictions_loss: 0.5578 337/2213 [===>..........................] - ETA: 4:20 - loss: 172.9105 - logits_profile_predictions_loss: 170.9027 - logcount_predictions_loss: 0.5577 338/2213 [===>..........................] - ETA: 4:20 - loss: 172.9110 - logits_profile_predictions_loss: 170.9032 - logcount_predictions_loss: 0.5577 339/2213 [===>..........................] - ETA: 4:20 - loss: 172.9114 - logits_profile_predictions_loss: 170.9037 - logcount_predictions_loss: 0.5577 340/2213 [===>..........................] - ETA: 4:20 - loss: 172.9118 - logits_profile_predictions_loss: 170.9042 - logcount_predictions_loss: 0.5577 341/2213 [===>..........................] - ETA: 4:20 - loss: 172.9120 - logits_profile_predictions_loss: 170.9044 - logcount_predictions_loss: 0.5577 342/2213 [===>..........................] - ETA: 4:19 - loss: 172.9123 - logits_profile_predictions_loss: 170.9048 - logcount_predictions_loss: 0.5576 343/2213 [===>..........................] - ETA: 4:19 - loss: 172.9126 - logits_profile_predictions_loss: 170.9052 - logcount_predictions_loss: 0.5576 344/2213 [===>..........................] - ETA: 4:19 - loss: 172.9132 - logits_profile_predictions_loss: 170.9059 - logcount_predictions_loss: 0.5576 345/2213 [===>..........................] - ETA: 4:19 - loss: 172.9135 - logits_profile_predictions_loss: 170.9063 - logcount_predictions_loss: 0.5576 346/2213 [===>..........................] - ETA: 4:19 - loss: 172.9138 - logits_profile_predictions_loss: 170.9067 - logcount_predictions_loss: 0.5576 347/2213 [===>..........................] - ETA: 4:19 - loss: 172.9142 - logits_profile_predictions_loss: 170.9070 - logcount_predictions_loss: 0.5575 348/2213 [===>..........................] - ETA: 4:19 - loss: 172.9144 - logits_profile_predictions_loss: 170.9074 - logcount_predictions_loss: 0.5575 349/2213 [===>..........................] - ETA: 4:19 - loss: 172.9148 - logits_profile_predictions_loss: 170.9078 - logcount_predictions_loss: 0.5575 350/2213 [===>..........................] - ETA: 4:18 - loss: 172.9153 - logits_profile_predictions_loss: 170.9084 - logcount_predictions_loss: 0.5575 351/2213 [===>..........................] - ETA: 4:18 - loss: 172.9158 - logits_profile_predictions_loss: 170.9090 - logcount_predictions_loss: 0.5575 352/2213 [===>..........................] - ETA: 4:18 - loss: 172.9164 - logits_profile_predictions_loss: 170.9096 - logcount_predictions_loss: 0.5574 353/2213 [===>..........................] - ETA: 4:18 - loss: 172.9172 - logits_profile_predictions_loss: 170.9105 - logcount_predictions_loss: 0.5574 354/2213 [===>..........................] - ETA: 4:18 - loss: 172.9180 - logits_profile_predictions_loss: 170.9113 - logcount_predictions_loss: 0.5574 355/2213 [===>..........................] - ETA: 4:18 - loss: 172.9187 - logits_profile_predictions_loss: 170.9121 - logcount_predictions_loss: 0.5574 356/2213 [===>..........................] - ETA: 4:18 - loss: 172.9193 - logits_profile_predictions_loss: 170.9128 - logcount_predictions_loss: 0.5574 357/2213 [===>..........................] - ETA: 4:17 - loss: 172.9198 - logits_profile_predictions_loss: 170.9134 - logcount_predictions_loss: 0.5573 358/2213 [===>..........................] - ETA: 4:17 - loss: 172.9203 - logits_profile_predictions_loss: 170.9140 - logcount_predictions_loss: 0.5573 359/2213 [===>..........................] - ETA: 4:17 - loss: 172.9208 - logits_profile_predictions_loss: 170.9146 - logcount_predictions_loss: 0.5573 360/2213 [===>..........................] - ETA: 4:17 - loss: 172.9215 - logits_profile_predictions_loss: 170.9153 - logcount_predictions_loss: 0.5573 361/2213 [===>..........................] - ETA: 4:17 - loss: 172.9222 - logits_profile_predictions_loss: 170.9161 - logcount_predictions_loss: 0.5573 362/2213 [===>..........................] - ETA: 4:17 - loss: 172.9231 - logits_profile_predictions_loss: 170.9170 - logcount_predictions_loss: 0.5572 363/2213 [===>..........................] - ETA: 4:17 - loss: 172.9240 - logits_profile_predictions_loss: 170.9180 - logcount_predictions_loss: 0.5572 364/2213 [===>..........................] - ETA: 4:16 - loss: 172.9250 - logits_profile_predictions_loss: 170.9191 - logcount_predictions_loss: 0.5572 365/2213 [===>..........................] - ETA: 4:16 - loss: 172.9259 - logits_profile_predictions_loss: 170.9200 - logcount_predictions_loss: 0.5572 366/2213 [===>..........................] - ETA: 4:16 - loss: 172.9265 - logits_profile_predictions_loss: 170.9207 - logcount_predictions_loss: 0.5572 367/2213 [===>..........................] - ETA: 4:16 - loss: 172.9272 - logits_profile_predictions_loss: 170.9215 - logcount_predictions_loss: 0.5572 368/2213 [===>..........................] - ETA: 4:16 - loss: 172.9280 - logits_profile_predictions_loss: 170.9223 - logcount_predictions_loss: 0.5571 369/2213 [====>.........................] - ETA: 4:16 - loss: 172.9288 - logits_profile_predictions_loss: 170.9231 - logcount_predictions_loss: 0.5571 370/2213 [====>.........................] - ETA: 4:16 - loss: 172.9295 - logits_profile_predictions_loss: 170.9240 - logcount_predictions_loss: 0.5571 371/2213 [====>.........................] - ETA: 4:15 - loss: 172.9303 - logits_profile_predictions_loss: 170.9247 - logcount_predictions_loss: 0.5571 372/2213 [====>.........................] - ETA: 4:15 - loss: 172.9310 - logits_profile_predictions_loss: 170.9256 - logcount_predictions_loss: 0.5571 373/2213 [====>.........................] - ETA: 4:15 - loss: 172.9318 - logits_profile_predictions_loss: 170.9264 - logcount_predictions_loss: 0.5571 374/2213 [====>.........................] - ETA: 4:15 - loss: 172.9324 - logits_profile_predictions_loss: 170.9271 - logcount_predictions_loss: 0.5570 375/2213 [====>.........................] - ETA: 4:15 - loss: 172.9329 - logits_profile_predictions_loss: 170.9276 - logcount_predictions_loss: 0.5570 376/2213 [====>.........................] - ETA: 4:15 - loss: 172.9331 - logits_profile_predictions_loss: 170.9279 - logcount_predictions_loss: 0.5570 377/2213 [====>.........................] - ETA: 4:15 - loss: 172.9333 - logits_profile_predictions_loss: 170.9282 - logcount_predictions_loss: 0.5570 378/2213 [====>.........................] - ETA: 4:14 - loss: 172.9337 - logits_profile_predictions_loss: 170.9286 - logcount_predictions_loss: 0.5570 379/2213 [====>.........................] - ETA: 4:14 - loss: 172.9338 - logits_profile_predictions_loss: 170.9288 - logcount_predictions_loss: 0.5569 380/2213 [====>.........................] - ETA: 4:14 - loss: 172.9340 - logits_profile_predictions_loss: 170.9291 - logcount_predictions_loss: 0.5569 381/2213 [====>.........................] - ETA: 4:14 - loss: 172.9343 - logits_profile_predictions_loss: 170.9294 - logcount_predictions_loss: 0.5569 382/2213 [====>.........................] - ETA: 4:14 - loss: 172.9346 - logits_profile_predictions_loss: 170.9298 - logcount_predictions_loss: 0.5569 383/2213 [====>.........................] - ETA: 4:14 - loss: 172.9351 - logits_profile_predictions_loss: 170.9303 - logcount_predictions_loss: 0.5569 384/2213 [====>.........................] - ETA: 4:14 - loss: 172.9354 - logits_profile_predictions_loss: 170.9307 - logcount_predictions_loss: 0.5569 385/2213 [====>.........................] - ETA: 4:14 - loss: 172.9359 - logits_profile_predictions_loss: 170.9312 - logcount_predictions_loss: 0.5569 386/2213 [====>.........................] - ETA: 4:13 - loss: 172.9365 - logits_profile_predictions_loss: 170.9319 - logcount_predictions_loss: 0.5568 387/2213 [====>.........................] - ETA: 4:13 - loss: 172.9371 - logits_profile_predictions_loss: 170.9325 - logcount_predictions_loss: 0.5568 388/2213 [====>.........................] - ETA: 4:13 - loss: 172.9378 - logits_profile_predictions_loss: 170.9333 - logcount_predictions_loss: 0.5568 389/2213 [====>.........................] - ETA: 4:13 - loss: 172.9385 - logits_profile_predictions_loss: 170.9341 - logcount_predictions_loss: 0.5568 390/2213 [====>.........................] - ETA: 4:13 - loss: 172.9395 - logits_profile_predictions_loss: 170.9351 - logcount_predictions_loss: 0.5568 391/2213 [====>.........................] - ETA: 4:13 - loss: 172.9403 - logits_profile_predictions_loss: 170.9360 - logcount_predictions_loss: 0.5568 392/2213 [====>.........................] - ETA: 4:13 - loss: 172.9412 - logits_profile_predictions_loss: 170.9369 - logcount_predictions_loss: 0.5568 393/2213 [====>.........................] - ETA: 4:12 - loss: 172.9420 - logits_profile_predictions_loss: 170.9377 - logcount_predictions_loss: 0.5567 394/2213 [====>.........................] - ETA: 4:12 - loss: 172.9430 - logits_profile_predictions_loss: 170.9387 - logcount_predictions_loss: 0.5567 395/2213 [====>.........................] - ETA: 4:12 - loss: 172.9439 - logits_profile_predictions_loss: 170.9398 - logcount_predictions_loss: 0.5567 396/2213 [====>.........................] - ETA: 4:12 - loss: 172.9448 - logits_profile_predictions_loss: 170.9407 - logcount_predictions_loss: 0.5567 397/2213 [====>.........................] - ETA: 4:12 - loss: 172.9459 - logits_profile_predictions_loss: 170.9419 - logcount_predictions_loss: 0.5567 398/2213 [====>.........................] - ETA: 4:12 - loss: 172.9470 - logits_profile_predictions_loss: 170.9430 - logcount_predictions_loss: 0.5567 399/2213 [====>.........................] - ETA: 4:12 - loss: 172.9482 - logits_profile_predictions_loss: 170.9442 - logcount_predictions_loss: 0.5567 400/2213 [====>.........................] - ETA: 4:11 - loss: 172.9492 - logits_profile_predictions_loss: 170.9453 - logcount_predictions_loss: 0.5567 401/2213 [====>.........................] - ETA: 4:11 - loss: 172.9502 - logits_profile_predictions_loss: 170.9463 - logcount_predictions_loss: 0.5566 402/2213 [====>.........................] - ETA: 4:11 - loss: 172.9513 - logits_profile_predictions_loss: 170.9474 - logcount_predictions_loss: 0.5566 403/2213 [====>.........................] - ETA: 4:11 - loss: 172.9522 - logits_profile_predictions_loss: 170.9484 - logcount_predictions_loss: 0.5566 404/2213 [====>.........................] - ETA: 4:11 - loss: 172.9532 - logits_profile_predictions_loss: 170.9494 - logcount_predictions_loss: 0.5566 405/2213 [====>.........................] - ETA: 4:11 - loss: 172.9540 - logits_profile_predictions_loss: 170.9503 - logcount_predictions_loss: 0.5566 406/2213 [====>.........................] - ETA: 4:11 - loss: 172.9547 - logits_profile_predictions_loss: 170.9511 - logcount_predictions_loss: 0.5566 407/2213 [====>.........................] - ETA: 4:10 - loss: 172.9554 - logits_profile_predictions_loss: 170.9517 - logcount_predictions_loss: 0.5566 408/2213 [====>.........................] - ETA: 4:10 - loss: 172.9560 - logits_profile_predictions_loss: 170.9524 - logcount_predictions_loss: 0.5566 409/2213 [====>.........................] - ETA: 4:10 - loss: 172.9568 - logits_profile_predictions_loss: 170.9533 - logcount_predictions_loss: 0.5565 410/2213 [====>.........................] - ETA: 4:10 - loss: 172.9576 - logits_profile_predictions_loss: 170.9542 - logcount_predictions_loss: 0.5565 411/2213 [====>.........................] - ETA: 4:10 - loss: 172.9584 - logits_profile_predictions_loss: 170.9550 - logcount_predictions_loss: 0.5565 412/2213 [====>.........................] - ETA: 4:10 - loss: 172.9592 - logits_profile_predictions_loss: 170.9558 - logcount_predictions_loss: 0.5565 413/2213 [====>.........................] - ETA: 4:10 - loss: 172.9601 - logits_profile_predictions_loss: 170.9568 - logcount_predictions_loss: 0.5565 414/2213 [====>.........................] - ETA: 4:09 - loss: 172.9610 - logits_profile_predictions_loss: 170.9577 - logcount_predictions_loss: 0.5565 415/2213 [====>.........................] - ETA: 4:09 - loss: 172.9619 - logits_profile_predictions_loss: 170.9586 - logcount_predictions_loss: 0.5565 416/2213 [====>.........................] - ETA: 4:09 - loss: 172.9627 - logits_profile_predictions_loss: 170.9596 - logcount_predictions_loss: 0.5564 417/2213 [====>.........................] - ETA: 4:09 - loss: 172.9636 - logits_profile_predictions_loss: 170.9604 - logcount_predictions_loss: 0.5564 418/2213 [====>.........................] - ETA: 4:09 - loss: 172.9645 - logits_profile_predictions_loss: 170.9614 - logcount_predictions_loss: 0.5564 419/2213 [====>.........................] - ETA: 4:09 - loss: 172.9654 - logits_profile_predictions_loss: 170.9623 - logcount_predictions_loss: 0.5564 420/2213 [====>.........................] - ETA: 4:09 - loss: 172.9662 - logits_profile_predictions_loss: 170.9632 - logcount_predictions_loss: 0.5564 421/2213 [====>.........................] - ETA: 4:09 - loss: 172.9672 - logits_profile_predictions_loss: 170.9642 - logcount_predictions_loss: 0.5564 422/2213 [====>.........................] - ETA: 4:08 - loss: 172.9683 - logits_profile_predictions_loss: 170.9654 - logcount_predictions_loss: 0.5564 423/2213 [====>.........................] - ETA: 4:08 - loss: 172.9694 - logits_profile_predictions_loss: 170.9665 - logcount_predictions_loss: 0.5564 424/2213 [====>.........................] - ETA: 4:08 - loss: 172.9705 - logits_profile_predictions_loss: 170.9676 - logcount_predictions_loss: 0.5563 425/2213 [====>.........................] - ETA: 4:08 - loss: 172.9714 - logits_profile_predictions_loss: 170.9686 - logcount_predictions_loss: 0.5563 426/2213 [====>.........................] - ETA: 4:08 - loss: 172.9725 - logits_profile_predictions_loss: 170.9698 - logcount_predictions_loss: 0.5563 427/2213 [====>.........................] - ETA: 4:08 - loss: 172.9735 - logits_profile_predictions_loss: 170.9709 - logcount_predictions_loss: 0.5563 428/2213 [====>.........................] - ETA: 4:08 - loss: 172.9744 - logits_profile_predictions_loss: 170.9718 - logcount_predictions_loss: 0.5563 429/2213 [====>.........................] - ETA: 4:07 - loss: 172.9754 - logits_profile_predictions_loss: 170.9728 - logcount_predictions_loss: 0.5563 430/2213 [====>.........................] - ETA: 4:07 - loss: 172.9763 - logits_profile_predictions_loss: 170.9738 - logcount_predictions_loss: 0.5563 431/2213 [====>.........................] - ETA: 4:07 - loss: 172.9771 - logits_profile_predictions_loss: 170.9746 - logcount_predictions_loss: 0.5562 432/2213 [====>.........................] - ETA: 4:07 - loss: 172.9779 - logits_profile_predictions_loss: 170.9755 - logcount_predictions_loss: 0.5562 433/2213 [====>.........................] - ETA: 4:07 - loss: 172.9788 - logits_profile_predictions_loss: 170.9764 - logcount_predictions_loss: 0.5562 434/2213 [====>.........................] - ETA: 4:07 - loss: 172.9797 - logits_profile_predictions_loss: 170.9774 - logcount_predictions_loss: 0.5562 435/2213 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[..............................] - ETA: 5:07 - loss: 183.3137 - logits_profile_predictions_loss: 181.2174 - logcount_predictions_loss: 0.5823 12/2213 [..............................] - ETA: 5:07 - loss: 182.7888 - logits_profile_predictions_loss: 180.7007 - logcount_predictions_loss: 0.5800 13/2213 [..............................] - ETA: 5:06 - loss: 182.2554 - logits_profile_predictions_loss: 180.1764 - logcount_predictions_loss: 0.5775 14/2213 [..............................] - ETA: 5:06 - loss: 181.7663 - logits_profile_predictions_loss: 179.6996 - logcount_predictions_loss: 0.5741 15/2213 [..............................] - ETA: 5:06 - loss: 181.3204 - logits_profile_predictions_loss: 179.2654 - logcount_predictions_loss: 0.5708 16/2213 [..............................] - ETA: 5:06 - loss: 180.9594 - logits_profile_predictions_loss: 178.9165 - logcount_predictions_loss: 0.5675 17/2213 [..............................] - ETA: 5:06 - loss: 180.5318 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:10 - loss: 170.9365 - logits_profile_predictions_loss: 169.3125 - logcount_predictions_loss: 0.4511 410/2213 [====>.........................] - ETA: 4:10 - loss: 170.9341 - logits_profile_predictions_loss: 169.3101 - logcount_predictions_loss: 0.4511 411/2213 [====>.........................] - ETA: 4:10 - loss: 170.9317 - logits_profile_predictions_loss: 169.3078 - logcount_predictions_loss: 0.4511 412/2213 [====>.........................] - ETA: 4:10 - loss: 170.9294 - logits_profile_predictions_loss: 169.3056 - logcount_predictions_loss: 0.4511 413/2213 [====>.........................] - ETA: 4:10 - loss: 170.9271 - logits_profile_predictions_loss: 169.3033 - logcount_predictions_loss: 0.4511 414/2213 [====>.........................] - ETA: 4:10 - loss: 170.9247 - logits_profile_predictions_loss: 169.3010 - logcount_predictions_loss: 0.4510 415/2213 [====>.........................] - ETA: 4:09 - loss: 170.9223 - 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[===>..........................] - ETA: 4:17 - loss: 168.8992 - logits_profile_predictions_loss: 167.3554 - logcount_predictions_loss: 0.4288 355/2213 [===>..........................] - ETA: 4:17 - loss: 168.8989 - logits_profile_predictions_loss: 167.3551 - logcount_predictions_loss: 0.4288 356/2213 [===>..........................] - ETA: 4:17 - loss: 168.8988 - logits_profile_predictions_loss: 167.3549 - logcount_predictions_loss: 0.4288 357/2213 [===>..........................] - ETA: 4:17 - loss: 168.8987 - logits_profile_predictions_loss: 167.3549 - logcount_predictions_loss: 0.4288 358/2213 [===>..........................] - ETA: 4:16 - loss: 168.8986 - logits_profile_predictions_loss: 167.3548 - logcount_predictions_loss: 0.4288 359/2213 [===>..........................] - ETA: 4:16 - loss: 168.8985 - logits_profile_predictions_loss: 167.3546 - logcount_predictions_loss: 0.4288 360/2213 [===>..........................] - ETA: 4:16 - loss: 168.8984 - 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[===>..........................] - ETA: 4:15 - loss: 168.8975 - logits_profile_predictions_loss: 167.3537 - logcount_predictions_loss: 0.4288 368/2213 [===>..........................] - ETA: 4:15 - loss: 168.8975 - logits_profile_predictions_loss: 167.3537 - logcount_predictions_loss: 0.4288 369/2213 [====>.........................] - ETA: 4:15 - loss: 168.8977 - logits_profile_predictions_loss: 167.3539 - logcount_predictions_loss: 0.4288 370/2213 [====>.........................] - ETA: 4:15 - loss: 168.8979 - logits_profile_predictions_loss: 167.3541 - logcount_predictions_loss: 0.4288 371/2213 [====>.........................] - ETA: 4:15 - loss: 168.8980 - logits_profile_predictions_loss: 167.3542 - logcount_predictions_loss: 0.4288 372/2213 [====>.........................] - ETA: 4:15 - loss: 168.8982 - logits_profile_predictions_loss: 167.3544 - logcount_predictions_loss: 0.4288 373/2213 [====>.........................] - ETA: 4:14 - loss: 168.8983 - logits_profile_predictions_loss: 167.3545 - logcount_predictions_loss: 0.4288 374/2213 [====>.........................] - ETA: 4:14 - loss: 168.8985 - logits_profile_predictions_loss: 167.3547 - logcount_predictions_loss: 0.4288 375/2213 [====>.........................] - ETA: 4:14 - loss: 168.8987 - logits_profile_predictions_loss: 167.3548 - logcount_predictions_loss: 0.4288 376/2213 [====>.........................] - ETA: 4:14 - loss: 168.8989 - logits_profile_predictions_loss: 167.3551 - logcount_predictions_loss: 0.4288 377/2213 [====>.........................] - ETA: 4:14 - loss: 168.8993 - logits_profile_predictions_loss: 167.3555 - logcount_predictions_loss: 0.4288 378/2213 [====>.........................] - ETA: 4:14 - loss: 168.8997 - logits_profile_predictions_loss: 167.3559 - logcount_predictions_loss: 0.4288 379/2213 [====>.........................] - ETA: 4:14 - loss: 168.9001 - logits_profile_predictions_loss: 167.3564 - logcount_predictions_loss: 0.4288 380/2213 [====>.........................] - ETA: 4:13 - loss: 168.9006 - logits_profile_predictions_loss: 167.3569 - logcount_predictions_loss: 0.4288 381/2213 [====>.........................] - ETA: 4:13 - loss: 168.9011 - logits_profile_predictions_loss: 167.3573 - logcount_predictions_loss: 0.4288 382/2213 [====>.........................] - ETA: 4:13 - loss: 168.9017 - logits_profile_predictions_loss: 167.3580 - logcount_predictions_loss: 0.4288 383/2213 [====>.........................] - ETA: 4:13 - loss: 168.9024 - logits_profile_predictions_loss: 167.3586 - logcount_predictions_loss: 0.4288 384/2213 [====>.........................] - ETA: 4:13 - loss: 168.9030 - logits_profile_predictions_loss: 167.3593 - logcount_predictions_loss: 0.4288 385/2213 [====>.........................] - ETA: 4:13 - loss: 168.9038 - logits_profile_predictions_loss: 167.3600 - logcount_predictions_loss: 0.4288 386/2213 [====>.........................] - ETA: 4:13 - loss: 168.9046 - logits_profile_predictions_loss: 167.3608 - logcount_predictions_loss: 0.4288 387/2213 [====>.........................] - ETA: 4:12 - loss: 168.9055 - logits_profile_predictions_loss: 167.3618 - logcount_predictions_loss: 0.4288 388/2213 [====>.........................] - ETA: 4:12 - loss: 168.9064 - logits_profile_predictions_loss: 167.3627 - logcount_predictions_loss: 0.4288 389/2213 [====>.........................] - ETA: 4:12 - loss: 168.9072 - logits_profile_predictions_loss: 167.3635 - logcount_predictions_loss: 0.4288 390/2213 [====>.........................] - ETA: 4:12 - loss: 168.9079 - logits_profile_predictions_loss: 167.3642 - logcount_predictions_loss: 0.4288 391/2213 [====>.........................] - ETA: 4:12 - loss: 168.9086 - logits_profile_predictions_loss: 167.3649 - logcount_predictions_loss: 0.4288 392/2213 [====>.........................] - ETA: 4:12 - loss: 168.9093 - logits_profile_predictions_loss: 167.3656 - logcount_predictions_loss: 0.4288 393/2213 [====>.........................] - ETA: 4:12 - loss: 168.9100 - logits_profile_predictions_loss: 167.3663 - logcount_predictions_loss: 0.4288 394/2213 [====>.........................] - ETA: 4:11 - loss: 168.9107 - logits_profile_predictions_loss: 167.3671 - logcount_predictions_loss: 0.4288 395/2213 [====>.........................] - ETA: 4:11 - loss: 168.9115 - logits_profile_predictions_loss: 167.3678 - logcount_predictions_loss: 0.4288 396/2213 [====>.........................] - ETA: 4:11 - loss: 168.9121 - logits_profile_predictions_loss: 167.3684 - logcount_predictions_loss: 0.4288 397/2213 [====>.........................] - ETA: 4:11 - loss: 168.9126 - logits_profile_predictions_loss: 167.3690 - logcount_predictions_loss: 0.4288 398/2213 [====>.........................] - ETA: 4:11 - loss: 168.9131 - logits_profile_predictions_loss: 167.3695 - logcount_predictions_loss: 0.4288 399/2213 [====>.........................] - ETA: 4:11 - loss: 168.9135 - 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[====>.........................] - ETA: 4:10 - loss: 168.9145 - logits_profile_predictions_loss: 167.3711 - logcount_predictions_loss: 0.4287 407/2213 [====>.........................] - ETA: 4:10 - loss: 168.9145 - logits_profile_predictions_loss: 167.3711 - logcount_predictions_loss: 0.4287 408/2213 [====>.........................] - ETA: 4:10 - loss: 168.9144 - logits_profile_predictions_loss: 167.3710 - logcount_predictions_loss: 0.4287 409/2213 [====>.........................] - ETA: 4:09 - loss: 168.9142 - logits_profile_predictions_loss: 167.3708 - logcount_predictions_loss: 0.4287 410/2213 [====>.........................] - ETA: 4:09 - loss: 168.9140 - logits_profile_predictions_loss: 167.3706 - logcount_predictions_loss: 0.4287 411/2213 [====>.........................] - ETA: 4:09 - loss: 168.9137 - logits_profile_predictions_loss: 167.3704 - logcount_predictions_loss: 0.4287 412/2213 [====>.........................] - ETA: 4:09 - loss: 168.9134 - 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[====>.........................] - ETA: 4:08 - loss: 168.9124 - logits_profile_predictions_loss: 167.3693 - logcount_predictions_loss: 0.4286 420/2213 [====>.........................] - ETA: 4:08 - loss: 168.9124 - logits_profile_predictions_loss: 167.3692 - logcount_predictions_loss: 0.4286 421/2213 [====>.........................] - ETA: 4:08 - loss: 168.9121 - logits_profile_predictions_loss: 167.3689 - logcount_predictions_loss: 0.4286 422/2213 [====>.........................] - ETA: 4:08 - loss: 168.9118 - logits_profile_predictions_loss: 167.3687 - logcount_predictions_loss: 0.4286 423/2213 [====>.........................] - ETA: 4:07 - loss: 168.9115 - logits_profile_predictions_loss: 167.3685 - logcount_predictions_loss: 0.4286 424/2213 [====>.........................] - ETA: 4:07 - loss: 168.9114 - logits_profile_predictions_loss: 167.3683 - logcount_predictions_loss: 0.4286 425/2213 [====>.........................] - ETA: 4:07 - loss: 168.9112 - 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[====>.........................] - ETA: 4:06 - loss: 168.9122 - logits_profile_predictions_loss: 167.3693 - logcount_predictions_loss: 0.4286 433/2213 [====>.........................] - ETA: 4:06 - loss: 168.9125 - logits_profile_predictions_loss: 167.3696 - logcount_predictions_loss: 0.4286 434/2213 [====>.........................] - ETA: 4:06 - loss: 168.9128 - logits_profile_predictions_loss: 167.3699 - logcount_predictions_loss: 0.4286 435/2213 [====>.........................] - ETA: 4:06 - loss: 168.9131 - logits_profile_predictions_loss: 167.3702 - logcount_predictions_loss: 0.4286 436/2213 [====>.........................] - ETA: 4:06 - loss: 168.9133 - logits_profile_predictions_loss: 167.3705 - logcount_predictions_loss: 0.4286 437/2213 [====>.........................] - ETA: 4:06 - loss: 168.9137 - logits_profile_predictions_loss: 167.3709 - logcount_predictions_loss: 0.4285 438/2213 [====>.........................] - ETA: 4:05 - loss: 168.9142 - 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[=====>........................] - ETA: 4:04 - loss: 168.9174 - logits_profile_predictions_loss: 167.3747 - logcount_predictions_loss: 0.4285 446/2213 [=====>........................] - ETA: 4:04 - loss: 168.9179 - logits_profile_predictions_loss: 167.3752 - logcount_predictions_loss: 0.4285 447/2213 [=====>........................] - ETA: 4:04 - loss: 168.9184 - logits_profile_predictions_loss: 167.3757 - logcount_predictions_loss: 0.4285 448/2213 [=====>........................] - ETA: 4:04 - loss: 168.9189 - logits_profile_predictions_loss: 167.3762 - logcount_predictions_loss: 0.4285 449/2213 [=====>........................] - ETA: 4:04 - loss: 168.9195 - logits_profile_predictions_loss: 167.3768 - logcount_predictions_loss: 0.4285 450/2213 [=====>........................] - ETA: 4:04 - loss: 168.9200 - logits_profile_predictions_loss: 167.3774 - logcount_predictions_loss: 0.4285 451/2213 [=====>........................] - ETA: 4:04 - loss: 168.9207 - logits_profile_predictions_loss: 167.3781 - logcount_predictions_loss: 0.4285 452/2213 [=====>........................] - ETA: 4:03 - loss: 168.9214 - logits_profile_predictions_loss: 167.3787 - logcount_predictions_loss: 0.4285 453/2213 [=====>........................] - ETA: 4:03 - loss: 168.9220 - logits_profile_predictions_loss: 167.3793 - logcount_predictions_loss: 0.4285 454/2213 [=====>........................] - ETA: 4:03 - loss: 168.9225 - logits_profile_predictions_loss: 167.3798 - logcount_predictions_loss: 0.4285 455/2213 [=====>........................] - ETA: 4:03 - loss: 168.9229 - logits_profile_predictions_loss: 167.3803 - logcount_predictions_loss: 0.4285 456/2213 [=====>........................] - ETA: 4:03 - loss: 168.9236 - logits_profile_predictions_loss: 167.3809 - logcount_predictions_loss: 0.4285 457/2213 [=====>........................] - ETA: 4:03 - loss: 168.9242 - logits_profile_predictions_loss: 167.3816 - logcount_predictions_loss: 0.4285 458/2213 [=====>........................] - ETA: 4:03 - loss: 168.9248 - logits_profile_predictions_loss: 167.3822 - logcount_predictions_loss: 0.4285 459/2213 [=====>........................] - ETA: 4:03 - loss: 168.9254 - logits_profile_predictions_loss: 167.3828 - logcount_predictions_loss: 0.4285 460/2213 [=====>........................] - ETA: 4:02 - loss: 168.9260 - logits_profile_predictions_loss: 167.3834 - logcount_predictions_loss: 0.4285 461/2213 [=====>........................] - ETA: 4:02 - loss: 168.9267 - logits_profile_predictions_loss: 167.3841 - logcount_predictions_loss: 0.4285 462/2213 [=====>........................] - ETA: 4:02 - loss: 168.9273 - logits_profile_predictions_loss: 167.3847 - logcount_predictions_loss: 0.4285 463/2213 [=====>........................] - ETA: 4:02 - loss: 168.9278 - logits_profile_predictions_loss: 167.3852 - logcount_predictions_loss: 0.4285 464/2213 [=====>........................] - ETA: 4:02 - loss: 168.9283 - 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[=====>........................] - ETA: 4:01 - loss: 168.9311 - logits_profile_predictions_loss: 167.3886 - logcount_predictions_loss: 0.4285 472/2213 [=====>........................] - ETA: 4:01 - loss: 168.9315 - logits_profile_predictions_loss: 167.3890 - logcount_predictions_loss: 0.4285 473/2213 [=====>........................] - ETA: 4:01 - loss: 168.9318 - logits_profile_predictions_loss: 167.3893 - logcount_predictions_loss: 0.4285 474/2213 [=====>........................] - ETA: 4:00 - loss: 168.9322 - logits_profile_predictions_loss: 167.3896 - logcount_predictions_loss: 0.4285 475/2213 [=====>........................] - ETA: 4:00 - loss: 168.9325 - logits_profile_predictions_loss: 167.3900 - logcount_predictions_loss: 0.4285 476/2213 [=====>........................] - ETA: 4:00 - loss: 168.9329 - logits_profile_predictions_loss: 167.3904 - logcount_predictions_loss: 0.4285 477/2213 [=====>........................] - ETA: 4:00 - loss: 168.9332 - 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146ms/step - loss: 168.8063 - logits_profile_predictions_loss: 167.2634 - logcount_predictions_loss: 0.4286 - val_loss: 186.9415 - val_logits_profile_predictions_loss: 185.1602 - val_logcount_predictions_loss: 0.4948 + +Epoch 00005: val_loss improved from 187.52148 to 186.94151, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 6/50 + 1/2213 [..............................] - ETA: 6:08 - loss: 150.2285 - logits_profile_predictions_loss: 148.7919 - logcount_predictions_loss: 0.3990 2/2213 [..............................] - ETA: 5:10 - loss: 159.4251 - logits_profile_predictions_loss: 157.8477 - logcount_predictions_loss: 0.4382 3/2213 [..............................] - ETA: 5:08 - loss: 162.0577 - logits_profile_predictions_loss: 160.4693 - logcount_predictions_loss: 0.4412 4/2213 [..............................] - ETA: 5:07 - loss: 162.7255 - logits_profile_predictions_loss: 161.1097 - 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[..............................] - ETA: 5:04 - loss: 165.2680 - logits_profile_predictions_loss: 163.7269 - logcount_predictions_loss: 0.4281 19/2213 [..............................] - ETA: 5:04 - loss: 165.3361 - logits_profile_predictions_loss: 163.7986 - logcount_predictions_loss: 0.4271 20/2213 [..............................] - ETA: 5:03 - loss: 165.4144 - logits_profile_predictions_loss: 163.8799 - logcount_predictions_loss: 0.4262 21/2213 [..............................] - ETA: 5:03 - loss: 165.5195 - logits_profile_predictions_loss: 163.9860 - logcount_predictions_loss: 0.4260 22/2213 [..............................] - ETA: 5:03 - loss: 165.5844 - logits_profile_predictions_loss: 164.0523 - logcount_predictions_loss: 0.4256 23/2213 [..............................] - ETA: 5:03 - loss: 165.6347 - logits_profile_predictions_loss: 164.1028 - logcount_predictions_loss: 0.4255 24/2213 [..............................] - ETA: 5:03 - loss: 165.6640 - logits_profile_predictions_loss: 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[..............................] - ETA: 4:59 - loss: 167.9244 - logits_profile_predictions_loss: 166.4184 - logcount_predictions_loss: 0.4183 52/2213 [..............................] - ETA: 4:59 - loss: 167.9698 - logits_profile_predictions_loss: 166.4647 - logcount_predictions_loss: 0.4181 53/2213 [..............................] - ETA: 4:59 - loss: 168.0173 - logits_profile_predictions_loss: 166.5132 - logcount_predictions_loss: 0.4178 54/2213 [..............................] - ETA: 4:59 - loss: 168.0598 - logits_profile_predictions_loss: 166.5566 - logcount_predictions_loss: 0.4175 55/2213 [..............................] - ETA: 4:59 - loss: 168.1133 - logits_profile_predictions_loss: 166.6109 - logcount_predictions_loss: 0.4173 56/2213 [..............................] - ETA: 4:59 - loss: 168.1748 - logits_profile_predictions_loss: 166.6729 - logcount_predictions_loss: 0.4172 57/2213 [..............................] - ETA: 4:58 - loss: 168.2396 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 4:10 - loss: 168.9453 - logits_profile_predictions_loss: 167.4696 - logcount_predictions_loss: 0.4099 404/2213 [====>.........................] - ETA: 4:10 - loss: 168.9433 - logits_profile_predictions_loss: 167.4677 - logcount_predictions_loss: 0.4099 405/2213 [====>.........................] - ETA: 4:10 - loss: 168.9414 - logits_profile_predictions_loss: 167.4658 - logcount_predictions_loss: 0.4099 406/2213 [====>.........................] - ETA: 4:10 - loss: 168.9395 - logits_profile_predictions_loss: 167.4639 - logcount_predictions_loss: 0.4099 407/2213 [====>.........................] - ETA: 4:10 - loss: 168.9376 - logits_profile_predictions_loss: 167.4621 - logcount_predictions_loss: 0.4099 408/2213 [====>.........................] - ETA: 4:10 - loss: 168.9357 - logits_profile_predictions_loss: 167.4602 - logcount_predictions_loss: 0.4099 409/2213 [====>.........................] - ETA: 4:09 - loss: 168.9340 - 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[====>.........................] - ETA: 4:08 - loss: 168.9212 - logits_profile_predictions_loss: 167.4459 - logcount_predictions_loss: 0.4098 417/2213 [====>.........................] - ETA: 4:08 - loss: 168.9192 - logits_profile_predictions_loss: 167.4439 - logcount_predictions_loss: 0.4098 418/2213 [====>.........................] - ETA: 4:08 - loss: 168.9172 - logits_profile_predictions_loss: 167.4420 - logcount_predictions_loss: 0.4098 419/2213 [====>.........................] - ETA: 4:08 - loss: 168.9153 - logits_profile_predictions_loss: 167.4401 - logcount_predictions_loss: 0.4098 420/2213 [====>.........................] - ETA: 4:08 - loss: 168.9134 - logits_profile_predictions_loss: 167.4382 - logcount_predictions_loss: 0.4098 421/2213 [====>.........................] - ETA: 4:08 - loss: 168.9114 - logits_profile_predictions_loss: 167.4362 - logcount_predictions_loss: 0.4098 422/2213 [====>.........................] - ETA: 4:08 - loss: 168.9093 - 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[====>.........................] - ETA: 4:05 - loss: 168.8624 - logits_profile_predictions_loss: 167.3879 - logcount_predictions_loss: 0.4096 443/2213 [=====>........................] - ETA: 4:05 - loss: 168.8599 - logits_profile_predictions_loss: 167.3855 - logcount_predictions_loss: 0.4096 444/2213 [=====>........................] - ETA: 4:05 - loss: 168.8575 - logits_profile_predictions_loss: 167.3831 - logcount_predictions_loss: 0.4096 445/2213 [=====>........................] - ETA: 4:04 - loss: 168.8550 - logits_profile_predictions_loss: 167.3807 - logcount_predictions_loss: 0.4096 446/2213 [=====>........................] - ETA: 4:04 - loss: 168.8525 - logits_profile_predictions_loss: 167.3782 - logcount_predictions_loss: 0.4095 447/2213 [=====>........................] - ETA: 4:04 - loss: 168.8500 - logits_profile_predictions_loss: 167.3757 - logcount_predictions_loss: 0.4095 448/2213 [=====>........................] - ETA: 4:04 - loss: 168.8474 - 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[=====>........................] - ETA: 4:01 - loss: 168.8045 - logits_profile_predictions_loss: 167.3309 - logcount_predictions_loss: 0.4093 469/2213 [=====>........................] - ETA: 4:01 - loss: 168.8024 - logits_profile_predictions_loss: 167.3288 - logcount_predictions_loss: 0.4093 470/2213 [=====>........................] - ETA: 4:01 - loss: 168.8001 - logits_profile_predictions_loss: 167.3266 - logcount_predictions_loss: 0.4093 471/2213 [=====>........................] - ETA: 4:01 - loss: 168.7980 - logits_profile_predictions_loss: 167.3245 - logcount_predictions_loss: 0.4093 472/2213 [=====>........................] - ETA: 4:01 - loss: 168.7958 - logits_profile_predictions_loss: 167.3223 - logcount_predictions_loss: 0.4093 473/2213 [=====>........................] - ETA: 4:01 - loss: 168.7936 - logits_profile_predictions_loss: 167.3201 - logcount_predictions_loss: 0.4093 474/2213 [=====>........................] - ETA: 4:00 - loss: 168.7914 - 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logits_profile_predictions_loss: 166.6347 - logcount_predictions_loss: 0.4091 2205/2213 [============================>.] - ETA: 1s - loss: 168.1071 - logits_profile_predictions_loss: 166.6345 - logcount_predictions_loss: 0.4091 2206/2213 [============================>.] - ETA: 0s - loss: 168.1070 - logits_profile_predictions_loss: 166.6344 - logcount_predictions_loss: 0.4091 2207/2213 [============================>.] - ETA: 0s - loss: 168.1069 - logits_profile_predictions_loss: 166.6343 - logcount_predictions_loss: 0.4091 2208/2213 [============================>.] - ETA: 0s - loss: 168.1067 - logits_profile_predictions_loss: 166.6342 - logcount_predictions_loss: 0.4091 2209/2213 [============================>.] - ETA: 0s - loss: 168.1066 - logits_profile_predictions_loss: 166.6340 - logcount_predictions_loss: 0.4091 2210/2213 [============================>.] - ETA: 0s - loss: 168.1065 - logits_profile_predictions_loss: 166.6339 - logcount_predictions_loss: 0.4091 2211/2213 [============================>.] - ETA: 0s - loss: 168.1063 - logits_profile_predictions_loss: 166.6338 - logcount_predictions_loss: 0.4091 2212/2213 [============================>.] - ETA: 0s - loss: 168.1062 - logits_profile_predictions_loss: 166.6336 - logcount_predictions_loss: 0.4091 2213/2213 [==============================] - ETA: 0s - loss: 168.1061 - logits_profile_predictions_loss: 166.6335 - logcount_predictions_loss: 0.4091 2213/2213 [==============================] - 325s 147ms/step - loss: 168.1059 - logits_profile_predictions_loss: 166.6334 - logcount_predictions_loss: 0.4091 - val_loss: 187.4781 - val_logits_profile_predictions_loss: 185.7475 - val_logcount_predictions_loss: 0.4807 + +Epoch 00006: val_loss did not improve from 186.94151 +Epoch 7/50 + 1/2213 [..............................] - ETA: 6:20 - loss: 205.6197 - logits_profile_predictions_loss: 204.1076 - logcount_predictions_loss: 0.4200 2/2213 [..............................] - ETA: 5:32 - loss: 200.9049 - logits_profile_predictions_loss: 199.4300 - logcount_predictions_loss: 0.4097 3/2213 [..............................] - ETA: 5:18 - loss: 197.8523 - logits_profile_predictions_loss: 196.3429 - logcount_predictions_loss: 0.4193 4/2213 [..............................] - ETA: 5:14 - loss: 194.9781 - logits_profile_predictions_loss: 193.4588 - logcount_predictions_loss: 0.4220 5/2213 [..............................] - ETA: 5:12 - loss: 192.2901 - logits_profile_predictions_loss: 190.7873 - logcount_predictions_loss: 0.4175 6/2213 [..............................] - ETA: 5:11 - loss: 189.1689 - logits_profile_predictions_loss: 187.6876 - logcount_predictions_loss: 0.4115 7/2213 [..............................] - ETA: 5:10 - loss: 186.7896 - logits_profile_predictions_loss: 185.3232 - logcount_predictions_loss: 0.4073 8/2213 [..............................] - ETA: 5:09 - loss: 184.7667 - logits_profile_predictions_loss: 183.3123 - logcount_predictions_loss: 0.4040 9/2213 [..............................] - ETA: 5:08 - loss: 183.2577 - logits_profile_predictions_loss: 181.8153 - logcount_predictions_loss: 0.4007 10/2213 [..............................] - ETA: 5:08 - loss: 182.0866 - logits_profile_predictions_loss: 180.6545 - logcount_predictions_loss: 0.3978 11/2213 [..............................] - ETA: 5:08 - loss: 180.8730 - logits_profile_predictions_loss: 179.4494 - logcount_predictions_loss: 0.3955 12/2213 [..............................] - ETA: 5:07 - loss: 179.9656 - logits_profile_predictions_loss: 178.5472 - logcount_predictions_loss: 0.3940 13/2213 [..............................] - ETA: 5:07 - loss: 179.1864 - logits_profile_predictions_loss: 177.7717 - logcount_predictions_loss: 0.3930 14/2213 [..............................] - ETA: 5:07 - loss: 178.5618 - logits_profile_predictions_loss: 177.1497 - logcount_predictions_loss: 0.3922 15/2213 [..............................] - ETA: 5:07 - loss: 178.0175 - logits_profile_predictions_loss: 176.6053 - logcount_predictions_loss: 0.3923 16/2213 [..............................] - ETA: 5:06 - loss: 177.5462 - logits_profile_predictions_loss: 176.1331 - logcount_predictions_loss: 0.3925 17/2213 [..............................] - ETA: 5:06 - loss: 177.1123 - logits_profile_predictions_loss: 175.6988 - logcount_predictions_loss: 0.3926 18/2213 [..............................] - ETA: 5:06 - loss: 176.7183 - logits_profile_predictions_loss: 175.3035 - logcount_predictions_loss: 0.3930 19/2213 [..............................] - ETA: 5:06 - loss: 176.4174 - logits_profile_predictions_loss: 175.0013 - logcount_predictions_loss: 0.3934 20/2213 [..............................] - ETA: 5:06 - loss: 176.1407 - logits_profile_predictions_loss: 174.7232 - logcount_predictions_loss: 0.3938 21/2213 [..............................] - ETA: 5:05 - loss: 175.8948 - logits_profile_predictions_loss: 174.4757 - logcount_predictions_loss: 0.3942 22/2213 [..............................] - ETA: 5:05 - 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29/2213 [..............................] - ETA: 5:04 - loss: 174.0631 - logits_profile_predictions_loss: 172.6318 - logcount_predictions_loss: 0.3976 30/2213 [..............................] - ETA: 5:04 - loss: 173.8720 - logits_profile_predictions_loss: 172.4396 - logcount_predictions_loss: 0.3979 31/2213 [..............................] - ETA: 5:03 - loss: 173.7026 - logits_profile_predictions_loss: 172.2691 - logcount_predictions_loss: 0.3982 32/2213 [..............................] - ETA: 5:03 - loss: 173.5370 - logits_profile_predictions_loss: 172.1026 - logcount_predictions_loss: 0.3984 33/2213 [..............................] - ETA: 5:03 - loss: 173.3793 - logits_profile_predictions_loss: 171.9443 - logcount_predictions_loss: 0.3986 34/2213 [..............................] - ETA: 5:03 - loss: 173.2364 - logits_profile_predictions_loss: 171.8005 - logcount_predictions_loss: 0.3989 35/2213 [..............................] - ETA: 5:03 - loss: 173.0913 - logits_profile_predictions_loss: 171.6544 - logcount_predictions_loss: 0.3991 36/2213 [..............................] - ETA: 5:03 - loss: 172.9717 - logits_profile_predictions_loss: 171.5339 - logcount_predictions_loss: 0.3994 37/2213 [..............................] - ETA: 5:02 - loss: 172.8617 - logits_profile_predictions_loss: 171.4233 - logcount_predictions_loss: 0.3995 38/2213 [..............................] - ETA: 5:02 - loss: 172.7550 - logits_profile_predictions_loss: 171.3157 - logcount_predictions_loss: 0.3998 39/2213 [..............................] - ETA: 5:02 - loss: 172.6470 - logits_profile_predictions_loss: 171.2069 - logcount_predictions_loss: 0.4000 40/2213 [..............................] - ETA: 5:02 - loss: 172.5442 - logits_profile_predictions_loss: 171.1035 - logcount_predictions_loss: 0.4002 41/2213 [..............................] - ETA: 5:02 - loss: 172.4528 - logits_profile_predictions_loss: 171.0114 - logcount_predictions_loss: 0.4004 42/2213 [..............................] - ETA: 5:02 - loss: 172.3595 - logits_profile_predictions_loss: 170.9175 - logcount_predictions_loss: 0.4006 43/2213 [..............................] - ETA: 5:01 - loss: 172.2631 - logits_profile_predictions_loss: 170.8208 - logcount_predictions_loss: 0.4007 44/2213 [..............................] - ETA: 5:01 - loss: 172.1595 - logits_profile_predictions_loss: 170.7169 - logcount_predictions_loss: 0.4007 45/2213 [..............................] - ETA: 5:01 - loss: 172.0577 - logits_profile_predictions_loss: 170.6148 - logcount_predictions_loss: 0.4008 46/2213 [..............................] - ETA: 5:01 - loss: 171.9574 - logits_profile_predictions_loss: 170.5144 - logcount_predictions_loss: 0.4008 47/2213 [..............................] - ETA: 5:01 - loss: 171.8612 - logits_profile_predictions_loss: 170.4182 - logcount_predictions_loss: 0.4008 48/2213 [..............................] - ETA: 5:01 - loss: 171.7747 - logits_profile_predictions_loss: 170.3317 - logcount_predictions_loss: 0.4008 49/2213 [..............................] - ETA: 5:01 - loss: 171.6969 - logits_profile_predictions_loss: 170.2539 - logcount_predictions_loss: 0.4008 50/2213 [..............................] - ETA: 5:00 - loss: 171.6343 - logits_profile_predictions_loss: 170.1911 - logcount_predictions_loss: 0.4009 51/2213 [..............................] - ETA: 5:00 - loss: 171.5674 - logits_profile_predictions_loss: 170.1241 - logcount_predictions_loss: 0.4009 52/2213 [..............................] - ETA: 5:00 - loss: 171.5157 - logits_profile_predictions_loss: 170.0720 - logcount_predictions_loss: 0.4010 53/2213 [..............................] - ETA: 5:00 - loss: 171.4671 - logits_profile_predictions_loss: 170.0232 - logcount_predictions_loss: 0.4011 54/2213 [..............................] - ETA: 5:00 - loss: 171.4242 - logits_profile_predictions_loss: 169.9801 - logcount_predictions_loss: 0.4011 55/2213 [..............................] - ETA: 5:00 - loss: 171.3798 - logits_profile_predictions_loss: 169.9356 - logcount_predictions_loss: 0.4012 56/2213 [..............................] - ETA: 5:00 - loss: 171.3354 - logits_profile_predictions_loss: 169.8911 - logcount_predictions_loss: 0.4012 57/2213 [..............................] - ETA: 4:59 - loss: 171.2871 - logits_profile_predictions_loss: 169.8427 - logcount_predictions_loss: 0.4012 58/2213 [..............................] - ETA: 4:59 - loss: 171.2405 - logits_profile_predictions_loss: 169.7962 - logcount_predictions_loss: 0.4012 59/2213 [..............................] - ETA: 4:59 - loss: 171.2004 - logits_profile_predictions_loss: 169.7559 - logcount_predictions_loss: 0.4012 60/2213 [..............................] - ETA: 4:59 - loss: 171.1618 - logits_profile_predictions_loss: 169.7172 - logcount_predictions_loss: 0.4013 61/2213 [..............................] - ETA: 4:59 - loss: 171.1230 - logits_profile_predictions_loss: 169.6784 - logcount_predictions_loss: 0.4013 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[>.............................] - ETA: 4:57 - loss: 170.5661 - logits_profile_predictions_loss: 169.1239 - logcount_predictions_loss: 0.4006 76/2213 [>.............................] - ETA: 4:57 - loss: 170.5298 - logits_profile_predictions_loss: 169.0879 - logcount_predictions_loss: 0.4005 77/2213 [>.............................] - ETA: 4:57 - loss: 170.4976 - logits_profile_predictions_loss: 169.0559 - logcount_predictions_loss: 0.4005 78/2213 [>.............................] - ETA: 4:56 - loss: 170.4651 - logits_profile_predictions_loss: 169.0237 - logcount_predictions_loss: 0.4004 79/2213 [>.............................] - ETA: 4:56 - loss: 170.4352 - logits_profile_predictions_loss: 168.9939 - logcount_predictions_loss: 0.4004 80/2213 [>.............................] - ETA: 4:56 - loss: 170.4068 - logits_profile_predictions_loss: 168.9656 - logcount_predictions_loss: 0.4003 81/2213 [>.............................] - ETA: 4:56 - loss: 170.3806 - logits_profile_predictions_loss: 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loss: 170.1886 - logits_profile_predictions_loss: 168.7481 - logcount_predictions_loss: 0.4002 89/2213 [>.............................] - ETA: 4:55 - loss: 170.1613 - logits_profile_predictions_loss: 168.7208 - logcount_predictions_loss: 0.4001 90/2213 [>.............................] - ETA: 4:55 - loss: 170.1378 - logits_profile_predictions_loss: 168.6974 - logcount_predictions_loss: 0.4001 91/2213 [>.............................] - ETA: 4:55 - loss: 170.1137 - logits_profile_predictions_loss: 168.6733 - logcount_predictions_loss: 0.4001 92/2213 [>.............................] - ETA: 4:54 - loss: 170.0877 - logits_profile_predictions_loss: 168.6474 - logcount_predictions_loss: 0.4001 93/2213 [>.............................] - ETA: 4:54 - loss: 170.0598 - logits_profile_predictions_loss: 168.6196 - logcount_predictions_loss: 0.4001 94/2213 [>.............................] - ETA: 4:54 - loss: 170.0308 - logits_profile_predictions_loss: 168.5907 - logcount_predictions_loss: 0.4000 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[>.............................] - ETA: 4:47 - loss: 169.0542 - logits_profile_predictions_loss: 167.6134 - logcount_predictions_loss: 0.4002 148/2213 [=>............................] - ETA: 4:47 - loss: 169.0450 - logits_profile_predictions_loss: 167.6043 - logcount_predictions_loss: 0.4002 149/2213 [=>............................] - ETA: 4:46 - loss: 169.0361 - logits_profile_predictions_loss: 167.5953 - logcount_predictions_loss: 0.4002 150/2213 [=>............................] - ETA: 4:46 - loss: 169.0278 - logits_profile_predictions_loss: 167.5872 - logcount_predictions_loss: 0.4002 151/2213 [=>............................] - ETA: 4:46 - loss: 169.0198 - logits_profile_predictions_loss: 167.5792 - logcount_predictions_loss: 0.4002 152/2213 [=>............................] - ETA: 4:46 - loss: 169.0116 - logits_profile_predictions_loss: 167.5710 - logcount_predictions_loss: 0.4002 153/2213 [=>............................] - ETA: 4:46 - loss: 169.0029 - logits_profile_predictions_loss: 167.5624 - logcount_predictions_loss: 0.4001 154/2213 [=>............................] - ETA: 4:46 - loss: 168.9947 - logits_profile_predictions_loss: 167.5542 - logcount_predictions_loss: 0.4001 155/2213 [=>............................] - ETA: 4:46 - loss: 168.9864 - logits_profile_predictions_loss: 167.5461 - logcount_predictions_loss: 0.4001 156/2213 [=>............................] - ETA: 4:45 - loss: 168.9778 - logits_profile_predictions_loss: 167.5375 - logcount_predictions_loss: 0.4001 157/2213 [=>............................] - ETA: 4:45 - loss: 168.9685 - logits_profile_predictions_loss: 167.5283 - logcount_predictions_loss: 0.4001 158/2213 [=>............................] - ETA: 4:45 - loss: 168.9606 - logits_profile_predictions_loss: 167.5204 - logcount_predictions_loss: 0.4000 159/2213 [=>............................] - ETA: 4:45 - loss: 168.9525 - logits_profile_predictions_loss: 167.5124 - logcount_predictions_loss: 0.4000 160/2213 [=>............................] - ETA: 4:45 - loss: 168.9444 - logits_profile_predictions_loss: 167.5043 - logcount_predictions_loss: 0.4000 161/2213 [=>............................] - ETA: 4:45 - loss: 168.9362 - logits_profile_predictions_loss: 167.4962 - logcount_predictions_loss: 0.4000 162/2213 [=>............................] - ETA: 4:45 - loss: 168.9282 - logits_profile_predictions_loss: 167.4882 - logcount_predictions_loss: 0.4000 163/2213 [=>............................] - ETA: 4:44 - loss: 168.9203 - logits_profile_predictions_loss: 167.4803 - logcount_predictions_loss: 0.4000 164/2213 [=>............................] - ETA: 4:44 - loss: 168.9123 - logits_profile_predictions_loss: 167.4724 - logcount_predictions_loss: 0.4000 165/2213 [=>............................] - ETA: 4:44 - loss: 168.9050 - logits_profile_predictions_loss: 167.4651 - logcount_predictions_loss: 0.4000 166/2213 [=>............................] - ETA: 4:44 - loss: 168.8978 - 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[=>............................] - ETA: 4:43 - loss: 168.8444 - logits_profile_predictions_loss: 167.4048 - logcount_predictions_loss: 0.3999 174/2213 [=>............................] - ETA: 4:43 - loss: 168.8357 - logits_profile_predictions_loss: 167.3961 - logcount_predictions_loss: 0.3999 175/2213 [=>............................] - ETA: 4:43 - loss: 168.8272 - logits_profile_predictions_loss: 167.3877 - logcount_predictions_loss: 0.3999 176/2213 [=>............................] - ETA: 4:43 - loss: 168.8190 - logits_profile_predictions_loss: 167.3795 - logcount_predictions_loss: 0.3999 177/2213 [=>............................] - ETA: 4:43 - loss: 168.8106 - logits_profile_predictions_loss: 167.3711 - logcount_predictions_loss: 0.3999 178/2213 [=>............................] - ETA: 4:42 - loss: 168.8027 - logits_profile_predictions_loss: 167.3632 - logcount_predictions_loss: 0.3999 179/2213 [=>............................] - ETA: 4:42 - loss: 168.7948 - 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logits_profile_predictions_loss: 166.8572 - logcount_predictions_loss: 0.3999 271/2213 [==>...........................] - ETA: 4:30 - loss: 168.2950 - logits_profile_predictions_loss: 166.8553 - logcount_predictions_loss: 0.3999 272/2213 [==>...........................] - ETA: 4:29 - loss: 168.2929 - logits_profile_predictions_loss: 166.8532 - logcount_predictions_loss: 0.3999 273/2213 [==>...........................] - ETA: 4:29 - loss: 168.2906 - logits_profile_predictions_loss: 166.8509 - logcount_predictions_loss: 0.3999 274/2213 [==>...........................] - ETA: 4:29 - loss: 168.2883 - logits_profile_predictions_loss: 166.8486 - logcount_predictions_loss: 0.3999 275/2213 [==>...........................] - ETA: 4:29 - loss: 168.2858 - logits_profile_predictions_loss: 166.8461 - logcount_predictions_loss: 0.3999 276/2213 [==>...........................] - ETA: 4:29 - loss: 168.2832 - logits_profile_predictions_loss: 166.8435 - logcount_predictions_loss: 0.3999 277/2213 [==>...........................] - ETA: 4:29 - loss: 168.2807 - logits_profile_predictions_loss: 166.8410 - logcount_predictions_loss: 0.3999 278/2213 [==>...........................] - ETA: 4:29 - loss: 168.2781 - logits_profile_predictions_loss: 166.8383 - logcount_predictions_loss: 0.3999 279/2213 [==>...........................] - ETA: 4:28 - loss: 168.2757 - logits_profile_predictions_loss: 166.8360 - logcount_predictions_loss: 0.3999 280/2213 [==>...........................] - ETA: 4:28 - loss: 168.2738 - logits_profile_predictions_loss: 166.8340 - logcount_predictions_loss: 0.3999 281/2213 [==>...........................] - ETA: 4:28 - loss: 168.2718 - logits_profile_predictions_loss: 166.8320 - logcount_predictions_loss: 0.3999 282/2213 [==>...........................] - ETA: 4:28 - loss: 168.2697 - logits_profile_predictions_loss: 166.8299 - logcount_predictions_loss: 0.4000 283/2213 [==>...........................] - ETA: 4:28 - loss: 168.2677 - 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[==>...........................] - ETA: 4:27 - loss: 168.2529 - logits_profile_predictions_loss: 166.8128 - logcount_predictions_loss: 0.4000 291/2213 [==>...........................] - ETA: 4:27 - loss: 168.2512 - logits_profile_predictions_loss: 166.8111 - logcount_predictions_loss: 0.4000 292/2213 [==>...........................] - ETA: 4:27 - loss: 168.2495 - logits_profile_predictions_loss: 166.8094 - logcount_predictions_loss: 0.4000 293/2213 [==>...........................] - ETA: 4:27 - loss: 168.2477 - logits_profile_predictions_loss: 166.8076 - logcount_predictions_loss: 0.4000 294/2213 [==>...........................] - ETA: 4:26 - loss: 168.2459 - logits_profile_predictions_loss: 166.8057 - logcount_predictions_loss: 0.4000 295/2213 [==>...........................] - ETA: 4:26 - loss: 168.2441 - logits_profile_predictions_loss: 166.8039 - logcount_predictions_loss: 0.4001 296/2213 [===>..........................] - ETA: 4:26 - loss: 168.2424 - 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[===>..........................] - ETA: 4:25 - loss: 168.2319 - logits_profile_predictions_loss: 166.7915 - logcount_predictions_loss: 0.4001 304/2213 [===>..........................] - ETA: 4:25 - loss: 168.2301 - logits_profile_predictions_loss: 166.7897 - logcount_predictions_loss: 0.4001 305/2213 [===>..........................] - ETA: 4:25 - loss: 168.2283 - logits_profile_predictions_loss: 166.7879 - logcount_predictions_loss: 0.4001 306/2213 [===>..........................] - ETA: 4:25 - loss: 168.2267 - logits_profile_predictions_loss: 166.7862 - logcount_predictions_loss: 0.4001 307/2213 [===>..........................] - ETA: 4:25 - loss: 168.2250 - logits_profile_predictions_loss: 166.7845 - logcount_predictions_loss: 0.4001 308/2213 [===>..........................] - ETA: 4:24 - loss: 168.2232 - logits_profile_predictions_loss: 166.7828 - logcount_predictions_loss: 0.4001 309/2213 [===>..........................] - ETA: 4:24 - loss: 168.2217 - 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[===>..........................] - ETA: 4:23 - loss: 168.2089 - logits_profile_predictions_loss: 166.7683 - logcount_predictions_loss: 0.4002 317/2213 [===>..........................] - ETA: 4:23 - loss: 168.2069 - logits_profile_predictions_loss: 166.7663 - logcount_predictions_loss: 0.4002 318/2213 [===>..........................] - ETA: 4:23 - loss: 168.2053 - logits_profile_predictions_loss: 166.7647 - logcount_predictions_loss: 0.4002 319/2213 [===>..........................] - ETA: 4:23 - loss: 168.2038 - logits_profile_predictions_loss: 166.7632 - logcount_predictions_loss: 0.4002 320/2213 [===>..........................] - ETA: 4:23 - loss: 168.2023 - logits_profile_predictions_loss: 166.7617 - logcount_predictions_loss: 0.4002 321/2213 [===>..........................] - ETA: 4:23 - loss: 168.2006 - logits_profile_predictions_loss: 166.7600 - logcount_predictions_loss: 0.4002 322/2213 [===>..........................] - ETA: 4:22 - loss: 168.1989 - 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[===>..........................] - ETA: 4:20 - loss: 168.1569 - logits_profile_predictions_loss: 166.7162 - logcount_predictions_loss: 0.4002 343/2213 [===>..........................] - ETA: 4:20 - loss: 168.1547 - logits_profile_predictions_loss: 166.7141 - logcount_predictions_loss: 0.4002 344/2213 [===>..........................] - ETA: 4:19 - loss: 168.1526 - logits_profile_predictions_loss: 166.7120 - logcount_predictions_loss: 0.4002 345/2213 [===>..........................] - ETA: 4:19 - loss: 168.1507 - logits_profile_predictions_loss: 166.7100 - logcount_predictions_loss: 0.4002 346/2213 [===>..........................] - ETA: 4:19 - loss: 168.1488 - logits_profile_predictions_loss: 166.7082 - logcount_predictions_loss: 0.4002 347/2213 [===>..........................] - ETA: 4:19 - loss: 168.1471 - logits_profile_predictions_loss: 166.7065 - logcount_predictions_loss: 0.4002 348/2213 [===>..........................] - ETA: 4:19 - loss: 168.1455 - 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[===>..........................] - ETA: 4:18 - loss: 168.1333 - logits_profile_predictions_loss: 166.6926 - logcount_predictions_loss: 0.4002 356/2213 [===>..........................] - ETA: 4:18 - loss: 168.1316 - logits_profile_predictions_loss: 166.6910 - logcount_predictions_loss: 0.4002 357/2213 [===>..........................] - ETA: 4:18 - loss: 168.1302 - logits_profile_predictions_loss: 166.6895 - logcount_predictions_loss: 0.4002 358/2213 [===>..........................] - ETA: 4:17 - loss: 168.1285 - logits_profile_predictions_loss: 166.6879 - logcount_predictions_loss: 0.4002 359/2213 [===>..........................] - ETA: 4:17 - loss: 168.1268 - logits_profile_predictions_loss: 166.6861 - logcount_predictions_loss: 0.4002 360/2213 [===>..........................] - ETA: 4:17 - loss: 168.1253 - logits_profile_predictions_loss: 166.6847 - logcount_predictions_loss: 0.4002 361/2213 [===>..........................] - ETA: 4:17 - loss: 168.1238 - 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val_logits_profile_predictions_loss: 184.7825 - val_logcount_predictions_loss: 0.4258 + +Epoch 00007: val_loss improved from 186.94151 to 186.31523, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 8/50 + 1/2213 [..............................] - ETA: 6:17 - loss: 181.5928 - logits_profile_predictions_loss: 180.4996 - logcount_predictions_loss: 0.3037 2/2213 [..............................] - ETA: 5:07 - loss: 174.0331 - logits_profile_predictions_loss: 172.9170 - logcount_predictions_loss: 0.3100 3/2213 [..............................] - ETA: 5:06 - loss: 170.4353 - logits_profile_predictions_loss: 169.2934 - logcount_predictions_loss: 0.3172 4/2213 [..............................] - ETA: 5:06 - loss: 168.4158 - logits_profile_predictions_loss: 167.2637 - logcount_predictions_loss: 0.3200 5/2213 [..............................] - ETA: 5:06 - loss: 167.8617 - logits_profile_predictions_loss: 166.6930 - logcount_predictions_loss: 0.3246 6/2213 [..............................] - ETA: 5:06 - loss: 167.6938 - logits_profile_predictions_loss: 166.5163 - logcount_predictions_loss: 0.3271 7/2213 [..............................] - ETA: 5:06 - loss: 167.5435 - logits_profile_predictions_loss: 166.3580 - logcount_predictions_loss: 0.3293 8/2213 [..............................] - ETA: 5:06 - loss: 167.3494 - logits_profile_predictions_loss: 166.1623 - logcount_predictions_loss: 0.3297 9/2213 [..............................] - ETA: 5:06 - loss: 167.1620 - logits_profile_predictions_loss: 165.9715 - logcount_predictions_loss: 0.3307 10/2213 [..............................] - ETA: 5:06 - loss: 167.0419 - logits_profile_predictions_loss: 165.8473 - logcount_predictions_loss: 0.3318 11/2213 [..............................] - ETA: 5:05 - loss: 166.8114 - logits_profile_predictions_loss: 165.6137 - logcount_predictions_loss: 0.3327 12/2213 [..............................] - ETA: 5:05 - loss: 166.6757 - logits_profile_predictions_loss: 165.4766 - logcount_predictions_loss: 0.3331 13/2213 [..............................] - ETA: 5:05 - loss: 166.6280 - logits_profile_predictions_loss: 165.4253 - logcount_predictions_loss: 0.3341 14/2213 [..............................] - ETA: 5:05 - loss: 166.5424 - logits_profile_predictions_loss: 165.3325 - logcount_predictions_loss: 0.3361 15/2213 [..............................] - ETA: 5:05 - loss: 166.4535 - logits_profile_predictions_loss: 165.2380 - logcount_predictions_loss: 0.3377 16/2213 [..............................] - ETA: 5:04 - loss: 166.3166 - logits_profile_predictions_loss: 165.0958 - logcount_predictions_loss: 0.3391 17/2213 [..............................] - ETA: 5:04 - loss: 166.0958 - logits_profile_predictions_loss: 164.8701 - logcount_predictions_loss: 0.3405 18/2213 [..............................] - ETA: 5:04 - loss: 165.8814 - logits_profile_predictions_loss: 164.6496 - logcount_predictions_loss: 0.3422 19/2213 [..............................] - ETA: 5:04 - loss: 165.6825 - logits_profile_predictions_loss: 164.4461 - logcount_predictions_loss: 0.3434 20/2213 [..............................] - ETA: 5:04 - loss: 165.4995 - logits_profile_predictions_loss: 164.2590 - logcount_predictions_loss: 0.3446 21/2213 [..............................] - ETA: 5:04 - loss: 165.3348 - logits_profile_predictions_loss: 164.0903 - logcount_predictions_loss: 0.3457 22/2213 [..............................] - ETA: 5:04 - loss: 165.1951 - logits_profile_predictions_loss: 163.9467 - logcount_predictions_loss: 0.3468 23/2213 [..............................] - ETA: 5:03 - loss: 165.0464 - logits_profile_predictions_loss: 163.7951 - logcount_predictions_loss: 0.3476 24/2213 [..............................] - ETA: 5:03 - loss: 164.9199 - logits_profile_predictions_loss: 163.6664 - logcount_predictions_loss: 0.3482 25/2213 [..............................] - ETA: 5:03 - 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[..............................] - ETA: 5:01 - loss: 164.1269 - logits_profile_predictions_loss: 162.8430 - logcount_predictions_loss: 0.3566 46/2213 [..............................] - ETA: 5:00 - loss: 164.1224 - logits_profile_predictions_loss: 162.8381 - logcount_predictions_loss: 0.3568 47/2213 [..............................] - ETA: 5:00 - loss: 164.1242 - logits_profile_predictions_loss: 162.8395 - logcount_predictions_loss: 0.3569 48/2213 [..............................] - ETA: 5:00 - loss: 164.1141 - logits_profile_predictions_loss: 162.8290 - logcount_predictions_loss: 0.3570 49/2213 [..............................] - ETA: 5:00 - loss: 164.1074 - logits_profile_predictions_loss: 162.8217 - logcount_predictions_loss: 0.3572 50/2213 [..............................] - ETA: 5:00 - loss: 164.1027 - logits_profile_predictions_loss: 162.8163 - logcount_predictions_loss: 0.3573 51/2213 [..............................] - ETA: 5:00 - loss: 164.0978 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 163.9652 - logcount_predictions_loss: 0.3693 284/2213 [==>...........................] - ETA: 4:28 - loss: 165.2948 - logits_profile_predictions_loss: 163.9652 - logcount_predictions_loss: 0.3693 285/2213 [==>...........................] - ETA: 4:27 - loss: 165.2946 - logits_profile_predictions_loss: 163.9650 - logcount_predictions_loss: 0.3693 286/2213 [==>...........................] - ETA: 4:27 - loss: 165.2942 - logits_profile_predictions_loss: 163.9646 - logcount_predictions_loss: 0.3693 287/2213 [==>...........................] - ETA: 4:27 - loss: 165.2939 - logits_profile_predictions_loss: 163.9643 - logcount_predictions_loss: 0.3693 288/2213 [==>...........................] - ETA: 4:27 - loss: 165.2937 - logits_profile_predictions_loss: 163.9641 - logcount_predictions_loss: 0.3693 289/2213 [==>...........................] - ETA: 4:27 - loss: 165.2931 - logits_profile_predictions_loss: 163.9636 - logcount_predictions_loss: 0.3693 290/2213 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logits_profile_predictions_loss: 163.9631 - logcount_predictions_loss: 0.3693 297/2213 [===>..........................] - ETA: 4:26 - loss: 165.2927 - logits_profile_predictions_loss: 163.9633 - logcount_predictions_loss: 0.3693 298/2213 [===>..........................] - ETA: 4:26 - loss: 165.2928 - logits_profile_predictions_loss: 163.9634 - logcount_predictions_loss: 0.3693 299/2213 [===>..........................] - ETA: 4:25 - loss: 165.2929 - logits_profile_predictions_loss: 163.9635 - logcount_predictions_loss: 0.3693 300/2213 [===>..........................] - ETA: 4:25 - loss: 165.2929 - logits_profile_predictions_loss: 163.9635 - logcount_predictions_loss: 0.3693 301/2213 [===>..........................] - ETA: 4:25 - loss: 165.2930 - logits_profile_predictions_loss: 163.9636 - logcount_predictions_loss: 0.3693 302/2213 [===>..........................] - ETA: 4:25 - loss: 165.2930 - logits_profile_predictions_loss: 163.9636 - logcount_predictions_loss: 0.3693 303/2213 [===>..........................] - ETA: 4:25 - loss: 165.2932 - logits_profile_predictions_loss: 163.9638 - logcount_predictions_loss: 0.3693 304/2213 [===>..........................] - ETA: 4:25 - loss: 165.2934 - logits_profile_predictions_loss: 163.9640 - logcount_predictions_loss: 0.3693 305/2213 [===>..........................] - ETA: 4:25 - loss: 165.2935 - logits_profile_predictions_loss: 163.9641 - logcount_predictions_loss: 0.3693 306/2213 [===>..........................] - ETA: 4:24 - loss: 165.2937 - logits_profile_predictions_loss: 163.9643 - logcount_predictions_loss: 0.3693 307/2213 [===>..........................] - ETA: 4:24 - loss: 165.2939 - logits_profile_predictions_loss: 163.9645 - logcount_predictions_loss: 0.3693 308/2213 [===>..........................] - ETA: 4:24 - loss: 165.2942 - logits_profile_predictions_loss: 163.9649 - logcount_predictions_loss: 0.3693 309/2213 [===>..........................] - ETA: 4:24 - loss: 165.2944 - logits_profile_predictions_loss: 163.9650 - logcount_predictions_loss: 0.3693 310/2213 [===>..........................] - ETA: 4:24 - loss: 165.2945 - logits_profile_predictions_loss: 163.9652 - logcount_predictions_loss: 0.3693 311/2213 [===>..........................] - ETA: 4:24 - loss: 165.2946 - logits_profile_predictions_loss: 163.9652 - logcount_predictions_loss: 0.3693 312/2213 [===>..........................] - ETA: 4:24 - loss: 165.2947 - logits_profile_predictions_loss: 163.9653 - logcount_predictions_loss: 0.3693 313/2213 [===>..........................] - ETA: 4:23 - loss: 165.2947 - logits_profile_predictions_loss: 163.9653 - logcount_predictions_loss: 0.3693 314/2213 [===>..........................] - ETA: 4:23 - loss: 165.2948 - logits_profile_predictions_loss: 163.9654 - logcount_predictions_loss: 0.3693 315/2213 [===>..........................] - ETA: 4:23 - loss: 165.2952 - logits_profile_predictions_loss: 163.9658 - logcount_predictions_loss: 0.3693 316/2213 [===>..........................] - ETA: 4:23 - loss: 165.2954 - logits_profile_predictions_loss: 163.9660 - logcount_predictions_loss: 0.3693 317/2213 [===>..........................] - ETA: 4:23 - loss: 165.2957 - logits_profile_predictions_loss: 163.9663 - logcount_predictions_loss: 0.3693 318/2213 [===>..........................] - ETA: 4:23 - loss: 165.2958 - logits_profile_predictions_loss: 163.9664 - logcount_predictions_loss: 0.3693 319/2213 [===>..........................] - ETA: 4:23 - loss: 165.2959 - logits_profile_predictions_loss: 163.9665 - logcount_predictions_loss: 0.3693 320/2213 [===>..........................] - ETA: 4:22 - loss: 165.2959 - logits_profile_predictions_loss: 163.9665 - logcount_predictions_loss: 0.3693 321/2213 [===>..........................] - ETA: 4:22 - loss: 165.2958 - logits_profile_predictions_loss: 163.9664 - logcount_predictions_loss: 0.3693 322/2213 [===>..........................] - ETA: 4:22 - loss: 165.2955 - 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[===>..........................] - ETA: 4:21 - loss: 165.2936 - logits_profile_predictions_loss: 163.9641 - logcount_predictions_loss: 0.3693 330/2213 [===>..........................] - ETA: 4:21 - loss: 165.2933 - logits_profile_predictions_loss: 163.9638 - logcount_predictions_loss: 0.3693 331/2213 [===>..........................] - ETA: 4:21 - loss: 165.2930 - logits_profile_predictions_loss: 163.9635 - logcount_predictions_loss: 0.3693 332/2213 [===>..........................] - ETA: 4:21 - loss: 165.2927 - logits_profile_predictions_loss: 163.9632 - logcount_predictions_loss: 0.3693 333/2213 [===>..........................] - ETA: 4:21 - loss: 165.2925 - logits_profile_predictions_loss: 163.9630 - logcount_predictions_loss: 0.3693 334/2213 [===>..........................] - ETA: 4:21 - loss: 165.2924 - logits_profile_predictions_loss: 163.9628 - logcount_predictions_loss: 0.3693 335/2213 [===>..........................] - ETA: 4:20 - loss: 165.2919 - logits_profile_predictions_loss: 163.9623 - logcount_predictions_loss: 0.3693 336/2213 [===>..........................] - ETA: 4:20 - loss: 165.2916 - logits_profile_predictions_loss: 163.9620 - logcount_predictions_loss: 0.3693 337/2213 [===>..........................] - ETA: 4:20 - loss: 165.2915 - logits_profile_predictions_loss: 163.9619 - logcount_predictions_loss: 0.3693 338/2213 [===>..........................] - ETA: 4:20 - loss: 165.2914 - logits_profile_predictions_loss: 163.9618 - logcount_predictions_loss: 0.3693 339/2213 [===>..........................] - ETA: 4:20 - loss: 165.2913 - logits_profile_predictions_loss: 163.9617 - logcount_predictions_loss: 0.3693 340/2213 [===>..........................] - ETA: 4:20 - loss: 165.2913 - logits_profile_predictions_loss: 163.9617 - logcount_predictions_loss: 0.3693 341/2213 [===>..........................] - ETA: 4:20 - loss: 165.2912 - logits_profile_predictions_loss: 163.9616 - logcount_predictions_loss: 0.3693 342/2213 [===>..........................] - ETA: 4:19 - loss: 165.2911 - logits_profile_predictions_loss: 163.9614 - logcount_predictions_loss: 0.3693 343/2213 [===>..........................] - ETA: 4:19 - loss: 165.2910 - logits_profile_predictions_loss: 163.9614 - logcount_predictions_loss: 0.3693 344/2213 [===>..........................] - ETA: 4:19 - loss: 165.2908 - logits_profile_predictions_loss: 163.9611 - logcount_predictions_loss: 0.3693 345/2213 [===>..........................] - ETA: 4:19 - loss: 165.2906 - logits_profile_predictions_loss: 163.9610 - logcount_predictions_loss: 0.3693 346/2213 [===>..........................] - ETA: 4:19 - loss: 165.2905 - logits_profile_predictions_loss: 163.9608 - logcount_predictions_loss: 0.3693 347/2213 [===>..........................] - ETA: 4:19 - loss: 165.2904 - logits_profile_predictions_loss: 163.9608 - logcount_predictions_loss: 0.3693 348/2213 [===>..........................] - ETA: 4:19 - loss: 165.2904 - logits_profile_predictions_loss: 163.9607 - logcount_predictions_loss: 0.3693 349/2213 [===>..........................] - ETA: 4:18 - loss: 165.2905 - logits_profile_predictions_loss: 163.9608 - logcount_predictions_loss: 0.3693 350/2213 [===>..........................] - ETA: 4:18 - loss: 165.2906 - logits_profile_predictions_loss: 163.9609 - logcount_predictions_loss: 0.3694 351/2213 [===>..........................] - ETA: 4:18 - loss: 165.2907 - logits_profile_predictions_loss: 163.9610 - logcount_predictions_loss: 0.3694 352/2213 [===>..........................] - ETA: 4:18 - loss: 165.2909 - logits_profile_predictions_loss: 163.9611 - logcount_predictions_loss: 0.3694 353/2213 [===>..........................] - ETA: 4:18 - loss: 165.2910 - logits_profile_predictions_loss: 163.9612 - logcount_predictions_loss: 0.3694 354/2213 [===>..........................] - ETA: 4:18 - loss: 165.2913 - logits_profile_predictions_loss: 163.9614 - logcount_predictions_loss: 0.3694 355/2213 [===>..........................] - ETA: 4:18 - loss: 165.2916 - logits_profile_predictions_loss: 163.9618 - logcount_predictions_loss: 0.3694 356/2213 [===>..........................] - ETA: 4:17 - loss: 165.2919 - logits_profile_predictions_loss: 163.9620 - logcount_predictions_loss: 0.3694 357/2213 [===>..........................] - ETA: 4:17 - loss: 165.2922 - logits_profile_predictions_loss: 163.9624 - logcount_predictions_loss: 0.3694 358/2213 [===>..........................] - ETA: 4:17 - loss: 165.2926 - logits_profile_predictions_loss: 163.9626 - logcount_predictions_loss: 0.3694 359/2213 [===>..........................] - ETA: 4:17 - loss: 165.2929 - logits_profile_predictions_loss: 163.9630 - logcount_predictions_loss: 0.3694 360/2213 [===>..........................] - ETA: 4:17 - loss: 165.2932 - logits_profile_predictions_loss: 163.9632 - logcount_predictions_loss: 0.3694 361/2213 [===>..........................] - ETA: 4:17 - loss: 165.2935 - logits_profile_predictions_loss: 163.9635 - logcount_predictions_loss: 0.3694 362/2213 [===>..........................] - ETA: 4:17 - loss: 165.2938 - logits_profile_predictions_loss: 163.9638 - logcount_predictions_loss: 0.3694 363/2213 [===>..........................] - ETA: 4:17 - loss: 165.2943 - logits_profile_predictions_loss: 163.9642 - logcount_predictions_loss: 0.3694 364/2213 [===>..........................] - ETA: 4:16 - loss: 165.2948 - logits_profile_predictions_loss: 163.9647 - logcount_predictions_loss: 0.3695 365/2213 [===>..........................] - ETA: 4:16 - loss: 165.2954 - logits_profile_predictions_loss: 163.9652 - logcount_predictions_loss: 0.3695 366/2213 [===>..........................] - ETA: 4:16 - loss: 165.2958 - logits_profile_predictions_loss: 163.9656 - logcount_predictions_loss: 0.3695 367/2213 [===>..........................] - ETA: 4:16 - loss: 165.2962 - logits_profile_predictions_loss: 163.9660 - logcount_predictions_loss: 0.3695 368/2213 [===>..........................] - ETA: 4:16 - loss: 165.2965 - logits_profile_predictions_loss: 163.9663 - logcount_predictions_loss: 0.3695 369/2213 [====>.........................] - ETA: 4:16 - loss: 165.2970 - logits_profile_predictions_loss: 163.9667 - logcount_predictions_loss: 0.3695 370/2213 [====>.........................] - ETA: 4:16 - loss: 165.2973 - logits_profile_predictions_loss: 163.9670 - logcount_predictions_loss: 0.3695 371/2213 [====>.........................] - ETA: 4:15 - loss: 165.2976 - logits_profile_predictions_loss: 163.9672 - logcount_predictions_loss: 0.3695 372/2213 [====>.........................] - ETA: 4:15 - loss: 165.2976 - logits_profile_predictions_loss: 163.9673 - logcount_predictions_loss: 0.3695 373/2213 [====>.........................] - ETA: 4:15 - loss: 165.2977 - logits_profile_predictions_loss: 163.9673 - logcount_predictions_loss: 0.3695 374/2213 [====>.........................] - ETA: 4:15 - loss: 165.2978 - logits_profile_predictions_loss: 163.9673 - logcount_predictions_loss: 0.3695 375/2213 [====>.........................] - ETA: 4:15 - loss: 165.2978 - logits_profile_predictions_loss: 163.9673 - logcount_predictions_loss: 0.3695 376/2213 [====>.........................] - ETA: 4:15 - loss: 165.2979 - logits_profile_predictions_loss: 163.9674 - logcount_predictions_loss: 0.3696 377/2213 [====>.........................] - ETA: 4:15 - loss: 165.2980 - logits_profile_predictions_loss: 163.9675 - logcount_predictions_loss: 0.3696 378/2213 [====>.........................] - ETA: 4:14 - loss: 165.2982 - logits_profile_predictions_loss: 163.9677 - logcount_predictions_loss: 0.3696 379/2213 [====>.........................] - ETA: 4:14 - loss: 165.2985 - logits_profile_predictions_loss: 163.9680 - logcount_predictions_loss: 0.3696 380/2213 [====>.........................] - ETA: 4:14 - loss: 165.2986 - logits_profile_predictions_loss: 163.9680 - logcount_predictions_loss: 0.3696 381/2213 [====>.........................] - ETA: 4:14 - loss: 165.2987 - logits_profile_predictions_loss: 163.9681 - logcount_predictions_loss: 0.3696 382/2213 [====>.........................] - ETA: 4:14 - loss: 165.2987 - logits_profile_predictions_loss: 163.9681 - logcount_predictions_loss: 0.3696 383/2213 [====>.........................] - ETA: 4:14 - loss: 165.2987 - logits_profile_predictions_loss: 163.9680 - logcount_predictions_loss: 0.3696 384/2213 [====>.........................] - ETA: 4:14 - loss: 165.2986 - logits_profile_predictions_loss: 163.9679 - logcount_predictions_loss: 0.3696 385/2213 [====>.........................] - ETA: 4:13 - loss: 165.2986 - logits_profile_predictions_loss: 163.9679 - logcount_predictions_loss: 0.3696 386/2213 [====>.........................] - ETA: 4:13 - loss: 165.2985 - logits_profile_predictions_loss: 163.9678 - logcount_predictions_loss: 0.3696 387/2213 [====>.........................] - ETA: 4:13 - loss: 165.2984 - logits_profile_predictions_loss: 163.9677 - logcount_predictions_loss: 0.3696 388/2213 [====>.........................] - ETA: 4:13 - loss: 165.2982 - logits_profile_predictions_loss: 163.9675 - logcount_predictions_loss: 0.3696 389/2213 [====>.........................] - ETA: 4:13 - loss: 165.2982 - logits_profile_predictions_loss: 163.9674 - logcount_predictions_loss: 0.3696 390/2213 [====>.........................] - ETA: 4:13 - loss: 165.2981 - logits_profile_predictions_loss: 163.9673 - logcount_predictions_loss: 0.3696 391/2213 [====>.........................] - ETA: 4:13 - loss: 165.2980 - logits_profile_predictions_loss: 163.9672 - logcount_predictions_loss: 0.3696 392/2213 [====>.........................] - ETA: 4:12 - loss: 165.2977 - logits_profile_predictions_loss: 163.9669 - logcount_predictions_loss: 0.3696 393/2213 [====>.........................] - ETA: 4:12 - loss: 165.2974 - logits_profile_predictions_loss: 163.9666 - logcount_predictions_loss: 0.3696 394/2213 [====>.........................] - ETA: 4:12 - loss: 165.2972 - logits_profile_predictions_loss: 163.9664 - logcount_predictions_loss: 0.3697 395/2213 [====>.........................] - ETA: 4:12 - loss: 165.2972 - logits_profile_predictions_loss: 163.9664 - logcount_predictions_loss: 0.3697 396/2213 [====>.........................] - ETA: 4:12 - loss: 165.2975 - logits_profile_predictions_loss: 163.9666 - logcount_predictions_loss: 0.3697 397/2213 [====>.........................] - ETA: 4:12 - loss: 165.2975 - logits_profile_predictions_loss: 163.9666 - logcount_predictions_loss: 0.3697 398/2213 [====>.........................] - ETA: 4:12 - loss: 165.2975 - logits_profile_predictions_loss: 163.9667 - logcount_predictions_loss: 0.3697 399/2213 [====>.........................] - ETA: 4:12 - loss: 165.2975 - logits_profile_predictions_loss: 163.9666 - logcount_predictions_loss: 0.3697 400/2213 [====>.........................] - ETA: 4:11 - loss: 165.2976 - logits_profile_predictions_loss: 163.9667 - logcount_predictions_loss: 0.3697 401/2213 [====>.........................] - ETA: 4:11 - loss: 165.2978 - logits_profile_predictions_loss: 163.9668 - logcount_predictions_loss: 0.3697 402/2213 [====>.........................] - ETA: 4:11 - loss: 165.2979 - logits_profile_predictions_loss: 163.9670 - logcount_predictions_loss: 0.3697 403/2213 [====>.........................] - ETA: 4:11 - loss: 165.2982 - logits_profile_predictions_loss: 163.9672 - logcount_predictions_loss: 0.3697 404/2213 [====>.........................] - ETA: 4:11 - loss: 165.2985 - logits_profile_predictions_loss: 163.9675 - logcount_predictions_loss: 0.3697 405/2213 [====>.........................] - ETA: 4:11 - loss: 165.2988 - logits_profile_predictions_loss: 163.9678 - logcount_predictions_loss: 0.3697 406/2213 [====>.........................] - ETA: 4:11 - loss: 165.2990 - logits_profile_predictions_loss: 163.9680 - logcount_predictions_loss: 0.3697 407/2213 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val_logits_profile_predictions_loss: 184.0744 - val_logcount_predictions_loss: 0.3859 + +Epoch 00009: val_loss improved from 186.07724 to 185.46367, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1/chrombpnet.h5 +Epoch 10/50 + 1/2213 [..............................] - ETA: 6:20 - loss: 191.7730 - logits_profile_predictions_loss: 190.6840 - logcount_predictions_loss: 0.3025 2/2213 [..............................] - ETA: 5:40 - loss: 184.7238 - logits_profile_predictions_loss: 183.5831 - logcount_predictions_loss: 0.3169 3/2213 [..............................] - ETA: 5:24 - loss: 183.5498 - logits_profile_predictions_loss: 182.3896 - logcount_predictions_loss: 0.3223 4/2213 [..............................] - ETA: 5:18 - loss: 180.9258 - logits_profile_predictions_loss: 179.7180 - logcount_predictions_loss: 0.3355 5/2213 [..............................] - ETA: 5:15 - loss: 179.3070 - 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[====>.........................] - ETA: 4:16 - loss: 166.0476 - logits_profile_predictions_loss: 164.7295 - logcount_predictions_loss: 0.3661 372/2213 [====>.........................] - ETA: 4:15 - loss: 166.0454 - logits_profile_predictions_loss: 164.7274 - logcount_predictions_loss: 0.3661 373/2213 [====>.........................] - ETA: 4:15 - loss: 166.0434 - logits_profile_predictions_loss: 164.7253 - logcount_predictions_loss: 0.3661 374/2213 [====>.........................] - ETA: 4:15 - loss: 166.0414 - logits_profile_predictions_loss: 164.7232 - logcount_predictions_loss: 0.3662 375/2213 [====>.........................] - ETA: 4:15 - loss: 166.0393 - logits_profile_predictions_loss: 164.7211 - logcount_predictions_loss: 0.3662 376/2213 [====>.........................] - ETA: 4:15 - loss: 166.0371 - logits_profile_predictions_loss: 164.7189 - logcount_predictions_loss: 0.3662 377/2213 [====>.........................] - ETA: 4:15 - loss: 166.0351 - 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[====>.........................] - ETA: 4:14 - loss: 166.0243 - logits_profile_predictions_loss: 164.7058 - logcount_predictions_loss: 0.3663 385/2213 [====>.........................] - ETA: 4:14 - loss: 166.0230 - logits_profile_predictions_loss: 164.7045 - logcount_predictions_loss: 0.3663 386/2213 [====>.........................] - ETA: 4:14 - loss: 166.0219 - logits_profile_predictions_loss: 164.7033 - logcount_predictions_loss: 0.3663 387/2213 [====>.........................] - ETA: 4:13 - loss: 166.0208 - logits_profile_predictions_loss: 164.7022 - logcount_predictions_loss: 0.3663 388/2213 [====>.........................] - ETA: 4:13 - loss: 166.0198 - logits_profile_predictions_loss: 164.7011 - logcount_predictions_loss: 0.3663 389/2213 [====>.........................] - ETA: 4:13 - loss: 166.0187 - logits_profile_predictions_loss: 164.7001 - logcount_predictions_loss: 0.3663 390/2213 [====>.........................] - ETA: 4:13 - loss: 166.0177 - logits_profile_predictions_loss: 164.6990 - logcount_predictions_loss: 0.3663 391/2213 [====>.........................] - ETA: 4:13 - loss: 166.0166 - logits_profile_predictions_loss: 164.6979 - logcount_predictions_loss: 0.3663 392/2213 [====>.........................] - ETA: 4:13 - loss: 166.0158 - logits_profile_predictions_loss: 164.6970 - logcount_predictions_loss: 0.3663 393/2213 [====>.........................] - ETA: 4:13 - loss: 166.0149 - logits_profile_predictions_loss: 164.6961 - logcount_predictions_loss: 0.3663 394/2213 [====>.........................] - ETA: 4:12 - loss: 166.0141 - logits_profile_predictions_loss: 164.6953 - logcount_predictions_loss: 0.3663 395/2213 [====>.........................] - ETA: 4:12 - loss: 166.0136 - logits_profile_predictions_loss: 164.6947 - logcount_predictions_loss: 0.3664 396/2213 [====>.........................] - ETA: 4:12 - loss: 166.0131 - logits_profile_predictions_loss: 164.6942 - logcount_predictions_loss: 0.3664 397/2213 [====>.........................] - ETA: 4:12 - loss: 166.0125 - logits_profile_predictions_loss: 164.6936 - logcount_predictions_loss: 0.3664 398/2213 [====>.........................] - ETA: 4:12 - loss: 166.0120 - logits_profile_predictions_loss: 164.6930 - logcount_predictions_loss: 0.3664 399/2213 [====>.........................] - ETA: 4:12 - loss: 166.0115 - logits_profile_predictions_loss: 164.6925 - logcount_predictions_loss: 0.3664 400/2213 [====>.........................] - ETA: 4:12 - loss: 166.0110 - logits_profile_predictions_loss: 164.6919 - logcount_predictions_loss: 0.3664 401/2213 [====>.........................] - ETA: 4:11 - loss: 166.0104 - logits_profile_predictions_loss: 164.6913 - logcount_predictions_loss: 0.3664 402/2213 [====>.........................] - ETA: 4:11 - loss: 166.0098 - logits_profile_predictions_loss: 164.6906 - logcount_predictions_loss: 0.3664 403/2213 [====>.........................] - ETA: 4:11 - loss: 166.0092 - logits_profile_predictions_loss: 164.6901 - logcount_predictions_loss: 0.3664 404/2213 [====>.........................] - ETA: 4:11 - loss: 166.0088 - logits_profile_predictions_loss: 164.6896 - logcount_predictions_loss: 0.3665 405/2213 [====>.........................] - ETA: 4:11 - loss: 166.0083 - logits_profile_predictions_loss: 164.6891 - logcount_predictions_loss: 0.3665 406/2213 [====>.........................] - ETA: 4:11 - loss: 166.0079 - logits_profile_predictions_loss: 164.6886 - logcount_predictions_loss: 0.3665 407/2213 [====>.........................] - ETA: 4:11 - loss: 166.0075 - logits_profile_predictions_loss: 164.6881 - logcount_predictions_loss: 0.3665 408/2213 [====>.........................] - ETA: 4:10 - loss: 166.0070 - logits_profile_predictions_loss: 164.6877 - logcount_predictions_loss: 0.3665 409/2213 [====>.........................] - ETA: 4:10 - loss: 166.0067 - logits_profile_predictions_loss: 164.6873 - logcount_predictions_loss: 0.3665 410/2213 [====>.........................] - ETA: 4:10 - loss: 166.0065 - logits_profile_predictions_loss: 164.6870 - logcount_predictions_loss: 0.3665 411/2213 [====>.........................] - ETA: 4:10 - loss: 166.0062 - logits_profile_predictions_loss: 164.6867 - logcount_predictions_loss: 0.3665 412/2213 [====>.........................] - ETA: 4:10 - loss: 166.0059 - logits_profile_predictions_loss: 164.6864 - logcount_predictions_loss: 0.3665 413/2213 [====>.........................] - ETA: 4:10 - loss: 166.0056 - logits_profile_predictions_loss: 164.6860 - logcount_predictions_loss: 0.3666 414/2213 [====>.........................] - ETA: 4:10 - loss: 166.0052 - logits_profile_predictions_loss: 164.6856 - logcount_predictions_loss: 0.3666 415/2213 [====>.........................] - ETA: 4:10 - loss: 166.0047 - logits_profile_predictions_loss: 164.6851 - logcount_predictions_loss: 0.3666 416/2213 [====>.........................] - ETA: 4:09 - loss: 166.0043 - logits_profile_predictions_loss: 164.6846 - logcount_predictions_loss: 0.3666 417/2213 [====>.........................] - ETA: 4:09 - loss: 166.0039 - logits_profile_predictions_loss: 164.6842 - logcount_predictions_loss: 0.3666 418/2213 [====>.........................] - ETA: 4:09 - loss: 166.0036 - logits_profile_predictions_loss: 164.6839 - logcount_predictions_loss: 0.3666 419/2213 [====>.........................] - ETA: 4:09 - loss: 166.0032 - logits_profile_predictions_loss: 164.6834 - logcount_predictions_loss: 0.3666 420/2213 [====>.........................] - ETA: 4:09 - loss: 166.0030 - logits_profile_predictions_loss: 164.6832 - logcount_predictions_loss: 0.3666 421/2213 [====>.........................] - ETA: 4:09 - loss: 166.0028 - logits_profile_predictions_loss: 164.6830 - logcount_predictions_loss: 0.3666 422/2213 [====>.........................] - ETA: 4:09 - loss: 166.0027 - logits_profile_predictions_loss: 164.6828 - logcount_predictions_loss: 0.3666 423/2213 [====>.........................] - ETA: 4:08 - loss: 166.0025 - logits_profile_predictions_loss: 164.6826 - logcount_predictions_loss: 0.3666 424/2213 [====>.........................] - ETA: 4:08 - loss: 166.0022 - logits_profile_predictions_loss: 164.6823 - logcount_predictions_loss: 0.3666 425/2213 [====>.........................] - ETA: 4:08 - loss: 166.0018 - logits_profile_predictions_loss: 164.6818 - logcount_predictions_loss: 0.3667 426/2213 [====>.........................] - ETA: 4:08 - loss: 166.0013 - logits_profile_predictions_loss: 164.6813 - logcount_predictions_loss: 0.3667 427/2213 [====>.........................] - ETA: 4:08 - loss: 166.0008 - logits_profile_predictions_loss: 164.6808 - logcount_predictions_loss: 0.3667 428/2213 [====>.........................] - ETA: 4:08 - loss: 166.0004 - logits_profile_predictions_loss: 164.6804 - logcount_predictions_loss: 0.3667 429/2213 [====>.........................] - ETA: 4:08 - loss: 165.9999 - 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logits_profile_predictions_loss: 164.1734 - logcount_predictions_loss: 0.3603 324/2213 [===>..........................] - ETA: 4:22 - loss: 165.4700 - logits_profile_predictions_loss: 164.1727 - logcount_predictions_loss: 0.3604 325/2213 [===>..........................] - ETA: 4:22 - loss: 165.4692 - logits_profile_predictions_loss: 164.1718 - logcount_predictions_loss: 0.3604 326/2213 [===>..........................] - ETA: 4:22 - loss: 165.4683 - logits_profile_predictions_loss: 164.1710 - logcount_predictions_loss: 0.3604 327/2213 [===>..........................] - ETA: 4:22 - loss: 165.4675 - logits_profile_predictions_loss: 164.1700 - logcount_predictions_loss: 0.3604 328/2213 [===>..........................] - ETA: 4:22 - loss: 165.4664 - logits_profile_predictions_loss: 164.1690 - logcount_predictions_loss: 0.3604 329/2213 [===>..........................] - ETA: 4:21 - loss: 165.4655 - logits_profile_predictions_loss: 164.1680 - logcount_predictions_loss: 0.3604 330/2213 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[===>..........................] - ETA: 4:19 - loss: 165.4456 - logits_profile_predictions_loss: 164.1477 - logcount_predictions_loss: 0.3605 344/2213 [===>..........................] - ETA: 4:19 - loss: 165.4437 - logits_profile_predictions_loss: 164.1458 - logcount_predictions_loss: 0.3605 345/2213 [===>..........................] - ETA: 4:19 - loss: 165.4417 - logits_profile_predictions_loss: 164.1438 - logcount_predictions_loss: 0.3605 346/2213 [===>..........................] - ETA: 4:19 - loss: 165.4399 - logits_profile_predictions_loss: 164.1419 - logcount_predictions_loss: 0.3606 347/2213 [===>..........................] - ETA: 4:19 - loss: 165.4384 - logits_profile_predictions_loss: 164.1403 - logcount_predictions_loss: 0.3606 348/2213 [===>..........................] - ETA: 4:19 - loss: 165.4367 - logits_profile_predictions_loss: 164.1387 - logcount_predictions_loss: 0.3606 349/2213 [===>..........................] - ETA: 4:19 - loss: 165.4351 - 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[===>..........................] - ETA: 4:18 - loss: 165.4224 - logits_profile_predictions_loss: 164.1241 - logcount_predictions_loss: 0.3606 357/2213 [===>..........................] - ETA: 4:18 - loss: 165.4206 - logits_profile_predictions_loss: 164.1223 - logcount_predictions_loss: 0.3606 358/2213 [===>..........................] - ETA: 4:17 - loss: 165.4189 - logits_profile_predictions_loss: 164.1205 - logcount_predictions_loss: 0.3606 359/2213 [===>..........................] - ETA: 4:17 - loss: 165.4171 - logits_profile_predictions_loss: 164.1188 - logcount_predictions_loss: 0.3606 360/2213 [===>..........................] - ETA: 4:17 - loss: 165.4154 - logits_profile_predictions_loss: 164.1170 - logcount_predictions_loss: 0.3607 361/2213 [===>..........................] - ETA: 4:17 - loss: 165.4137 - logits_profile_predictions_loss: 164.1153 - logcount_predictions_loss: 0.3607 362/2213 [===>..........................] - ETA: 4:17 - loss: 165.4119 - 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[====>.........................] - ETA: 4:16 - loss: 165.4011 - logits_profile_predictions_loss: 164.1025 - logcount_predictions_loss: 0.3607 370/2213 [====>.........................] - ETA: 4:16 - loss: 165.3996 - logits_profile_predictions_loss: 164.1010 - logcount_predictions_loss: 0.3607 371/2213 [====>.........................] - ETA: 4:16 - loss: 165.3980 - logits_profile_predictions_loss: 164.0995 - logcount_predictions_loss: 0.3607 372/2213 [====>.........................] - ETA: 4:16 - loss: 165.3966 - logits_profile_predictions_loss: 164.0980 - logcount_predictions_loss: 0.3607 373/2213 [====>.........................] - ETA: 4:15 - loss: 165.3950 - logits_profile_predictions_loss: 164.0964 - logcount_predictions_loss: 0.3607 374/2213 [====>.........................] - ETA: 4:15 - loss: 165.3935 - logits_profile_predictions_loss: 164.0949 - logcount_predictions_loss: 0.3607 375/2213 [====>.........................] - ETA: 4:15 - loss: 165.3921 - 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[====>.........................] - ETA: 4:12 - loss: 165.3687 - logits_profile_predictions_loss: 164.0696 - logcount_predictions_loss: 0.3609 396/2213 [====>.........................] - ETA: 4:12 - loss: 165.3675 - logits_profile_predictions_loss: 164.0684 - logcount_predictions_loss: 0.3609 397/2213 [====>.........................] - ETA: 4:12 - loss: 165.3664 - logits_profile_predictions_loss: 164.0672 - logcount_predictions_loss: 0.3609 398/2213 [====>.........................] - ETA: 4:12 - loss: 165.3651 - logits_profile_predictions_loss: 164.0660 - logcount_predictions_loss: 0.3609 399/2213 [====>.........................] - ETA: 4:12 - loss: 165.3640 - logits_profile_predictions_loss: 164.0648 - logcount_predictions_loss: 0.3609 400/2213 [====>.........................] - ETA: 4:12 - loss: 165.3630 - logits_profile_predictions_loss: 164.0638 - logcount_predictions_loss: 0.3609 401/2213 [====>.........................] - ETA: 4:11 - loss: 165.3619 - 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[====>.........................] - ETA: 4:11 - loss: 165.3542 - logits_profile_predictions_loss: 164.0549 - logcount_predictions_loss: 0.3609 409/2213 [====>.........................] - ETA: 4:10 - loss: 165.3532 - logits_profile_predictions_loss: 164.0539 - logcount_predictions_loss: 0.3609 410/2213 [====>.........................] - ETA: 4:10 - loss: 165.3522 - logits_profile_predictions_loss: 164.0528 - logcount_predictions_loss: 0.3609 411/2213 [====>.........................] - ETA: 4:10 - loss: 165.3510 - logits_profile_predictions_loss: 164.0517 - logcount_predictions_loss: 0.3609 412/2213 [====>.........................] - ETA: 4:10 - loss: 165.3499 - logits_profile_predictions_loss: 164.0505 - logcount_predictions_loss: 0.3609 413/2213 [====>.........................] - ETA: 4:10 - loss: 165.3488 - logits_profile_predictions_loss: 164.0495 - logcount_predictions_loss: 0.3609 414/2213 [====>.........................] - ETA: 4:10 - loss: 165.3478 - 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[====>.........................] - ETA: 4:09 - loss: 165.3405 - logits_profile_predictions_loss: 164.0411 - logcount_predictions_loss: 0.3610 422/2213 [====>.........................] - ETA: 4:09 - loss: 165.3395 - logits_profile_predictions_loss: 164.0400 - logcount_predictions_loss: 0.3610 423/2213 [====>.........................] - ETA: 4:08 - loss: 165.3384 - logits_profile_predictions_loss: 164.0389 - logcount_predictions_loss: 0.3610 424/2213 [====>.........................] - ETA: 4:08 - loss: 165.3373 - logits_profile_predictions_loss: 164.0378 - logcount_predictions_loss: 0.3610 425/2213 [====>.........................] - ETA: 4:08 - loss: 165.3361 - logits_profile_predictions_loss: 164.0366 - logcount_predictions_loss: 0.3610 426/2213 [====>.........................] - ETA: 4:08 - loss: 165.3349 - logits_profile_predictions_loss: 164.0354 - logcount_predictions_loss: 0.3610 427/2213 [====>.........................] - ETA: 4:08 - loss: 165.3337 - 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[====>.........................] - ETA: 4:07 - loss: 165.3254 - logits_profile_predictions_loss: 164.0259 - logcount_predictions_loss: 0.3610 435/2213 [====>.........................] - ETA: 4:07 - loss: 165.3242 - logits_profile_predictions_loss: 164.0246 - logcount_predictions_loss: 0.3610 436/2213 [====>.........................] - ETA: 4:07 - loss: 165.3230 - logits_profile_predictions_loss: 164.0234 - logcount_predictions_loss: 0.3610 437/2213 [====>.........................] - ETA: 4:06 - loss: 165.3218 - logits_profile_predictions_loss: 164.0222 - logcount_predictions_loss: 0.3610 438/2213 [====>.........................] - ETA: 4:06 - loss: 165.3207 - logits_profile_predictions_loss: 164.0211 - logcount_predictions_loss: 0.3610 439/2213 [====>.........................] - ETA: 4:06 - loss: 165.3198 - logits_profile_predictions_loss: 164.0202 - logcount_predictions_loss: 0.3610 440/2213 [====>.........................] - ETA: 4:06 - loss: 165.3190 - 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[..............................] - ETA: 5:02 - loss: 157.7912 - logits_profile_predictions_loss: 156.6242 - logcount_predictions_loss: 0.3242 46/2213 [..............................] - ETA: 5:02 - loss: 157.8752 - logits_profile_predictions_loss: 156.7082 - logcount_predictions_loss: 0.3242 47/2213 [..............................] - ETA: 5:01 - loss: 157.9646 - logits_profile_predictions_loss: 156.7974 - logcount_predictions_loss: 0.3242 48/2213 [..............................] - ETA: 5:01 - loss: 158.0386 - logits_profile_predictions_loss: 156.8713 - logcount_predictions_loss: 0.3242 49/2213 [..............................] - ETA: 5:01 - loss: 158.1060 - logits_profile_predictions_loss: 156.9388 - logcount_predictions_loss: 0.3242 50/2213 [..............................] - ETA: 5:01 - loss: 158.1812 - logits_profile_predictions_loss: 157.0141 - logcount_predictions_loss: 0.3242 51/2213 [..............................] - ETA: 5:01 - loss: 158.2563 - logits_profile_predictions_loss: 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[..............................] - ETA: 5:08 - loss: 167.0901 - logits_profile_predictions_loss: 165.8529 - logcount_predictions_loss: 0.3437 4/2213 [..............................] - ETA: 5:07 - loss: 166.1882 - logits_profile_predictions_loss: 164.9569 - logcount_predictions_loss: 0.3420 5/2213 [..............................] - ETA: 5:07 - loss: 165.4476 - logits_profile_predictions_loss: 164.2162 - logcount_predictions_loss: 0.3420 6/2213 [..............................] - ETA: 5:07 - loss: 164.8738 - logits_profile_predictions_loss: 163.6477 - logcount_predictions_loss: 0.3406 7/2213 [..............................] - ETA: 5:07 - loss: 164.9885 - logits_profile_predictions_loss: 163.7729 - logcount_predictions_loss: 0.3377 8/2213 [..............................] - ETA: 5:07 - loss: 164.7653 - logits_profile_predictions_loss: 163.5612 - logcount_predictions_loss: 0.3344 9/2213 [..............................] - ETA: 5:06 - loss: 164.8307 - logits_profile_predictions_loss: 163.6385 - logcount_predictions_loss: 0.3312 10/2213 [..............................] - ETA: 5:06 - loss: 164.9695 - logits_profile_predictions_loss: 163.7884 - logcount_predictions_loss: 0.3281 11/2213 [..............................] - ETA: 5:06 - loss: 164.9787 - logits_profile_predictions_loss: 163.8093 - logcount_predictions_loss: 0.3248 12/2213 [..............................] - ETA: 5:06 - loss: 164.8132 - logits_profile_predictions_loss: 163.6534 - logcount_predictions_loss: 0.3222 13/2213 [..............................] - ETA: 5:06 - loss: 164.6678 - logits_profile_predictions_loss: 163.5163 - logcount_predictions_loss: 0.3198 14/2213 [..............................] - ETA: 5:06 - loss: 164.5918 - logits_profile_predictions_loss: 163.4458 - logcount_predictions_loss: 0.3183 15/2213 [..............................] - ETA: 5:06 - loss: 164.5095 - logits_profile_predictions_loss: 163.3675 - logcount_predictions_loss: 0.3172 16/2213 [..............................] - ETA: 5:05 - loss: 164.4582 - logits_profile_predictions_loss: 163.3190 - logcount_predictions_loss: 0.3164 17/2213 [..............................] - ETA: 5:05 - loss: 164.4025 - logits_profile_predictions_loss: 163.2662 - logcount_predictions_loss: 0.3157 18/2213 [..............................] - ETA: 5:05 - loss: 164.2938 - logits_profile_predictions_loss: 163.1603 - logcount_predictions_loss: 0.3149 19/2213 [..............................] - ETA: 5:05 - loss: 164.2077 - logits_profile_predictions_loss: 163.0772 - logcount_predictions_loss: 0.3140 20/2213 [..............................] - ETA: 5:05 - loss: 164.1484 - logits_profile_predictions_loss: 163.0214 - logcount_predictions_loss: 0.3131 21/2213 [..............................] - ETA: 5:05 - loss: 164.1107 - logits_profile_predictions_loss: 162.9866 - logcount_predictions_loss: 0.3122 22/2213 [..............................] - ETA: 5:04 - loss: 164.0632 - logits_profile_predictions_loss: 162.9412 - logcount_predictions_loss: 0.3116 23/2213 [..............................] - ETA: 5:04 - loss: 164.0691 - logits_profile_predictions_loss: 162.9496 - logcount_predictions_loss: 0.3110 24/2213 [..............................] - ETA: 5:04 - loss: 164.0493 - logits_profile_predictions_loss: 162.9320 - logcount_predictions_loss: 0.3104 25/2213 [..............................] - ETA: 5:04 - loss: 164.0327 - logits_profile_predictions_loss: 162.9178 - logcount_predictions_loss: 0.3097 26/2213 [..............................] - ETA: 5:04 - loss: 164.0154 - logits_profile_predictions_loss: 162.9032 - logcount_predictions_loss: 0.3089 27/2213 [..............................] - ETA: 5:04 - loss: 164.0144 - logits_profile_predictions_loss: 162.9044 - logcount_predictions_loss: 0.3083 28/2213 [..............................] - ETA: 5:03 - loss: 164.0062 - logits_profile_predictions_loss: 162.8984 - logcount_predictions_loss: 0.3077 29/2213 [..............................] - ETA: 5:03 - loss: 164.0050 - logits_profile_predictions_loss: 162.8991 - logcount_predictions_loss: 0.3072 30/2213 [..............................] - ETA: 5:03 - loss: 163.9986 - logits_profile_predictions_loss: 162.8943 - logcount_predictions_loss: 0.3068 31/2213 [..............................] - ETA: 5:03 - loss: 163.9903 - logits_profile_predictions_loss: 162.8875 - logcount_predictions_loss: 0.3063 32/2213 [..............................] - ETA: 5:03 - loss: 163.9748 - logits_profile_predictions_loss: 162.8735 - logcount_predictions_loss: 0.3059 33/2213 [..............................] - ETA: 5:03 - loss: 163.9745 - logits_profile_predictions_loss: 162.8748 - logcount_predictions_loss: 0.3055 34/2213 [..............................] - ETA: 5:02 - loss: 163.9752 - logits_profile_predictions_loss: 162.8770 - logcount_predictions_loss: 0.3051 35/2213 [..............................] - ETA: 5:02 - loss: 163.9716 - logits_profile_predictions_loss: 162.8749 - logcount_predictions_loss: 0.3046 36/2213 [..............................] - ETA: 5:02 - loss: 163.9556 - logits_profile_predictions_loss: 162.8601 - logcount_predictions_loss: 0.3043 37/2213 [..............................] - ETA: 5:02 - loss: 163.9297 - logits_profile_predictions_loss: 162.8355 - logcount_predictions_loss: 0.3040 38/2213 [..............................] - ETA: 5:02 - loss: 163.9028 - logits_profile_predictions_loss: 162.8098 - logcount_predictions_loss: 0.3036 39/2213 [..............................] - ETA: 5:02 - loss: 163.8628 - logits_profile_predictions_loss: 162.7712 - logcount_predictions_loss: 0.3032 40/2213 [..............................] - ETA: 5:02 - loss: 163.8176 - logits_profile_predictions_loss: 162.7271 - logcount_predictions_loss: 0.3029 41/2213 [..............................] - ETA: 5:01 - loss: 163.7777 - logits_profile_predictions_loss: 162.6880 - logcount_predictions_loss: 0.3027 42/2213 [..............................] - ETA: 5:01 - loss: 163.7327 - logits_profile_predictions_loss: 162.6438 - logcount_predictions_loss: 0.3025 43/2213 [..............................] - ETA: 5:01 - loss: 163.6840 - logits_profile_predictions_loss: 162.5958 - logcount_predictions_loss: 0.3023 44/2213 [..............................] - ETA: 5:01 - loss: 163.6437 - logits_profile_predictions_loss: 162.5560 - logcount_predictions_loss: 0.3021 45/2213 [..............................] - ETA: 5:01 - loss: 163.6205 - logits_profile_predictions_loss: 162.5333 - logcount_predictions_loss: 0.3020 46/2213 [..............................] - ETA: 5:01 - loss: 163.5886 - logits_profile_predictions_loss: 162.5018 - logcount_predictions_loss: 0.3019 47/2213 [..............................] - ETA: 5:01 - loss: 163.5589 - logits_profile_predictions_loss: 162.4723 - logcount_predictions_loss: 0.3018 48/2213 [..............................] - ETA: 5:00 - loss: 163.5326 - logits_profile_predictions_loss: 162.4463 - logcount_predictions_loss: 0.3018 49/2213 [..............................] - ETA: 5:00 - loss: 163.5159 - logits_profile_predictions_loss: 162.4298 - logcount_predictions_loss: 0.3017 50/2213 [..............................] - ETA: 5:00 - loss: 163.4993 - logits_profile_predictions_loss: 162.4134 - logcount_predictions_loss: 0.3016 51/2213 [..............................] - ETA: 5:00 - loss: 163.4776 - logits_profile_predictions_loss: 162.3919 - logcount_predictions_loss: 0.3016 52/2213 [..............................] - ETA: 5:00 - loss: 163.4569 - logits_profile_predictions_loss: 162.3714 - logcount_predictions_loss: 0.3015 53/2213 [..............................] - ETA: 5:00 - loss: 163.4312 - logits_profile_predictions_loss: 162.3459 - logcount_predictions_loss: 0.3015 54/2213 [..............................] - ETA: 5:00 - loss: 163.4015 - logits_profile_predictions_loss: 162.3163 - logcount_predictions_loss: 0.3014 55/2213 [..............................] - ETA: 5:00 - loss: 163.3770 - logits_profile_predictions_loss: 162.2919 - logcount_predictions_loss: 0.3014 56/2213 [..............................] - ETA: 4:59 - loss: 163.3491 - logits_profile_predictions_loss: 162.2641 - logcount_predictions_loss: 0.3014 57/2213 [..............................] - ETA: 4:59 - loss: 163.3307 - logits_profile_predictions_loss: 162.2457 - logcount_predictions_loss: 0.3014 58/2213 [..............................] - ETA: 4:59 - loss: 163.3107 - logits_profile_predictions_loss: 162.2258 - logcount_predictions_loss: 0.3014 59/2213 [..............................] - ETA: 4:59 - loss: 163.2904 - logits_profile_predictions_loss: 162.2054 - logcount_predictions_loss: 0.3014 60/2213 [..............................] - ETA: 4:59 - loss: 163.2710 - logits_profile_predictions_loss: 162.1862 - logcount_predictions_loss: 0.3013 61/2213 [..............................] - ETA: 4:59 - loss: 163.2508 - logits_profile_predictions_loss: 162.1659 - logcount_predictions_loss: 0.3014 62/2213 [..............................] - ETA: 4:58 - loss: 163.2257 - logits_profile_predictions_loss: 162.1405 - logcount_predictions_loss: 0.3014 63/2213 [..............................] - ETA: 4:58 - loss: 163.2038 - logits_profile_predictions_loss: 162.1184 - logcount_predictions_loss: 0.3015 64/2213 [..............................] - ETA: 4:58 - loss: 163.1849 - logits_profile_predictions_loss: 162.0993 - logcount_predictions_loss: 0.3015 65/2213 [..............................] - ETA: 4:58 - loss: 163.1675 - logits_profile_predictions_loss: 162.0817 - logcount_predictions_loss: 0.3016 66/2213 [..............................] - ETA: 4:58 - loss: 163.1527 - logits_profile_predictions_loss: 162.0667 - logcount_predictions_loss: 0.3017 67/2213 [..............................] - ETA: 4:58 - loss: 163.1399 - logits_profile_predictions_loss: 162.0537 - logcount_predictions_loss: 0.3017 68/2213 [..............................] - ETA: 4:58 - loss: 163.1235 - logits_profile_predictions_loss: 162.0370 - logcount_predictions_loss: 0.3018 69/2213 [..............................] - ETA: 4:57 - loss: 163.1029 - logits_profile_predictions_loss: 162.0163 - logcount_predictions_loss: 0.3018 70/2213 [..............................] - ETA: 4:57 - loss: 163.0860 - logits_profile_predictions_loss: 161.9992 - logcount_predictions_loss: 0.3019 71/2213 [..............................] - ETA: 4:57 - loss: 163.0675 - logits_profile_predictions_loss: 161.9805 - logcount_predictions_loss: 0.3019 72/2213 [..............................] - ETA: 4:57 - loss: 163.0469 - logits_profile_predictions_loss: 161.9597 - logcount_predictions_loss: 0.3020 73/2213 [..............................] - ETA: 4:57 - loss: 163.0246 - logits_profile_predictions_loss: 161.9372 - logcount_predictions_loss: 0.3021 74/2213 [>.............................] - ETA: 4:57 - loss: 163.0074 - logits_profile_predictions_loss: 161.9198 - logcount_predictions_loss: 0.3021 75/2213 [>.............................] - ETA: 4:57 - loss: 162.9919 - logits_profile_predictions_loss: 161.9041 - logcount_predictions_loss: 0.3022 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[============================>.] - ETA: 5s - loss: 161.8546 - logits_profile_predictions_loss: 160.7545 - logcount_predictions_loss: 0.3055 2171/2213 [============================>.] - ETA: 5s - loss: 161.8547 - logits_profile_predictions_loss: 160.7547 - logcount_predictions_loss: 0.3055 2172/2213 [============================>.] - ETA: 5s - loss: 161.8548 - logits_profile_predictions_loss: 160.7548 - logcount_predictions_loss: 0.3055 2173/2213 [============================>.] - ETA: 5s - loss: 161.8550 - logits_profile_predictions_loss: 160.7549 - logcount_predictions_loss: 0.3055 2174/2213 [============================>.] - ETA: 5s - loss: 161.8551 - logits_profile_predictions_loss: 160.7551 - logcount_predictions_loss: 0.3055 2175/2213 [============================>.] - ETA: 5s - loss: 161.8553 - logits_profile_predictions_loss: 160.7552 - logcount_predictions_loss: 0.3055 2176/2213 [============================>.] - ETA: 5s - loss: 161.8554 - logits_profile_predictions_loss: 160.7554 - logcount_predictions_loss: 0.3055 2177/2213 [============================>.] - ETA: 5s - loss: 161.8555 - logits_profile_predictions_loss: 160.7555 - logcount_predictions_loss: 0.3055 2178/2213 [============================>.] - ETA: 4s - loss: 161.8557 - logits_profile_predictions_loss: 160.7556 - logcount_predictions_loss: 0.3055 2179/2213 [============================>.] - ETA: 4s - loss: 161.8558 - logits_profile_predictions_loss: 160.7558 - logcount_predictions_loss: 0.3055 2180/2213 [============================>.] - ETA: 4s - loss: 161.8560 - logits_profile_predictions_loss: 160.7559 - logcount_predictions_loss: 0.3055 2181/2213 [============================>.] - ETA: 4s - loss: 161.8561 - logits_profile_predictions_loss: 160.7561 - logcount_predictions_loss: 0.3055 2182/2213 [============================>.] - ETA: 4s - loss: 161.8563 - logits_profile_predictions_loss: 160.7562 - logcount_predictions_loss: 0.3055 2183/2213 [============================>.] - ETA: 4s - loss: 161.8564 - logits_profile_predictions_loss: 160.7564 - logcount_predictions_loss: 0.3055 2184/2213 [============================>.] - ETA: 4s - loss: 161.8565 - logits_profile_predictions_loss: 160.7565 - logcount_predictions_loss: 0.3055 2185/2213 [============================>.] - ETA: 3s - loss: 161.8567 - logits_profile_predictions_loss: 160.7567 - logcount_predictions_loss: 0.3055 2186/2213 [============================>.] - ETA: 3s - loss: 161.8568 - logits_profile_predictions_loss: 160.7568 - logcount_predictions_loss: 0.3055 2187/2213 [============================>.] - ETA: 3s - loss: 161.8570 - logits_profile_predictions_loss: 160.7570 - logcount_predictions_loss: 0.3055 2188/2213 [============================>.] - ETA: 3s - loss: 161.8572 - logits_profile_predictions_loss: 160.7571 - logcount_predictions_loss: 0.3055 2189/2213 [============================>.] - ETA: 3s - loss: 161.8573 - logits_profile_predictions_loss: 160.7573 - logcount_predictions_loss: 0.3055 2190/2213 [============================>.] - ETA: 3s - loss: 161.8575 - logits_profile_predictions_loss: 160.7574 - logcount_predictions_loss: 0.3055 2191/2213 [============================>.] - ETA: 3s - loss: 161.8576 - logits_profile_predictions_loss: 160.7576 - logcount_predictions_loss: 0.3055 2192/2213 [============================>.] - ETA: 2s - loss: 161.8578 - logits_profile_predictions_loss: 160.7577 - logcount_predictions_loss: 0.3055 2193/2213 [============================>.] - ETA: 2s - loss: 161.8579 - logits_profile_predictions_loss: 160.7579 - logcount_predictions_loss: 0.3055 2194/2213 [============================>.] - ETA: 2s - loss: 161.8581 - logits_profile_predictions_loss: 160.7580 - logcount_predictions_loss: 0.3055 2195/2213 [============================>.] - ETA: 2s - loss: 161.8582 - logits_profile_predictions_loss: 160.7582 - logcount_predictions_loss: 0.3055 2196/2213 [============================>.] - ETA: 2s - loss: 161.8584 - logits_profile_predictions_loss: 160.7583 - logcount_predictions_loss: 0.3055 2197/2213 [============================>.] - ETA: 2s - loss: 161.8585 - logits_profile_predictions_loss: 160.7585 - logcount_predictions_loss: 0.3055 2198/2213 [============================>.] - ETA: 2s - loss: 161.8587 - logits_profile_predictions_loss: 160.7586 - logcount_predictions_loss: 0.3055 2199/2213 [============================>.] - ETA: 1s - loss: 161.8588 - logits_profile_predictions_loss: 160.7588 - logcount_predictions_loss: 0.3055 2200/2213 [============================>.] - ETA: 1s - loss: 161.8590 - logits_profile_predictions_loss: 160.7589 - logcount_predictions_loss: 0.3055 2201/2213 [============================>.] - ETA: 1s - loss: 161.8591 - logits_profile_predictions_loss: 160.7591 - logcount_predictions_loss: 0.3055 2202/2213 [============================>.] - ETA: 1s - loss: 161.8593 - logits_profile_predictions_loss: 160.7593 - logcount_predictions_loss: 0.3055 2203/2213 [============================>.] - ETA: 1s - loss: 161.8594 - logits_profile_predictions_loss: 160.7594 - logcount_predictions_loss: 0.3055 2204/2213 [============================>.] - ETA: 1s - loss: 161.8596 - logits_profile_predictions_loss: 160.7596 - logcount_predictions_loss: 0.3055 2205/2213 [============================>.] - ETA: 1s - loss: 161.8598 - logits_profile_predictions_loss: 160.7597 - logcount_predictions_loss: 0.3055 2206/2213 [============================>.] - ETA: 0s - loss: 161.8599 - logits_profile_predictions_loss: 160.7599 - logcount_predictions_loss: 0.3055 2207/2213 [============================>.] - ETA: 0s - loss: 161.8601 - logits_profile_predictions_loss: 160.7600 - logcount_predictions_loss: 0.3055 2208/2213 [============================>.] - ETA: 0s - loss: 161.8602 - logits_profile_predictions_loss: 160.7602 - logcount_predictions_loss: 0.3055 2209/2213 [============================>.] - ETA: 0s - loss: 161.8604 - logits_profile_predictions_loss: 160.7603 - logcount_predictions_loss: 0.3055 2210/2213 [============================>.] - ETA: 0s - loss: 161.8605 - logits_profile_predictions_loss: 160.7605 - logcount_predictions_loss: 0.3055 2211/2213 [============================>.] - ETA: 0s - loss: 161.8607 - logits_profile_predictions_loss: 160.7607 - logcount_predictions_loss: 0.3055 2212/2213 [============================>.] - ETA: 0s - loss: 161.8609 - logits_profile_predictions_loss: 160.7608 - logcount_predictions_loss: 0.3055 2213/2213 [==============================] - ETA: 0s - loss: 161.8610 - logits_profile_predictions_loss: 160.7610 - logcount_predictions_loss: 0.3055 2213/2213 [==============================] - 325s 147ms/step - loss: 161.8612 - logits_profile_predictions_loss: 160.7611 - logcount_predictions_loss: 0.3055 - val_loss: 185.9539 - val_logits_profile_predictions_loss: 184.5993 - val_logcount_predictions_loss: 0.3762 + +Epoch 00014: val_loss did not improve from 185.46367 +Restoring model weights from the end of the best epoch. +Epoch 00014: early stopping +save model +save model without bias +2022-10-13_11-43-34: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR782SSS//preprocessing/bigWigs/ENCSR782SSS.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(37759, 10) +loading nonpeaks... +got split:test for bed regions:(36421, 10) +0/290 +100/290 +200/290 +2022-10-13_11-47-37: 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//ENCSR782SSS//preprocessing/bigWigs/ENCSR782SSS.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(37759, 10) +loading nonpeaks... +got split:test for bed regions:(36421, 10) +0/290 +100/290 +200/290 +2022-10-13_11-51-17: 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//ENCSR782SSS//preprocessing/bigWigs/ENCSR782SSS.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(37759, 10) +loading nonpeaks... +got split:test for bed regions:(36421, 10) +0/290 +100/290 +200/290 +2022-10-13_11-54-05: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//footprints +2022-10-13_11-54-05: 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/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//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 + 1/32 [..............................] - ETA: 3:25 3/32 [=>............................] - ETA: 9s  4/32 [==>...........................] - ETA: 11s 5/32 [===>..........................] - ETA: 12s 6/32 [====>.........................] - ETA: 13s 7/32 [=====>........................] - ETA: 13s 8/32 [======>.......................] - ETA: 12s 9/32 [=======>......................] - ETA: 12s 10/32 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[===========================>..] - ETA: 1s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - ETA: 0s 32/32 [==============================] - 28s 690ms/step + 1/32 [..............................] - ETA: 0s 2/32 [>.............................] - ETA: 18s 3/32 [=>............................] - ETA: 18s 4/32 [==>...........................] - ETA: 17s 5/32 [===>..........................] - ETA: 16s 6/32 [====>.........................] - ETA: 16s 7/32 [=====>........................] - ETA: 15s 8/32 [======>.......................] - ETA: 14s 9/32 [=======>......................] - ETA: 14s 10/32 [========>.....................] - ETA: 13s 11/32 [=========>....................] - ETA: 13s 12/32 [==========>...................] - ETA: 12s 13/32 [===========>..................] - ETA: 11s 14/32 [============>.................] - ETA: 11s 15/32 [=============>................] - ETA: 10s 16/32 [==============>...............] - ETA: 9s  17/32 [==============>...............] - ETA: 9s 18/32 [===============>..............] - ETA: 8s 19/32 [================>.............] - ETA: 8s 20/32 [=================>............] - ETA: 7s 21/32 [==================>...........] - ETA: 6s 22/32 [===================>..........] - ETA: 6s 23/32 [====================>.........] - ETA: 5s 24/32 [=====================>........] - ETA: 4s 25/32 [======================>.......] - ETA: 4s 26/32 [=======================>......] - ETA: 3s 27/32 [========================>.....] - ETA: 3s 28/32 [=========================>....] - ETA: 2s 29/32 [==========================>...] - ETA: 1s 30/32 [===========================>..] - ETA: 1s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - ETA: 0s 32/32 [==============================] - 20s 629ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/32 [..............................] - ETA: 0s 2/32 [>.............................] - ETA: 18s 3/32 [=>............................] - ETA: 18s 4/32 [==>...........................] - ETA: 17s 5/32 [===>..........................] - ETA: 16s 6/32 [====>.........................] - ETA: 16s 7/32 [=====>........................] - ETA: 15s 8/32 [======>.......................] - ETA: 14s 9/32 [=======>......................] - ETA: 14s 10/32 [========>.....................] - ETA: 13s 11/32 [=========>....................] - ETA: 13s 12/32 [==========>...................] - ETA: 12s 13/32 [===========>..................] - ETA: 11s 14/32 [============>.................] - ETA: 11s 15/32 [=============>................] - ETA: 10s 16/32 [==============>...............] - ETA: 9s  17/32 [==============>...............] - ETA: 9s 18/32 [===============>..............] - ETA: 8s 19/32 [================>.............] - ETA: 8s 20/32 [=================>............] - ETA: 7s 21/32 [==================>...........] - ETA: 6s 22/32 [===================>..........] - ETA: 6s 23/32 [====================>.........] - ETA: 5s 24/32 [=====================>........] - ETA: 4s 25/32 [======================>.......] - ETA: 4s 26/32 [=======================>......] - ETA: 3s 27/32 [========================>.....] - ETA: 3s 28/32 [=========================>....] - ETA: 2s 29/32 [==========================>...] - ETA: 1s 30/32 [===========================>..] - ETA: 1s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - ETA: 0s 32/32 [==============================] - 20s 630ms/step + 1/32 [..............................] - ETA: 0s 2/32 [>.............................] - ETA: 18s 3/32 [=>............................] - ETA: 18s 4/32 [==>...........................] - ETA: 17s 5/32 [===>..........................] - ETA: 16s 6/32 [====>.........................] - ETA: 16s 7/32 [=====>........................] - ETA: 15s 8/32 [======>.......................] - ETA: 14s 9/32 [=======>......................] - ETA: 14s 10/32 [========>.....................] - ETA: 13s 11/32 [=========>....................] - ETA: 13s 12/32 [==========>...................] - ETA: 12s 13/32 [===========>..................] - ETA: 11s 14/32 [============>.................] - ETA: 11s 15/32 [=============>................] - ETA: 10s 16/32 [==============>...............] - ETA: 9s  17/32 [==============>...............] - ETA: 9s 18/32 [===============>..............] - ETA: 8s 19/32 [================>.............] - ETA: 8s 20/32 [=================>............] - ETA: 7s 21/32 [==================>...........] - ETA: 6s 22/32 [===================>..........] - ETA: 6s 23/32 [====================>.........] - ETA: 5s 24/32 [=====================>........] - ETA: 4s 25/32 [======================>.......] - ETA: 4s 26/32 [=======================>......] - ETA: 3s 27/32 [========================>.....] - ETA: 3s 28/32 [=========================>....] - ETA: 2s 29/32 [==========================>...] - ETA: 1s 30/32 [===========================>..] - ETA: 1s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - ETA: 0s 32/32 [==============================] - 20s 630ms/step +Saving marginal footprints +2022-10-13_11-55-51: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//footprints +2022-10-13_11-55-51: 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/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR782SSS//chrombppnet_model_encsr880cub_bias_fold_1//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 + 1/32 [..............................] - ETA: 1:36 3/32 [=>............................] - ETA: 0s  5/32 [===>..........................] - ETA: 1s 7/32 [=====>........................] - ETA: 1s 9/32 [=======>......................] - ETA: 1s 11/32 [=========>....................] - ETA: 0s 13/32 [===========>..................] - ETA: 0s 15/32 [=============>................] - ETA: 0s 17/32 [==============>...............] - ETA: 0s 19/32 [================>.............] - ETA: 0s 20/32 [=================>............] - ETA: 0s 22/32 [===================>..........] - ETA: 0s 23/32 [====================>.........] - ETA: 0s 25/32 [======================>.......] - ETA: 0s 27/32 [========================>.....] - ETA: 0s 29/32 [==========================>...] - ETA: 0s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - ETA: 0s 32/32 [==============================] - 5s 56ms/step + 1/32 [..............................] - ETA: 0s 3/32 [=>............................] - ETA: 1s 5/32 [===>..........................] - ETA: 1s 7/32 [=====>........................] - ETA: 1s 9/32 [=======>......................] - ETA: 1s 11/32 [=========>....................] - ETA: 1s 13/32 [===========>..................] - ETA: 0s 14/32 [============>.................] - ETA: 0s 16/32 [==============>...............] - ETA: 0s 18/32 [===============>..............] - ETA: 0s 20/32 [=================>............] - ETA: 0s 22/32 [===================>..........] - ETA: 0s 24/32 [=====================>........] - ETA: 0s 26/32 [=======================>......] - ETA: 0s 28/32 [=========================>....] - ETA: 0s 30/32 [===========================>..] - ETA: 0s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - 2s 50ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/32 [..............................] - ETA: 0s 3/32 [=>............................] - ETA: 1s 5/32 [===>..........................] - ETA: 1s 7/32 [=====>........................] - ETA: 1s 9/32 [=======>......................] - ETA: 1s 11/32 [=========>....................] - ETA: 1s 13/32 [===========>..................] - ETA: 0s 15/32 [=============>................] - ETA: 0s 17/32 [==============>...............] - ETA: 0s 19/32 [================>.............] - ETA: 0s 21/32 [==================>...........] - ETA: 0s 23/32 [====================>.........] - ETA: 0s 25/32 [======================>.......] - ETA: 0s 27/32 [========================>.....] - ETA: 0s 29/32 [==========================>...] - ETA: 0s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - 2s 50ms/step + 1/32 [..............................] - ETA: 0s 3/32 [=>............................] - ETA: 1s 5/32 [===>..........................] - ETA: 1s 7/32 [=====>........................] - ETA: 1s 9/32 [=======>......................] - ETA: 1s 11/32 [=========>....................] - ETA: 1s 13/32 [===========>..................] - ETA: 0s 15/32 [=============>................] - ETA: 0s 17/32 [==============>...............] - ETA: 0s 19/32 [================>.............] - ETA: 0s 21/32 [==================>...........] - ETA: 0s 23/32 [====================>.........] - ETA: 0s 25/32 [======================>.......] - ETA: 0s 27/32 [========================>.....] - ETA: 0s 29/32 [==========================>...] - ETA: 0s 31/32 [============================>.] - ETA: 0s 32/32 [==============================] - 2s 50ms/step +Saving marginal footprints