diff --git "a/fold_1/logs.models.fold_1.ENCSR502GWQ/logfile.modelling.fold_1.ENCSR502GWQ.stdout_v1.txt" "b/fold_1/logs.models.fold_1.ENCSR502GWQ/logfile.modelling.fold_1.ENCSR502GWQ.stdout_v1.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR502GWQ/logfile.modelling.fold_1.ENCSR502GWQ.stdout_v1.txt" @@ -0,0 +1,441 @@ +2022-10-06_05-37-10: 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//ENCSR502GWQ//preprocessing/bigWigs/ENCSR502GWQ.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR502GWQ//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR502GWQ//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/ENCSR283TME/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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: 148612 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 148612 +Number of peaks input: 38503 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 38503 +Number of non peaks input: 149294 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 149294 +Number of non peaks input: 37820 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 37820 +Number of peaks after removing outliers: 146976 +Number of nonpeaks after removing outliers: 131774 +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 + 1/4118 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ETA: 0s 4050/4118 [============================>.] - ETA: 0s 4059/4118 [============================>.] - ETA: 0s 4068/4118 [============================>.] - ETA: 0s 4077/4118 [============================>.] - ETA: 0s 4085/4118 [============================>.] - ETA: 0s 4093/4118 [============================>.] - ETA: 0s 4101/4118 [============================>.] - ETA: 0s 4109/4118 [============================>.] - ETA: 0s 4117/4118 [============================>.] - ETA: 0s 4118/4118 [==============================] - ETA: 0s 4118/4118 [==============================] - 72s 11ms/step +2022-10-06_05-42-53: 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//ENCSR502GWQ//preprocessing/bigWigs/ENCSR502GWQ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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': '1.8', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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:(129837, 10) +loading nonpeaks... +got split:train for bed regions:(117357, 10) +loading peaks... +got split:valid for bed regions:(17139, 10) +loading nonpeaks... +got split:valid for bed regions:(14417, 10) +Epoch 1/50 + 1/2232 [..............................] - ETA: 118:40:19 - loss: 155.0447 - logits_profile_predictions_loss: 152.3885 - logcount_predictions_loss: 1.4757 2/2232 [..............................] - ETA: 11:41 - loss: 747.0129 - logits_profile_predictions_loss: 169.1827 - logcount_predictions_loss: 321.0168  3/2232 [..............................] - ETA: 11:29 - loss: 817.6212 - logits_profile_predictions_loss: 175.6711 - logcount_predictions_loss: 356.6389 4/2232 [..............................] - ETA: 11:25 - loss: 801.9581 - logits_profile_predictions_loss: 175.8701 - logcount_predictions_loss: 347.8267 5/2232 [..............................] - ETA: 11:23 - loss: 771.4601 - logits_profile_predictions_loss: 177.7992 - logcount_predictions_loss: 329.8116 6/2232 [..............................] - ETA: 11:22 - loss: 737.9232 - logits_profile_predictions_loss: 178.6559 - logcount_predictions_loss: 310.7040 7/2232 [..............................] - ETA: 11:20 - loss: 705.6712 - logits_profile_predictions_loss: 178.8018 - logcount_predictions_loss: 292.7052 8/2232 [..............................] - ETA: 11:18 - loss: 676.2729 - logits_profile_predictions_loss: 178.8323 - logcount_predictions_loss: 276.3559 9/2232 [..............................] - ETA: 11:17 - loss: 649.8522 - logits_profile_predictions_loss: 178.8398 - logcount_predictions_loss: 261.6735 10/2232 [..............................] - ETA: 11:16 - loss: 626.4760 - logits_profile_predictions_loss: 179.1435 - logcount_predictions_loss: 248.5181 11/2232 [..............................] - ETA: 11:15 - loss: 605.2114 - logits_profile_predictions_loss: 179.1579 - logcount_predictions_loss: 236.6964 12/2232 [..............................] - ETA: 11:14 - loss: 586.5733 - logits_profile_predictions_loss: 179.6872 - logcount_predictions_loss: 226.0478 13/2232 [..............................] - ETA: 11:14 - loss: 569.9545 - logits_profile_predictions_loss: 180.4103 - logcount_predictions_loss: 216.4135 14/2232 [..............................] - ETA: 11:13 - loss: 555.1234 - logits_profile_predictions_loss: 181.3371 - logcount_predictions_loss: 207.6590 15/2232 [..............................] - ETA: 11:12 - loss: 541.2333 - logits_profile_predictions_loss: 181.8416 - logcount_predictions_loss: 199.6620 16/2232 [..............................] - ETA: 11:12 - loss: 528.3225 - logits_profile_predictions_loss: 182.1263 - logcount_predictions_loss: 192.3312 17/2232 [..............................] - ETA: 11:11 - loss: 516.6792 - logits_profile_predictions_loss: 182.6142 - logcount_predictions_loss: 185.5917 18/2232 [..............................] - ETA: 11:11 - loss: 505.9028 - logits_profile_predictions_loss: 183.0379 - logcount_predictions_loss: 179.3694 19/2232 [..............................] - ETA: 11:10 - loss: 495.9142 - logits_profile_predictions_loss: 183.4237 - logcount_predictions_loss: 173.6058 20/2232 [..............................] - ETA: 11:10 - loss: 486.5871 - logits_profile_predictions_loss: 183.7368 - logcount_predictions_loss: 168.2502 21/2232 [..............................] - ETA: 11:09 - loss: 477.8512 - logits_profile_predictions_loss: 183.9845 - logcount_predictions_loss: 163.2593 22/2232 [..............................] - ETA: 11:09 - loss: 469.7398 - logits_profile_predictions_loss: 184.2640 - logcount_predictions_loss: 158.5977 23/2232 [..............................] - ETA: 11:08 - loss: 462.1583 - logits_profile_predictions_loss: 184.5416 - logcount_predictions_loss: 154.2315 24/2232 [..............................] - ETA: 11:08 - loss: 454.9618 - logits_profile_predictions_loss: 184.7246 - logcount_predictions_loss: 150.1318 25/2232 [..............................] - ETA: 11:08 - loss: 448.2080 - logits_profile_predictions_loss: 184.9120 - logcount_predictions_loss: 146.2755 26/2232 [..............................] - ETA: 11:07 - loss: 441.7552 - logits_profile_predictions_loss: 185.0042 - logcount_predictions_loss: 142.6394 27/2232 [..............................] - ETA: 11:07 - loss: 435.6845 - logits_profile_predictions_loss: 185.1140 - logcount_predictions_loss: 139.2058 28/2232 [..............................] - ETA: 11:07 - loss: 429.9378 - logits_profile_predictions_loss: 185.2147 - logcount_predictions_loss: 135.9573 29/2232 [..............................] - ETA: 11:06 - loss: 424.5382 - logits_profile_predictions_loss: 185.3559 - logcount_predictions_loss: 132.8791 30/2232 [..............................] - ETA: 11:06 - loss: 419.3591 - logits_profile_predictions_loss: 185.4375 - logcount_predictions_loss: 129.9565 31/2232 [..............................] - ETA: 11:06 - loss: 414.4515 - logits_profile_predictions_loss: 185.5303 - logcount_predictions_loss: 127.1784 32/2232 [..............................] - ETA: 11:06 - loss: 409.7481 - logits_profile_predictions_loss: 185.5880 - logcount_predictions_loss: 124.5334 33/2232 [..............................] - ETA: 11:05 - loss: 405.2130 - logits_profile_predictions_loss: 185.5927 - logcount_predictions_loss: 122.0113 34/2232 [..............................] - ETA: 11:05 - loss: 400.8647 - logits_profile_predictions_loss: 185.5776 - logcount_predictions_loss: 119.6040 35/2232 [..............................] - ETA: 11:04 - loss: 396.7312 - logits_profile_predictions_loss: 185.5844 - logcount_predictions_loss: 117.3038 36/2232 [..............................] - ETA: 11:04 - loss: 392.8015 - logits_profile_predictions_loss: 185.6146 - logcount_predictions_loss: 115.1038 37/2232 [..............................] - ETA: 11:04 - loss: 389.0648 - logits_profile_predictions_loss: 185.6698 - logcount_predictions_loss: 112.9972 38/2232 [..............................] - ETA: 11:03 - loss: 385.4667 - logits_profile_predictions_loss: 185.7073 - logcount_predictions_loss: 110.9774 39/2232 [..............................] - ETA: 11:03 - loss: 382.0034 - logits_profile_predictions_loss: 185.7336 - logcount_predictions_loss: 109.0388 40/2232 [..............................] - ETA: 11:03 - loss: 378.6552 - logits_profile_predictions_loss: 185.7376 - logcount_predictions_loss: 107.1764 41/2232 [..............................] - ETA: 11:02 - loss: 375.4700 - logits_profile_predictions_loss: 185.7743 - logcount_predictions_loss: 105.3865 42/2232 [..............................] - ETA: 11:02 - loss: 372.4291 - logits_profile_predictions_loss: 185.8331 - logcount_predictions_loss: 103.6644 43/2232 [..............................] - ETA: 11:02 - loss: 369.5373 - logits_profile_predictions_loss: 185.9257 - logcount_predictions_loss: 102.0064 44/2232 [..............................] - ETA: 11:02 - loss: 366.7470 - logits_profile_predictions_loss: 186.0119 - logcount_predictions_loss: 100.4084 45/2232 [..............................] - ETA: 11:01 - loss: 364.0565 - logits_profile_predictions_loss: 186.0956 - logcount_predictions_loss: 98.8672  46/2232 [..............................] - ETA: 11:01 - loss: 361.4667 - logits_profile_predictions_loss: 186.1830 - logcount_predictions_loss: 97.3798 47/2232 [..............................] - ETA: 11:01 - loss: 358.9647 - logits_profile_predictions_loss: 186.2671 - logcount_predictions_loss: 95.9431 48/2232 [..............................] - ETA: 11:00 - loss: 356.5306 - logits_profile_predictions_loss: 186.3328 - logcount_predictions_loss: 94.5543 49/2232 [..............................] - ETA: 11:00 - loss: 354.1744 - logits_profile_predictions_loss: 186.3944 - logcount_predictions_loss: 93.2111 50/2232 [..............................] - ETA: 11:00 - loss: 351.8722 - logits_profile_predictions_loss: 186.4326 - logcount_predictions_loss: 91.9109 51/2232 [..............................] - ETA: 10:59 - loss: 349.6359 - logits_profile_predictions_loss: 186.4627 - logcount_predictions_loss: 90.6518 52/2232 [..............................] - ETA: 10:59 - loss: 347.4540 - logits_profile_predictions_loss: 186.4769 - logcount_predictions_loss: 89.4317 53/2232 [..............................] - ETA: 10:59 - loss: 345.3513 - logits_profile_predictions_loss: 186.5029 - logcount_predictions_loss: 88.2491 54/2232 [..............................] - ETA: 10:58 - loss: 343.2904 - logits_profile_predictions_loss: 186.5072 - logcount_predictions_loss: 87.1018 55/2232 [..............................] - ETA: 10:58 - loss: 341.3023 - logits_profile_predictions_loss: 186.5230 - logcount_predictions_loss: 85.9885 56/2232 [..............................] - ETA: 10:58 - loss: 339.3820 - logits_profile_predictions_loss: 186.5481 - logcount_predictions_loss: 84.9077 57/2232 [..............................] - ETA: 10:57 - loss: 337.5130 - logits_profile_predictions_loss: 186.5690 - logcount_predictions_loss: 83.8578 58/2232 [..............................] - ETA: 10:57 - loss: 335.6932 - logits_profile_predictions_loss: 186.5860 - logcount_predictions_loss: 82.8373 59/2232 [..............................] - ETA: 10:57 - loss: 333.9128 - logits_profile_predictions_loss: 186.5919 - logcount_predictions_loss: 81.8450 60/2232 [..............................] - ETA: 10:56 - loss: 332.2115 - logits_profile_predictions_loss: 186.6273 - logcount_predictions_loss: 80.8801 61/2232 [..............................] - ETA: 10:56 - loss: 330.5589 - logits_profile_predictions_loss: 186.6645 - logcount_predictions_loss: 79.9413 62/2232 [..............................] - ETA: 10:56 - loss: 328.9655 - logits_profile_predictions_loss: 186.7157 - logcount_predictions_loss: 79.0277 63/2232 [..............................] - ETA: 10:55 - loss: 327.3988 - logits_profile_predictions_loss: 186.7511 - logcount_predictions_loss: 78.1376 64/2232 [..............................] - ETA: 10:55 - loss: 325.8712 - logits_profile_predictions_loss: 186.7846 - logcount_predictions_loss: 77.2703 65/2232 [..............................] - ETA: 10:55 - loss: 324.3692 - logits_profile_predictions_loss: 186.8045 - logcount_predictions_loss: 76.4248 66/2232 [..............................] - ETA: 10:55 - loss: 322.8994 - logits_profile_predictions_loss: 186.8187 - logcount_predictions_loss: 75.6004 67/2232 [..............................] - ETA: 10:54 - loss: 321.4795 - logits_profile_predictions_loss: 186.8460 - logcount_predictions_loss: 74.7964 68/2232 [..............................] - ETA: 10:54 - loss: 320.0819 - logits_profile_predictions_loss: 186.8608 - logcount_predictions_loss: 74.0117 69/2232 [..............................] - ETA: 10:54 - loss: 318.7228 - logits_profile_predictions_loss: 186.8800 - logcount_predictions_loss: 73.2460 70/2232 [..............................] - ETA: 10:53 - loss: 317.3941 - logits_profile_predictions_loss: 186.8971 - logcount_predictions_loss: 72.4983 71/2232 [..............................] - ETA: 10:53 - loss: 316.0955 - logits_profile_predictions_loss: 186.9128 - logcount_predictions_loss: 71.7681 72/2232 [..............................] - ETA: 10:53 - loss: 314.8218 - logits_profile_predictions_loss: 186.9234 - logcount_predictions_loss: 71.0547 73/2232 [..............................] - ETA: 10:53 - loss: 313.5934 - logits_profile_predictions_loss: 186.9496 - logcount_predictions_loss: 70.3577 74/2232 [..............................] - ETA: 10:52 - loss: 312.3901 - logits_profile_predictions_loss: 186.9729 - logcount_predictions_loss: 69.6762 75/2232 [>.............................] - ETA: 10:52 - loss: 311.2129 - logits_profile_predictions_loss: 186.9951 - logcount_predictions_loss: 69.0099 76/2232 [>.............................] - ETA: 10:52 - loss: 310.0540 - logits_profile_predictions_loss: 187.0094 - logcount_predictions_loss: 68.3581 77/2232 [>.............................] - ETA: 10:51 - loss: 308.9105 - logits_profile_predictions_loss: 187.0142 - logcount_predictions_loss: 67.7202 78/2232 [>.............................] - ETA: 10:51 - loss: 307.8101 - logits_profile_predictions_loss: 187.0369 - logcount_predictions_loss: 67.0962 79/2232 [>.............................] - ETA: 10:51 - loss: 306.7303 - logits_profile_predictions_loss: 187.0567 - logcount_predictions_loss: 66.4853 80/2232 [>.............................] - ETA: 10:51 - loss: 305.6673 - logits_profile_predictions_loss: 187.0705 - logcount_predictions_loss: 65.8871 81/2232 [>.............................] - ETA: 10:50 - loss: 304.6221 - logits_profile_predictions_loss: 187.0798 - logcount_predictions_loss: 65.3012 82/2232 [>.............................] - ETA: 10:50 - loss: 303.6064 - logits_profile_predictions_loss: 187.0970 - logcount_predictions_loss: 64.7274 83/2232 [>.............................] - ETA: 10:50 - loss: 302.6121 - logits_profile_predictions_loss: 187.1148 - logcount_predictions_loss: 64.1652 84/2232 [>.............................] - ETA: 10:49 - loss: 301.6478 - logits_profile_predictions_loss: 187.1419 - logcount_predictions_loss: 63.6144 85/2232 [>.............................] - ETA: 10:49 - loss: 300.7076 - logits_profile_predictions_loss: 187.1734 - logcount_predictions_loss: 63.0746 86/2232 [>.............................] - ETA: 10:49 - loss: 299.7894 - logits_profile_predictions_loss: 187.2079 - logcount_predictions_loss: 62.5453 87/2232 [>.............................] - ETA: 10:49 - loss: 298.8888 - 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[>.............................] - ETA: 10:47 - loss: 293.0693 - logits_profile_predictions_loss: 187.4903 - logcount_predictions_loss: 58.6550 95/2232 [>.............................] - ETA: 10:46 - loss: 292.2995 - logits_profile_predictions_loss: 187.5256 - logcount_predictions_loss: 58.2077 96/2232 [>.............................] - ETA: 10:46 - loss: 291.5482 - logits_profile_predictions_loss: 187.5651 - logcount_predictions_loss: 57.7684 97/2232 [>.............................] - ETA: 10:46 - loss: 290.8147 - logits_profile_predictions_loss: 187.6086 - logcount_predictions_loss: 57.3368 98/2232 [>.............................] - ETA: 10:45 - loss: 290.0936 - logits_profile_predictions_loss: 187.6510 - logcount_predictions_loss: 56.9126 99/2232 [>.............................] - ETA: 10:45 - loss: 289.3801 - logits_profile_predictions_loss: 187.6880 - logcount_predictions_loss: 56.4956 100/2232 [>.............................] - ETA: 10:45 - loss: 288.6840 - 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logits_profile_predictions_loss: 189.2311 - logcount_predictions_loss: 41.3431 153/2232 [=>............................] - ETA: 10:29 - loss: 263.3185 - logits_profile_predictions_loss: 189.2565 - logcount_predictions_loss: 41.1456 154/2232 [=>............................] - ETA: 10:29 - loss: 262.9891 - logits_profile_predictions_loss: 189.2788 - logcount_predictions_loss: 40.9502 155/2232 [=>............................] - ETA: 10:29 - loss: 262.6646 - logits_profile_predictions_loss: 189.3019 - logcount_predictions_loss: 40.7571 156/2232 [=>............................] - ETA: 10:29 - loss: 262.3445 - logits_profile_predictions_loss: 189.3255 - logcount_predictions_loss: 40.5661 157/2232 [=>............................] - ETA: 10:28 - loss: 262.0270 - logits_profile_predictions_loss: 189.3480 - logcount_predictions_loss: 40.3772 158/2232 [=>............................] - ETA: 10:28 - loss: 261.7091 - logits_profile_predictions_loss: 189.3666 - logcount_predictions_loss: 40.1903 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logits_profile_predictions_loss: 190.8717 - logcount_predictions_loss: 23.3315 335/2232 [===>..........................] - ETA: 9:36 - loss: 232.7801 - logits_profile_predictions_loss: 190.8734 - logcount_predictions_loss: 23.2815 336/2232 [===>..........................] - ETA: 9:36 - loss: 232.6930 - logits_profile_predictions_loss: 190.8758 - logcount_predictions_loss: 23.2317 337/2232 [===>..........................] - ETA: 9:36 - loss: 232.6062 - logits_profile_predictions_loss: 190.8781 - logcount_predictions_loss: 23.1823 338/2232 [===>..........................] - ETA: 9:35 - loss: 232.5198 - logits_profile_predictions_loss: 190.8804 - logcount_predictions_loss: 23.1330 339/2232 [===>..........................] - ETA: 9:35 - loss: 232.4340 - logits_profile_predictions_loss: 190.8826 - logcount_predictions_loss: 23.0841 340/2232 [===>..........................] - ETA: 9:35 - loss: 232.3483 - logits_profile_predictions_loss: 190.8847 - logcount_predictions_loss: 23.0354 341/2232 [===>..........................] - ETA: 9:34 - loss: 232.2633 - logits_profile_predictions_loss: 190.8868 - logcount_predictions_loss: 22.9869 342/2232 [===>..........................] - ETA: 9:34 - loss: 232.1786 - logits_profile_predictions_loss: 190.8889 - logcount_predictions_loss: 22.9387 343/2232 [===>..........................] - ETA: 9:34 - loss: 232.0951 - logits_profile_predictions_loss: 190.8917 - logcount_predictions_loss: 22.8907 344/2232 [===>..........................] - ETA: 9:33 - loss: 232.0115 - logits_profile_predictions_loss: 190.8940 - logcount_predictions_loss: 22.8430 345/2232 [===>..........................] - ETA: 9:33 - loss: 231.9283 - logits_profile_predictions_loss: 190.8962 - logcount_predictions_loss: 22.7956 346/2232 [===>..........................] - ETA: 9:33 - loss: 231.8449 - logits_profile_predictions_loss: 190.8979 - logcount_predictions_loss: 22.7483 347/2232 [===>..........................] - ETA: 9:33 - loss: 231.7622 - logits_profile_predictions_loss: 190.8998 - logcount_predictions_loss: 22.7013 348/2232 [===>..........................] - ETA: 9:32 - loss: 231.6793 - logits_profile_predictions_loss: 190.9010 - logcount_predictions_loss: 22.6546 349/2232 [===>..........................] - ETA: 9:32 - loss: 231.5969 - logits_profile_predictions_loss: 190.9024 - logcount_predictions_loss: 22.6081 350/2232 [===>..........................] - ETA: 9:32 - loss: 231.5150 - logits_profile_predictions_loss: 190.9037 - logcount_predictions_loss: 22.5618 351/2232 [===>..........................] - ETA: 9:31 - loss: 231.4330 - logits_profile_predictions_loss: 190.9047 - logcount_predictions_loss: 22.5157 352/2232 [===>..........................] - ETA: 9:31 - loss: 231.3512 - logits_profile_predictions_loss: 190.9054 - logcount_predictions_loss: 22.4699 353/2232 [===>..........................] - ETA: 9:31 - loss: 231.2699 - logits_profile_predictions_loss: 190.9062 - logcount_predictions_loss: 22.4243 354/2232 [===>..........................] - ETA: 9:31 - loss: 231.1891 - logits_profile_predictions_loss: 190.9070 - logcount_predictions_loss: 22.3789 355/2232 [===>..........................] - ETA: 9:30 - loss: 231.1085 - logits_profile_predictions_loss: 190.9077 - logcount_predictions_loss: 22.3338 356/2232 [===>..........................] - ETA: 9:30 - loss: 231.0283 - logits_profile_predictions_loss: 190.9083 - logcount_predictions_loss: 22.2888 357/2232 [===>..........................] - ETA: 9:30 - loss: 230.9482 - logits_profile_predictions_loss: 190.9087 - logcount_predictions_loss: 22.2441 358/2232 [===>..........................] - ETA: 9:29 - loss: 230.8683 - logits_profile_predictions_loss: 190.9089 - logcount_predictions_loss: 22.1997 359/2232 [===>..........................] - ETA: 9:29 - loss: 230.7892 - logits_profile_predictions_loss: 190.9095 - logcount_predictions_loss: 22.1554 360/2232 [===>..........................] - ETA: 9:29 - loss: 230.7107 - 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[====>.........................] - ETA: 9:15 - loss: 227.3860 - logits_profile_predictions_loss: 190.8563 - logcount_predictions_loss: 20.2943 407/2232 [====>.........................] - ETA: 9:15 - loss: 227.3197 - logits_profile_predictions_loss: 190.8538 - logcount_predictions_loss: 20.2588 408/2232 [====>.........................] - ETA: 9:15 - loss: 227.2534 - logits_profile_predictions_loss: 190.8511 - logcount_predictions_loss: 20.2235 409/2232 [====>.........................] - ETA: 9:14 - loss: 227.1870 - logits_profile_predictions_loss: 190.8479 - logcount_predictions_loss: 20.1884 410/2232 [====>.........................] - ETA: 9:14 - loss: 227.1209 - logits_profile_predictions_loss: 190.8448 - logcount_predictions_loss: 20.1534 411/2232 [====>.........................] - ETA: 9:14 - loss: 227.0550 - logits_profile_predictions_loss: 190.8417 - logcount_predictions_loss: 20.1185 412/2232 [====>.........................] - ETA: 9:13 - loss: 226.9893 - 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[====>.........................] - ETA: 9:07 - loss: 225.7290 - logits_profile_predictions_loss: 190.7736 - logcount_predictions_loss: 19.4197 433/2232 [====>.........................] - ETA: 9:07 - loss: 225.6687 - logits_profile_predictions_loss: 190.7704 - logcount_predictions_loss: 19.3879 434/2232 [====>.........................] - ETA: 9:07 - loss: 225.6086 - logits_profile_predictions_loss: 190.7673 - logcount_predictions_loss: 19.3563 435/2232 [====>.........................] - ETA: 9:07 - loss: 225.5491 - logits_profile_predictions_loss: 190.7645 - logcount_predictions_loss: 19.3248 436/2232 [====>.........................] - ETA: 9:06 - loss: 225.4899 - logits_profile_predictions_loss: 190.7618 - logcount_predictions_loss: 19.2934 437/2232 [====>.........................] - ETA: 9:06 - loss: 225.4310 - logits_profile_predictions_loss: 190.7591 - logcount_predictions_loss: 19.2621 438/2232 [====>.........................] - ETA: 9:06 - loss: 225.3724 - 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[====>.........................] - ETA: 9:04 - loss: 224.9696 - logits_profile_predictions_loss: 190.7396 - logcount_predictions_loss: 19.0167 446/2232 [====>.........................] - ETA: 9:03 - loss: 224.9131 - logits_profile_predictions_loss: 190.7373 - logcount_predictions_loss: 18.9865 447/2232 [=====>........................] - ETA: 9:03 - loss: 224.8567 - logits_profile_predictions_loss: 190.7350 - logcount_predictions_loss: 18.9565 448/2232 [=====>........................] - ETA: 9:03 - loss: 224.8002 - logits_profile_predictions_loss: 190.7323 - logcount_predictions_loss: 18.9266 449/2232 [=====>........................] - ETA: 9:02 - loss: 224.7443 - logits_profile_predictions_loss: 190.7300 - logcount_predictions_loss: 18.8968 450/2232 [=====>........................] - ETA: 9:02 - loss: 224.6888 - logits_profile_predictions_loss: 190.7278 - logcount_predictions_loss: 18.8672 451/2232 [=====>........................] - ETA: 9:02 - loss: 224.6336 - 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[=====>........................] - ETA: 9:00 - loss: 224.2536 - logits_profile_predictions_loss: 190.7122 - logcount_predictions_loss: 18.6341 459/2232 [=====>........................] - ETA: 8:59 - loss: 224.2000 - logits_profile_predictions_loss: 190.7101 - logcount_predictions_loss: 18.6055 460/2232 [=====>........................] - ETA: 8:59 - loss: 224.1465 - logits_profile_predictions_loss: 190.7080 - logcount_predictions_loss: 18.5770 461/2232 [=====>........................] - ETA: 8:59 - loss: 224.0931 - logits_profile_predictions_loss: 190.7057 - logcount_predictions_loss: 18.5486 462/2232 [=====>........................] - ETA: 8:59 - loss: 224.0396 - logits_profile_predictions_loss: 190.7032 - logcount_predictions_loss: 18.5202 463/2232 [=====>........................] - ETA: 8:58 - loss: 223.9863 - logits_profile_predictions_loss: 190.7006 - logcount_predictions_loss: 18.4920 464/2232 [=====>........................] - ETA: 8:58 - loss: 223.9332 - 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[=====>........................] - ETA: 8:56 - loss: 223.5679 - logits_profile_predictions_loss: 190.6814 - logcount_predictions_loss: 18.2703 472/2232 [=====>........................] - ETA: 8:56 - loss: 223.5167 - logits_profile_predictions_loss: 190.6793 - logcount_predictions_loss: 18.2430 473/2232 [=====>........................] - ETA: 8:55 - loss: 223.4659 - logits_profile_predictions_loss: 190.6773 - logcount_predictions_loss: 18.2159 474/2232 [=====>........................] - ETA: 8:55 - loss: 223.4152 - logits_profile_predictions_loss: 190.6753 - logcount_predictions_loss: 18.1889 475/2232 [=====>........................] - ETA: 8:55 - loss: 223.3646 - logits_profile_predictions_loss: 190.6732 - logcount_predictions_loss: 18.1619 476/2232 [=====>........................] - ETA: 8:54 - loss: 223.3141 - logits_profile_predictions_loss: 190.6710 - logcount_predictions_loss: 18.1351 477/2232 [=====>........................] - ETA: 8:54 - loss: 223.2641 - 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[=====>........................] - ETA: 8:52 - loss: 222.9169 - logits_profile_predictions_loss: 190.6540 - logcount_predictions_loss: 17.9238 485/2232 [=====>........................] - ETA: 8:52 - loss: 222.8678 - logits_profile_predictions_loss: 190.6517 - logcount_predictions_loss: 17.8979 486/2232 [=====>........................] - ETA: 8:51 - loss: 222.8190 - logits_profile_predictions_loss: 190.6494 - logcount_predictions_loss: 17.8720 487/2232 [=====>........................] - ETA: 8:51 - loss: 222.7702 - logits_profile_predictions_loss: 190.6470 - logcount_predictions_loss: 17.8462 488/2232 [=====>........................] - ETA: 8:51 - loss: 222.7219 - logits_profile_predictions_loss: 190.6450 - logcount_predictions_loss: 17.8205 489/2232 [=====>........................] - ETA: 8:51 - loss: 222.6737 - logits_profile_predictions_loss: 190.6429 - logcount_predictions_loss: 17.7949 490/2232 [=====>........................] - ETA: 8:50 - loss: 222.6259 - 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[=====>........................] - ETA: 8:48 - loss: 222.2941 - logits_profile_predictions_loss: 190.6261 - logcount_predictions_loss: 17.5933 498/2232 [=====>........................] - ETA: 8:48 - loss: 222.2472 - logits_profile_predictions_loss: 190.6239 - logcount_predictions_loss: 17.5685 499/2232 [=====>........................] - ETA: 8:48 - loss: 222.2004 - logits_profile_predictions_loss: 190.6215 - logcount_predictions_loss: 17.5438 500/2232 [=====>........................] - ETA: 8:47 - loss: 222.1534 - logits_profile_predictions_loss: 190.6189 - logcount_predictions_loss: 17.5192 501/2232 [=====>........................] - ETA: 8:47 - loss: 222.1067 - logits_profile_predictions_loss: 190.6164 - logcount_predictions_loss: 17.4946 502/2232 [=====>........................] - ETA: 8:47 - loss: 222.0605 - logits_profile_predictions_loss: 190.6141 - logcount_predictions_loss: 17.4702 503/2232 [=====>........................] - ETA: 8:46 - loss: 222.0143 - 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[============================>.] - ETA: 17s - loss: 196.4062 - logits_profile_predictions_loss: 184.9774 - logcount_predictions_loss: 6.3495 2188/2232 [============================>.] - ETA: 17s - loss: 196.3995 - logits_profile_predictions_loss: 184.9742 - logcount_predictions_loss: 6.3475 2189/2232 [============================>.] - ETA: 16s - loss: 196.3929 - logits_profile_predictions_loss: 184.9710 - logcount_predictions_loss: 6.3456 2190/2232 [============================>.] - ETA: 16s - loss: 196.3862 - logits_profile_predictions_loss: 184.9678 - logcount_predictions_loss: 6.3437 2191/2232 [============================>.] - ETA: 16s - loss: 196.3795 - logits_profile_predictions_loss: 184.9646 - logcount_predictions_loss: 6.3418 2192/2232 [============================>.] - ETA: 15s - loss: 196.3729 - logits_profile_predictions_loss: 184.9614 - logcount_predictions_loss: 6.3398 2193/2232 [============================>.] - ETA: 15s - loss: 196.3662 - 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[============================>.] - ETA: 12s - loss: 196.3197 - logits_profile_predictions_loss: 184.9358 - logcount_predictions_loss: 6.3245 2201/2232 [============================>.] - ETA: 12s - loss: 196.3130 - logits_profile_predictions_loss: 184.9326 - logcount_predictions_loss: 6.3226 2202/2232 [============================>.] - ETA: 11s - loss: 196.3064 - logits_profile_predictions_loss: 184.9293 - logcount_predictions_loss: 6.3207 2203/2232 [============================>.] - ETA: 11s - loss: 196.2997 - logits_profile_predictions_loss: 184.9261 - logcount_predictions_loss: 6.3188 2204/2232 [============================>.] - ETA: 10s - loss: 196.2931 - logits_profile_predictions_loss: 184.9229 - logcount_predictions_loss: 6.3169 2205/2232 [============================>.] - ETA: 10s - loss: 196.2865 - logits_profile_predictions_loss: 184.9197 - logcount_predictions_loss: 6.3150 2206/2232 [============================>.] - ETA: 10s - loss: 196.2798 - 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[============================>.] - ETA: 7s - loss: 196.2335 - logits_profile_predictions_loss: 184.8941 - logcount_predictions_loss: 6.2998 2214/2232 [============================>.] - ETA: 7s - loss: 196.2269 - logits_profile_predictions_loss: 184.8909 - logcount_predictions_loss: 6.2979 2215/2232 [============================>.] - ETA: 6s - loss: 196.2203 - logits_profile_predictions_loss: 184.8877 - logcount_predictions_loss: 6.2960 2216/2232 [============================>.] - ETA: 6s - loss: 196.2137 - logits_profile_predictions_loss: 184.8845 - logcount_predictions_loss: 6.2941 2217/2232 [============================>.] - ETA: 5s - loss: 196.2071 - logits_profile_predictions_loss: 184.8813 - logcount_predictions_loss: 6.2923 2218/2232 [============================>.] - ETA: 5s - loss: 196.2006 - logits_profile_predictions_loss: 184.8781 - logcount_predictions_loss: 6.2904 2219/2232 [============================>.] - ETA: 5s - loss: 196.1940 - logits_profile_predictions_loss: 184.8749 - logcount_predictions_loss: 6.2885 2220/2232 [============================>.] - ETA: 4s - loss: 196.1874 - logits_profile_predictions_loss: 184.8718 - logcount_predictions_loss: 6.2866 2221/2232 [============================>.] - ETA: 4s - loss: 196.1809 - logits_profile_predictions_loss: 184.8686 - logcount_predictions_loss: 6.2847 2222/2232 [============================>.] - ETA: 3s - loss: 196.1743 - logits_profile_predictions_loss: 184.8654 - logcount_predictions_loss: 6.2828 2223/2232 [============================>.] - ETA: 3s - loss: 196.1677 - logits_profile_predictions_loss: 184.8622 - logcount_predictions_loss: 6.2810 2224/2232 [============================>.] - ETA: 3s - loss: 196.1612 - logits_profile_predictions_loss: 184.8590 - logcount_predictions_loss: 6.2791 2225/2232 [============================>.] - ETA: 2s - loss: 196.1546 - logits_profile_predictions_loss: 184.8558 - logcount_predictions_loss: 6.2772 2226/2232 [============================>.] - ETA: 2s - loss: 196.1481 - logits_profile_predictions_loss: 184.8527 - logcount_predictions_loss: 6.2753 2227/2232 [============================>.] - ETA: 1s - loss: 196.1415 - logits_profile_predictions_loss: 184.8495 - logcount_predictions_loss: 6.2735 2228/2232 [============================>.] - ETA: 1s - loss: 196.1350 - logits_profile_predictions_loss: 184.8463 - logcount_predictions_loss: 6.2716 2229/2232 [============================>.] - ETA: 1s - loss: 196.1284 - logits_profile_predictions_loss: 184.8431 - logcount_predictions_loss: 6.2697 2230/2232 [============================>.] - ETA: 0s - loss: 196.1219 - logits_profile_predictions_loss: 184.8400 - logcount_predictions_loss: 6.2679 2231/2232 [============================>.] - ETA: 0s - loss: 196.1154 - logits_profile_predictions_loss: 184.8368 - logcount_predictions_loss: 6.2660 2232/2232 [==============================] - ETA: 0s - loss: 196.1089 - logits_profile_predictions_loss: 184.8336 - logcount_predictions_loss: 6.2641 2232/2232 [==============================] - 1101s 408ms/step - loss: 196.1024 - logits_profile_predictions_loss: 184.8305 - logcount_predictions_loss: 6.2623 - val_loss: 215.6081 - val_logits_profile_predictions_loss: 214.1472 - val_logcount_predictions_loss: 0.8116 + +Epoch 00001: val_loss improved from inf to 215.60814, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 2/50 + 1/2232 [..............................] - ETA: 11:49 - loss: 199.6745 - logits_profile_predictions_loss: 198.1887 - logcount_predictions_loss: 0.8255 2/2232 [..............................] - ETA: 11:28 - loss: 189.6132 - logits_profile_predictions_loss: 188.1405 - logcount_predictions_loss: 0.8182 3/2232 [..............................] - ETA: 11:28 - loss: 183.4122 - logits_profile_predictions_loss: 181.9965 - logcount_predictions_loss: 0.7865 4/2232 [..............................] - ETA: 11:30 - loss: 179.3575 - logits_profile_predictions_loss: 177.9991 - logcount_predictions_loss: 0.7546 5/2232 [..............................] - ETA: 11:29 - loss: 176.8972 - logits_profile_predictions_loss: 175.5617 - logcount_predictions_loss: 0.7419 6/2232 [..............................] - ETA: 11:29 - loss: 175.5247 - logits_profile_predictions_loss: 174.1876 - logcount_predictions_loss: 0.7429 7/2232 [..............................] - ETA: 11:29 - loss: 174.2208 - logits_profile_predictions_loss: 172.8804 - logcount_predictions_loss: 0.7447 8/2232 [..............................] - ETA: 11:29 - loss: 173.6763 - logits_profile_predictions_loss: 172.3271 - logcount_predictions_loss: 0.7495 9/2232 [..............................] - ETA: 11:28 - loss: 173.6705 - logits_profile_predictions_loss: 172.3145 - logcount_predictions_loss: 0.7533 10/2232 [..............................] - ETA: 11:28 - loss: 174.4217 - logits_profile_predictions_loss: 173.0616 - logcount_predictions_loss: 0.7556 11/2232 [..............................] - ETA: 11:28 - loss: 175.0533 - logits_profile_predictions_loss: 173.6919 - logcount_predictions_loss: 0.7563 12/2232 [..............................] - ETA: 11:28 - loss: 175.3947 - logits_profile_predictions_loss: 174.0330 - logcount_predictions_loss: 0.7565 13/2232 [..............................] - ETA: 11:27 - loss: 175.7387 - logits_profile_predictions_loss: 174.3742 - logcount_predictions_loss: 0.7580 14/2232 [..............................] - ETA: 11:27 - loss: 176.0054 - logits_profile_predictions_loss: 174.6385 - logcount_predictions_loss: 0.7594 15/2232 [..............................] - ETA: 11:27 - loss: 176.1426 - logits_profile_predictions_loss: 174.7736 - logcount_predictions_loss: 0.7605 16/2232 [..............................] - ETA: 11:27 - loss: 176.0559 - logits_profile_predictions_loss: 174.6862 - logcount_predictions_loss: 0.7609 17/2232 [..............................] - ETA: 11:26 - loss: 175.8068 - logits_profile_predictions_loss: 174.4376 - logcount_predictions_loss: 0.7606 18/2232 [..............................] - ETA: 11:26 - loss: 175.5295 - logits_profile_predictions_loss: 174.1606 - logcount_predictions_loss: 0.7605 19/2232 [..............................] - ETA: 11:26 - loss: 175.4018 - logits_profile_predictions_loss: 174.0315 - logcount_predictions_loss: 0.7613 20/2232 [..............................] - ETA: 11:26 - loss: 175.1641 - logits_profile_predictions_loss: 173.7933 - logcount_predictions_loss: 0.7616 21/2232 [..............................] - ETA: 11:25 - loss: 175.0098 - logits_profile_predictions_loss: 173.6388 - logcount_predictions_loss: 0.7617 22/2232 [..............................] - ETA: 11:25 - loss: 174.8364 - logits_profile_predictions_loss: 173.4645 - logcount_predictions_loss: 0.7622 23/2232 [..............................] - ETA: 11:25 - loss: 174.6625 - logits_profile_predictions_loss: 173.2893 - logcount_predictions_loss: 0.7629 24/2232 [..............................] - ETA: 11:24 - loss: 174.5033 - logits_profile_predictions_loss: 173.1280 - logcount_predictions_loss: 0.7640 25/2232 [..............................] - ETA: 11:24 - loss: 174.3506 - logits_profile_predictions_loss: 172.9719 - logcount_predictions_loss: 0.7660 26/2232 [..............................] - ETA: 11:24 - loss: 174.2444 - logits_profile_predictions_loss: 172.8623 - logcount_predictions_loss: 0.7678 27/2232 [..............................] - ETA: 11:23 - loss: 174.1518 - logits_profile_predictions_loss: 172.7667 - logcount_predictions_loss: 0.7695 28/2232 [..............................] - ETA: 11:23 - loss: 174.0475 - logits_profile_predictions_loss: 172.6598 - logcount_predictions_loss: 0.7709 29/2232 [..............................] - ETA: 11:23 - loss: 173.9779 - logits_profile_predictions_loss: 172.5874 - logcount_predictions_loss: 0.7725 30/2232 [..............................] - ETA: 11:23 - loss: 173.8963 - logits_profile_predictions_loss: 172.5031 - logcount_predictions_loss: 0.7740 31/2232 [..............................] - ETA: 11:22 - loss: 173.8214 - logits_profile_predictions_loss: 172.4256 - logcount_predictions_loss: 0.7754 32/2232 [..............................] - ETA: 11:22 - loss: 173.7643 - logits_profile_predictions_loss: 172.3660 - logcount_predictions_loss: 0.7768 33/2232 [..............................] - ETA: 11:22 - loss: 173.6607 - logits_profile_predictions_loss: 172.2606 - logcount_predictions_loss: 0.7778 34/2232 [..............................] - ETA: 11:21 - loss: 173.5239 - logits_profile_predictions_loss: 172.1223 - logcount_predictions_loss: 0.7787 35/2232 [..............................] - ETA: 11:21 - loss: 173.4086 - logits_profile_predictions_loss: 172.0048 - logcount_predictions_loss: 0.7799 36/2232 [..............................] - ETA: 11:21 - loss: 173.3002 - logits_profile_predictions_loss: 171.8942 - logcount_predictions_loss: 0.7811 37/2232 [..............................] - ETA: 11:21 - loss: 173.2480 - logits_profile_predictions_loss: 171.8389 - logcount_predictions_loss: 0.7828 38/2232 [..............................] - ETA: 11:20 - loss: 173.1776 - logits_profile_predictions_loss: 171.7659 - logcount_predictions_loss: 0.7843 39/2232 [..............................] - ETA: 11:20 - loss: 173.0987 - logits_profile_predictions_loss: 171.6845 - logcount_predictions_loss: 0.7857 40/2232 [..............................] - ETA: 11:20 - loss: 173.0314 - logits_profile_predictions_loss: 171.6148 - logcount_predictions_loss: 0.7870 41/2232 [..............................] - ETA: 11:19 - loss: 172.9559 - logits_profile_predictions_loss: 171.5368 - logcount_predictions_loss: 0.7884 42/2232 [..............................] - ETA: 11:19 - loss: 172.8893 - logits_profile_predictions_loss: 171.4681 - logcount_predictions_loss: 0.7896 43/2232 [..............................] - ETA: 11:19 - loss: 172.8372 - logits_profile_predictions_loss: 171.4140 - logcount_predictions_loss: 0.7907 44/2232 [..............................] - ETA: 11:18 - loss: 172.7841 - logits_profile_predictions_loss: 171.3590 - logcount_predictions_loss: 0.7917 45/2232 [..............................] - ETA: 11:18 - loss: 172.7181 - logits_profile_predictions_loss: 171.2914 - logcount_predictions_loss: 0.7926 46/2232 [..............................] - ETA: 11:18 - loss: 172.6483 - logits_profile_predictions_loss: 171.2203 - logcount_predictions_loss: 0.7933 47/2232 [..............................] - ETA: 11:18 - loss: 172.5885 - logits_profile_predictions_loss: 171.1593 - logcount_predictions_loss: 0.7940 48/2232 [..............................] - ETA: 11:17 - loss: 172.5259 - logits_profile_predictions_loss: 171.0957 - logcount_predictions_loss: 0.7946 49/2232 [..............................] - ETA: 11:17 - loss: 172.4725 - logits_profile_predictions_loss: 171.0409 - logcount_predictions_loss: 0.7954 50/2232 [..............................] - ETA: 11:17 - loss: 172.4221 - logits_profile_predictions_loss: 170.9891 - logcount_predictions_loss: 0.7961 51/2232 [..............................] - ETA: 11:16 - loss: 172.3791 - logits_profile_predictions_loss: 170.9448 - logcount_predictions_loss: 0.7968 52/2232 [..............................] - ETA: 11:16 - loss: 172.3427 - logits_profile_predictions_loss: 170.9069 - logcount_predictions_loss: 0.7977 53/2232 [..............................] - ETA: 11:16 - loss: 172.3304 - logits_profile_predictions_loss: 170.8930 - logcount_predictions_loss: 0.7986 54/2232 [..............................] - ETA: 11:16 - loss: 172.3278 - logits_profile_predictions_loss: 170.8887 - logcount_predictions_loss: 0.7995 55/2232 [..............................] - ETA: 11:15 - loss: 172.3502 - logits_profile_predictions_loss: 170.9093 - logcount_predictions_loss: 0.8005 56/2232 [..............................] - ETA: 11:15 - loss: 172.3807 - 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[..............................] - ETA: 11:13 - loss: 172.5574 - logits_profile_predictions_loss: 171.1021 - logcount_predictions_loss: 0.8085 64/2232 [..............................] - ETA: 11:13 - loss: 172.5675 - logits_profile_predictions_loss: 171.1104 - logcount_predictions_loss: 0.8095 65/2232 [..............................] - ETA: 11:13 - loss: 172.5705 - logits_profile_predictions_loss: 171.1117 - logcount_predictions_loss: 0.8105 66/2232 [..............................] - ETA: 11:13 - loss: 172.5817 - logits_profile_predictions_loss: 171.1210 - logcount_predictions_loss: 0.8115 67/2232 [..............................] - ETA: 11:12 - loss: 172.5864 - logits_profile_predictions_loss: 171.1241 - logcount_predictions_loss: 0.8124 68/2232 [..............................] - ETA: 11:12 - loss: 172.5911 - logits_profile_predictions_loss: 171.1272 - logcount_predictions_loss: 0.8133 69/2232 [..............................] - ETA: 11:12 - loss: 172.6033 - logits_profile_predictions_loss: 171.1377 - logcount_predictions_loss: 0.8142 70/2232 [..............................] - ETA: 11:11 - loss: 172.6171 - logits_profile_predictions_loss: 171.1500 - logcount_predictions_loss: 0.8151 71/2232 [..............................] - ETA: 11:11 - loss: 172.6294 - logits_profile_predictions_loss: 171.1609 - logcount_predictions_loss: 0.8159 72/2232 [..............................] - ETA: 11:11 - loss: 172.6506 - logits_profile_predictions_loss: 171.1805 - logcount_predictions_loss: 0.8167 73/2232 [..............................] - ETA: 11:11 - loss: 172.6689 - logits_profile_predictions_loss: 171.1975 - logcount_predictions_loss: 0.8175 74/2232 [..............................] - ETA: 11:10 - loss: 172.6979 - logits_profile_predictions_loss: 171.2251 - logcount_predictions_loss: 0.8182 75/2232 [>.............................] - ETA: 11:10 - loss: 172.7360 - logits_profile_predictions_loss: 171.2619 - logcount_predictions_loss: 0.8189 76/2232 [>.............................] - ETA: 11:10 - loss: 172.7701 - logits_profile_predictions_loss: 171.2947 - logcount_predictions_loss: 0.8196 77/2232 [>.............................] - ETA: 11:09 - loss: 172.8063 - logits_profile_predictions_loss: 171.3297 - logcount_predictions_loss: 0.8203 78/2232 [>.............................] - ETA: 11:09 - loss: 172.8362 - logits_profile_predictions_loss: 171.3584 - logcount_predictions_loss: 0.8210 79/2232 [>.............................] - ETA: 11:09 - loss: 172.8565 - logits_profile_predictions_loss: 171.3776 - logcount_predictions_loss: 0.8216 80/2232 [>.............................] - ETA: 11:09 - loss: 172.8780 - logits_profile_predictions_loss: 171.3981 - logcount_predictions_loss: 0.8222 81/2232 [>.............................] - ETA: 11:08 - loss: 172.9029 - logits_profile_predictions_loss: 171.4219 - logcount_predictions_loss: 0.8228 82/2232 [>.............................] - ETA: 11:08 - loss: 172.9263 - 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[=>............................] - ETA: 10:47 - loss: 172.5484 - logits_profile_predictions_loss: 171.0498 - logcount_predictions_loss: 0.8326 155/2232 [=>............................] - ETA: 10:46 - loss: 172.5321 - logits_profile_predictions_loss: 171.0336 - logcount_predictions_loss: 0.8325 156/2232 [=>............................] - ETA: 10:46 - loss: 172.5151 - logits_profile_predictions_loss: 171.0167 - logcount_predictions_loss: 0.8325 157/2232 [=>............................] - ETA: 10:46 - loss: 172.4979 - logits_profile_predictions_loss: 170.9996 - logcount_predictions_loss: 0.8324 158/2232 [=>............................] - ETA: 10:45 - loss: 172.4810 - logits_profile_predictions_loss: 170.9828 - logcount_predictions_loss: 0.8323 159/2232 [=>............................] - ETA: 10:45 - loss: 172.4631 - logits_profile_predictions_loss: 170.9651 - logcount_predictions_loss: 0.8322 160/2232 [=>............................] - ETA: 10:45 - loss: 172.4463 - 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[=>............................] - ETA: 10:39 - loss: 172.1632 - logits_profile_predictions_loss: 170.6653 - logcount_predictions_loss: 0.8322 181/2232 [=>............................] - ETA: 10:38 - loss: 172.1522 - logits_profile_predictions_loss: 170.6543 - logcount_predictions_loss: 0.8322 182/2232 [=>............................] - ETA: 10:38 - loss: 172.1415 - logits_profile_predictions_loss: 170.6436 - logcount_predictions_loss: 0.8322 183/2232 [=>............................] - ETA: 10:38 - loss: 172.1326 - logits_profile_predictions_loss: 170.6346 - logcount_predictions_loss: 0.8322 184/2232 [=>............................] - ETA: 10:37 - loss: 172.1231 - logits_profile_predictions_loss: 170.6251 - logcount_predictions_loss: 0.8322 185/2232 [=>............................] - ETA: 10:37 - loss: 172.1130 - logits_profile_predictions_loss: 170.6149 - logcount_predictions_loss: 0.8323 186/2232 [=>............................] - ETA: 10:37 - loss: 172.1046 - 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[==>...........................] - ETA: 10:03 - loss: 171.5903 - logits_profile_predictions_loss: 170.0927 - logcount_predictions_loss: 0.8320 298/2232 [===>..........................] - ETA: 10:03 - loss: 171.5887 - logits_profile_predictions_loss: 170.0911 - logcount_predictions_loss: 0.8320 299/2232 [===>..........................] - ETA: 10:03 - loss: 171.5874 - logits_profile_predictions_loss: 170.0899 - logcount_predictions_loss: 0.8320 300/2232 [===>..........................] - ETA: 10:02 - loss: 171.5863 - logits_profile_predictions_loss: 170.0889 - logcount_predictions_loss: 0.8319 301/2232 [===>..........................] - ETA: 10:02 - loss: 171.5845 - logits_profile_predictions_loss: 170.0871 - logcount_predictions_loss: 0.8319 302/2232 [===>..........................] - ETA: 10:02 - loss: 171.5823 - logits_profile_predictions_loss: 170.0849 - logcount_predictions_loss: 0.8319 303/2232 [===>..........................] - ETA: 10:01 - loss: 171.5796 - 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[===>..........................] - ETA: 9:59 - loss: 171.5587 - logits_profile_predictions_loss: 170.0618 - logcount_predictions_loss: 0.8316 311/2232 [===>..........................] - ETA: 9:59 - loss: 171.5548 - logits_profile_predictions_loss: 170.0580 - logcount_predictions_loss: 0.8316 312/2232 [===>..........................] - ETA: 9:59 - loss: 171.5513 - logits_profile_predictions_loss: 170.0545 - logcount_predictions_loss: 0.8315 313/2232 [===>..........................] - ETA: 9:58 - loss: 171.5474 - logits_profile_predictions_loss: 170.0507 - logcount_predictions_loss: 0.8315 314/2232 [===>..........................] - ETA: 9:58 - loss: 171.5436 - logits_profile_predictions_loss: 170.0469 - logcount_predictions_loss: 0.8315 315/2232 [===>..........................] - ETA: 9:58 - loss: 171.5395 - logits_profile_predictions_loss: 170.0429 - logcount_predictions_loss: 0.8314 316/2232 [===>..........................] - ETA: 9:57 - loss: 171.5353 - 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[===>..........................] - ETA: 9:51 - loss: 171.4457 - logits_profile_predictions_loss: 169.9507 - logcount_predictions_loss: 0.8306 337/2232 [===>..........................] - ETA: 9:51 - loss: 171.4425 - logits_profile_predictions_loss: 169.9476 - logcount_predictions_loss: 0.8305 338/2232 [===>..........................] - ETA: 9:50 - loss: 171.4393 - logits_profile_predictions_loss: 169.9444 - logcount_predictions_loss: 0.8305 339/2232 [===>..........................] - ETA: 9:50 - loss: 171.4358 - logits_profile_predictions_loss: 169.9410 - logcount_predictions_loss: 0.8305 340/2232 [===>..........................] - ETA: 9:50 - loss: 171.4324 - logits_profile_predictions_loss: 169.9377 - logcount_predictions_loss: 0.8304 341/2232 [===>..........................] - ETA: 9:50 - loss: 171.4296 - logits_profile_predictions_loss: 169.9349 - logcount_predictions_loss: 0.8304 342/2232 [===>..........................] - ETA: 9:49 - loss: 171.4266 - 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[====>.........................] - ETA: 9:35 - loss: 171.3114 - logits_profile_predictions_loss: 169.8197 - logcount_predictions_loss: 0.8287 389/2232 [====>.........................] - ETA: 9:35 - loss: 171.3087 - logits_profile_predictions_loss: 169.8171 - logcount_predictions_loss: 0.8287 390/2232 [====>.........................] - ETA: 9:34 - loss: 171.3058 - logits_profile_predictions_loss: 169.8142 - logcount_predictions_loss: 0.8287 391/2232 [====>.........................] - ETA: 9:34 - loss: 171.3026 - logits_profile_predictions_loss: 169.8111 - logcount_predictions_loss: 0.8286 392/2232 [====>.........................] - ETA: 9:34 - loss: 171.2998 - logits_profile_predictions_loss: 169.8083 - logcount_predictions_loss: 0.8286 393/2232 [====>.........................] - ETA: 9:33 - loss: 171.2968 - logits_profile_predictions_loss: 169.8054 - logcount_predictions_loss: 0.8286 394/2232 [====>.........................] - ETA: 9:33 - loss: 171.2939 - 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[====>.........................] - ETA: 9:31 - loss: 171.2738 - logits_profile_predictions_loss: 169.7829 - logcount_predictions_loss: 0.8283 402/2232 [====>.........................] - ETA: 9:31 - loss: 171.2710 - logits_profile_predictions_loss: 169.7802 - logcount_predictions_loss: 0.8282 403/2232 [====>.........................] - ETA: 9:30 - loss: 171.2683 - logits_profile_predictions_loss: 169.7776 - logcount_predictions_loss: 0.8282 404/2232 [====>.........................] - ETA: 9:30 - loss: 171.2658 - logits_profile_predictions_loss: 169.7752 - logcount_predictions_loss: 0.8281 405/2232 [====>.........................] - ETA: 9:30 - loss: 171.2632 - logits_profile_predictions_loss: 169.7727 - logcount_predictions_loss: 0.8281 406/2232 [====>.........................] - ETA: 9:29 - loss: 171.2607 - logits_profile_predictions_loss: 169.7703 - logcount_predictions_loss: 0.8280 407/2232 [====>.........................] - ETA: 9:29 - loss: 171.2583 - 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[====>.........................] - ETA: 9:27 - loss: 171.2396 - logits_profile_predictions_loss: 169.7498 - logcount_predictions_loss: 0.8277 415/2232 [====>.........................] - ETA: 9:27 - loss: 171.2371 - logits_profile_predictions_loss: 169.7474 - logcount_predictions_loss: 0.8277 416/2232 [====>.........................] - ETA: 9:26 - loss: 171.2346 - logits_profile_predictions_loss: 169.7449 - logcount_predictions_loss: 0.8276 417/2232 [====>.........................] - ETA: 9:26 - loss: 171.2319 - logits_profile_predictions_loss: 169.7423 - logcount_predictions_loss: 0.8276 418/2232 [====>.........................] - ETA: 9:26 - loss: 171.2292 - logits_profile_predictions_loss: 169.7397 - logcount_predictions_loss: 0.8275 419/2232 [====>.........................] - ETA: 9:25 - loss: 171.2266 - logits_profile_predictions_loss: 169.7372 - logcount_predictions_loss: 0.8275 420/2232 [====>.........................] - ETA: 9:25 - loss: 171.2239 - 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[====>.........................] - ETA: 9:23 - loss: 171.2061 - logits_profile_predictions_loss: 169.7174 - logcount_predictions_loss: 0.8271 428/2232 [====>.........................] - ETA: 9:23 - loss: 171.2036 - logits_profile_predictions_loss: 169.7149 - logcount_predictions_loss: 0.8271 429/2232 [====>.........................] - ETA: 9:22 - loss: 171.2013 - logits_profile_predictions_loss: 169.7127 - logcount_predictions_loss: 0.8270 430/2232 [====>.........................] - ETA: 9:22 - loss: 171.1990 - logits_profile_predictions_loss: 169.7105 - logcount_predictions_loss: 0.8270 431/2232 [====>.........................] - ETA: 9:22 - loss: 171.1967 - logits_profile_predictions_loss: 169.7082 - logcount_predictions_loss: 0.8269 432/2232 [====>.........................] - ETA: 9:21 - loss: 171.1943 - logits_profile_predictions_loss: 169.7059 - logcount_predictions_loss: 0.8269 433/2232 [====>.........................] - ETA: 9:21 - loss: 171.1918 - 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[====>.........................] - ETA: 9:19 - loss: 171.1754 - logits_profile_predictions_loss: 169.6877 - logcount_predictions_loss: 0.8265 441/2232 [====>.........................] - ETA: 9:19 - loss: 171.1734 - logits_profile_predictions_loss: 169.6857 - logcount_predictions_loss: 0.8265 442/2232 [====>.........................] - ETA: 9:18 - loss: 171.1715 - logits_profile_predictions_loss: 169.6839 - logcount_predictions_loss: 0.8265 443/2232 [====>.........................] - ETA: 9:18 - loss: 171.1694 - logits_profile_predictions_loss: 169.6818 - logcount_predictions_loss: 0.8264 444/2232 [====>.........................] - ETA: 9:18 - loss: 171.1672 - logits_profile_predictions_loss: 169.6798 - logcount_predictions_loss: 0.8264 445/2232 [====>.........................] - ETA: 9:17 - loss: 171.1651 - logits_profile_predictions_loss: 169.6777 - logcount_predictions_loss: 0.8264 446/2232 [====>.........................] - ETA: 9:17 - loss: 171.1629 - 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[=====>........................] - ETA: 9:15 - loss: 171.1480 - logits_profile_predictions_loss: 169.6612 - logcount_predictions_loss: 0.8261 454/2232 [=====>........................] - ETA: 9:15 - loss: 171.1460 - logits_profile_predictions_loss: 169.6592 - logcount_predictions_loss: 0.8260 455/2232 [=====>........................] - ETA: 9:14 - loss: 171.1438 - logits_profile_predictions_loss: 169.6571 - logcount_predictions_loss: 0.8260 456/2232 [=====>........................] - ETA: 9:14 - loss: 171.1419 - logits_profile_predictions_loss: 169.6552 - logcount_predictions_loss: 0.8259 457/2232 [=====>........................] - ETA: 9:14 - loss: 171.1397 - logits_profile_predictions_loss: 169.6531 - logcount_predictions_loss: 0.8259 458/2232 [=====>........................] - ETA: 9:13 - loss: 171.1375 - logits_profile_predictions_loss: 169.6510 - logcount_predictions_loss: 0.8259 459/2232 [=====>........................] - ETA: 9:13 - loss: 171.1354 - 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[=====>........................] - ETA: 9:11 - loss: 171.1207 - logits_profile_predictions_loss: 169.6348 - logcount_predictions_loss: 0.8255 467/2232 [=====>........................] - ETA: 9:11 - loss: 171.1187 - logits_profile_predictions_loss: 169.6328 - logcount_predictions_loss: 0.8255 468/2232 [=====>........................] - ETA: 9:10 - loss: 171.1169 - logits_profile_predictions_loss: 169.6311 - logcount_predictions_loss: 0.8255 469/2232 [=====>........................] - ETA: 9:10 - loss: 171.1153 - logits_profile_predictions_loss: 169.6296 - logcount_predictions_loss: 0.8254 470/2232 [=====>........................] - ETA: 9:10 - loss: 171.1137 - logits_profile_predictions_loss: 169.6281 - logcount_predictions_loss: 0.8254 471/2232 [=====>........................] - ETA: 9:09 - loss: 171.1123 - logits_profile_predictions_loss: 169.6267 - logcount_predictions_loss: 0.8253 472/2232 [=====>........................] - ETA: 9:09 - loss: 171.1109 - 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[=====>........................] - ETA: 9:07 - loss: 171.0986 - logits_profile_predictions_loss: 169.6136 - logcount_predictions_loss: 0.8250 480/2232 [=====>........................] - ETA: 9:07 - loss: 171.0965 - logits_profile_predictions_loss: 169.6116 - logcount_predictions_loss: 0.8250 481/2232 [=====>........................] - ETA: 9:06 - loss: 171.0945 - logits_profile_predictions_loss: 169.6096 - logcount_predictions_loss: 0.8249 482/2232 [=====>........................] - ETA: 9:06 - loss: 171.0925 - logits_profile_predictions_loss: 169.6077 - logcount_predictions_loss: 0.8249 483/2232 [=====>........................] - ETA: 9:06 - loss: 171.0906 - logits_profile_predictions_loss: 169.6059 - logcount_predictions_loss: 0.8249 484/2232 [=====>........................] - ETA: 9:05 - loss: 171.0887 - logits_profile_predictions_loss: 169.6041 - logcount_predictions_loss: 0.8248 485/2232 [=====>........................] - ETA: 9:05 - loss: 171.0869 - 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[============================>.] - ETA: 1s - loss: 170.1956 - logits_profile_predictions_loss: 168.8028 - logcount_predictions_loss: 0.7739 2229/2232 [============================>.] - ETA: 0s - loss: 170.1952 - logits_profile_predictions_loss: 168.8024 - logcount_predictions_loss: 0.7738 2230/2232 [============================>.] - ETA: 0s - loss: 170.1948 - logits_profile_predictions_loss: 168.8020 - logcount_predictions_loss: 0.7738 2231/2232 [============================>.] - ETA: 0s - loss: 170.1944 - logits_profile_predictions_loss: 168.8016 - logcount_predictions_loss: 0.7738 2232/2232 [==============================] - ETA: 0s - loss: 170.1940 - logits_profile_predictions_loss: 168.8012 - logcount_predictions_loss: 0.7738 2232/2232 [==============================] - 734s 329ms/step - loss: 170.1935 - logits_profile_predictions_loss: 168.8009 - logcount_predictions_loss: 0.7737 - val_loss: 211.8668 - val_logits_profile_predictions_loss: 210.7470 - val_logcount_predictions_loss: 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[..............................] - ETA: 11:29 - loss: 169.2702 - logits_profile_predictions_loss: 168.1695 - logcount_predictions_loss: 0.6115 7/2232 [..............................] - ETA: 11:29 - loss: 169.8678 - logits_profile_predictions_loss: 168.7546 - logcount_predictions_loss: 0.6185 8/2232 [..............................] - ETA: 11:29 - loss: 171.0151 - logits_profile_predictions_loss: 169.8992 - logcount_predictions_loss: 0.6200 9/2232 [..............................] - ETA: 11:28 - loss: 171.8329 - logits_profile_predictions_loss: 170.7179 - logcount_predictions_loss: 0.6194 10/2232 [..............................] - ETA: 11:28 - loss: 172.4420 - logits_profile_predictions_loss: 171.3249 - logcount_predictions_loss: 0.6207 11/2232 [..............................] - ETA: 11:28 - loss: 172.6804 - logits_profile_predictions_loss: 171.5643 - logcount_predictions_loss: 0.6201 12/2232 [..............................] - ETA: 11:27 - loss: 172.9383 - logits_profile_predictions_loss: 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[====>.........................] - ETA: 9:34 - loss: 167.8255 - logits_profile_predictions_loss: 166.6467 - logcount_predictions_loss: 0.6549 391/2232 [====>.........................] - ETA: 9:33 - loss: 167.8253 - logits_profile_predictions_loss: 166.6465 - logcount_predictions_loss: 0.6549 392/2232 [====>.........................] - ETA: 9:33 - loss: 167.8248 - logits_profile_predictions_loss: 166.6460 - logcount_predictions_loss: 0.6549 393/2232 [====>.........................] - ETA: 9:33 - loss: 167.8241 - logits_profile_predictions_loss: 166.6452 - logcount_predictions_loss: 0.6549 394/2232 [====>.........................] - ETA: 9:33 - loss: 167.8235 - logits_profile_predictions_loss: 166.6445 - logcount_predictions_loss: 0.6550 395/2232 [====>.........................] - ETA: 9:32 - loss: 167.8225 - logits_profile_predictions_loss: 166.6435 - logcount_predictions_loss: 0.6550 396/2232 [====>.........................] - ETA: 9:32 - loss: 167.8214 - 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[====>.........................] - ETA: 9:30 - loss: 167.8159 - logits_profile_predictions_loss: 166.6366 - logcount_predictions_loss: 0.6551 404/2232 [====>.........................] - ETA: 9:29 - loss: 167.8149 - logits_profile_predictions_loss: 166.6356 - logcount_predictions_loss: 0.6551 405/2232 [====>.........................] - ETA: 9:29 - loss: 167.8139 - logits_profile_predictions_loss: 166.6346 - logcount_predictions_loss: 0.6552 406/2232 [====>.........................] - ETA: 9:29 - loss: 167.8131 - logits_profile_predictions_loss: 166.6337 - logcount_predictions_loss: 0.6552 407/2232 [====>.........................] - ETA: 9:29 - loss: 167.8121 - logits_profile_predictions_loss: 166.6327 - logcount_predictions_loss: 0.6552 408/2232 [====>.........................] - ETA: 9:28 - loss: 167.8109 - logits_profile_predictions_loss: 166.6314 - logcount_predictions_loss: 0.6552 409/2232 [====>.........................] - ETA: 9:28 - loss: 167.8096 - 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[====>.........................] - ETA: 9:26 - loss: 167.8015 - logits_profile_predictions_loss: 166.6218 - logcount_predictions_loss: 0.6554 417/2232 [====>.........................] - ETA: 9:25 - loss: 167.8004 - logits_profile_predictions_loss: 166.6207 - logcount_predictions_loss: 0.6554 418/2232 [====>.........................] - ETA: 9:25 - loss: 167.7992 - logits_profile_predictions_loss: 166.6195 - logcount_predictions_loss: 0.6554 419/2232 [====>.........................] - ETA: 9:25 - loss: 167.7983 - logits_profile_predictions_loss: 166.6186 - logcount_predictions_loss: 0.6554 420/2232 [====>.........................] - ETA: 9:24 - loss: 167.7972 - logits_profile_predictions_loss: 166.6174 - logcount_predictions_loss: 0.6554 421/2232 [====>.........................] - ETA: 9:24 - loss: 167.7961 - logits_profile_predictions_loss: 166.6163 - logcount_predictions_loss: 0.6554 422/2232 [====>.........................] - ETA: 9:24 - loss: 167.7953 - 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[====>.........................] - ETA: 9:22 - loss: 167.7880 - logits_profile_predictions_loss: 166.6079 - logcount_predictions_loss: 0.6556 430/2232 [====>.........................] - ETA: 9:21 - loss: 167.7864 - logits_profile_predictions_loss: 166.6063 - logcount_predictions_loss: 0.6556 431/2232 [====>.........................] - ETA: 9:21 - loss: 167.7850 - logits_profile_predictions_loss: 166.6048 - logcount_predictions_loss: 0.6556 432/2232 [====>.........................] - ETA: 9:21 - loss: 167.7840 - logits_profile_predictions_loss: 166.6038 - logcount_predictions_loss: 0.6557 433/2232 [====>.........................] - ETA: 9:20 - loss: 167.7833 - logits_profile_predictions_loss: 166.6030 - logcount_predictions_loss: 0.6557 434/2232 [====>.........................] - ETA: 9:20 - loss: 167.7825 - logits_profile_predictions_loss: 166.6022 - logcount_predictions_loss: 0.6557 435/2232 [====>.........................] - ETA: 9:20 - loss: 167.7820 - logits_profile_predictions_loss: 166.6017 - logcount_predictions_loss: 0.6557 436/2232 [====>.........................] - ETA: 9:20 - loss: 167.7816 - logits_profile_predictions_loss: 166.6012 - logcount_predictions_loss: 0.6557 437/2232 [====>.........................] - ETA: 9:19 - loss: 167.7811 - logits_profile_predictions_loss: 166.6007 - logcount_predictions_loss: 0.6558 438/2232 [====>.........................] - ETA: 9:19 - loss: 167.7805 - logits_profile_predictions_loss: 166.6000 - logcount_predictions_loss: 0.6558 439/2232 [====>.........................] - ETA: 9:19 - loss: 167.7800 - logits_profile_predictions_loss: 166.5995 - logcount_predictions_loss: 0.6558 440/2232 [====>.........................] - ETA: 9:18 - loss: 167.7796 - logits_profile_predictions_loss: 166.5990 - logcount_predictions_loss: 0.6558 441/2232 [====>.........................] - ETA: 9:18 - loss: 167.7793 - logits_profile_predictions_loss: 166.5987 - logcount_predictions_loss: 0.6559 442/2232 [====>.........................] - ETA: 9:18 - loss: 167.7791 - logits_profile_predictions_loss: 166.5985 - logcount_predictions_loss: 0.6559 443/2232 [====>.........................] - ETA: 9:17 - loss: 167.7787 - logits_profile_predictions_loss: 166.5980 - logcount_predictions_loss: 0.6559 444/2232 [====>.........................] - ETA: 9:17 - loss: 167.7782 - logits_profile_predictions_loss: 166.5976 - logcount_predictions_loss: 0.6559 445/2232 [====>.........................] - ETA: 9:17 - loss: 167.7775 - logits_profile_predictions_loss: 166.5968 - logcount_predictions_loss: 0.6559 446/2232 [====>.........................] - ETA: 9:16 - loss: 167.7767 - logits_profile_predictions_loss: 166.5959 - logcount_predictions_loss: 0.6560 447/2232 [=====>........................] - ETA: 9:16 - loss: 167.7757 - logits_profile_predictions_loss: 166.5949 - logcount_predictions_loss: 0.6560 448/2232 [=====>........................] - ETA: 9:16 - loss: 167.7749 - logits_profile_predictions_loss: 166.5940 - logcount_predictions_loss: 0.6560 449/2232 [=====>........................] - ETA: 9:16 - loss: 167.7742 - logits_profile_predictions_loss: 166.5934 - logcount_predictions_loss: 0.6560 450/2232 [=====>........................] - ETA: 9:15 - loss: 167.7734 - logits_profile_predictions_loss: 166.5925 - logcount_predictions_loss: 0.6560 451/2232 [=====>........................] - ETA: 9:15 - loss: 167.7729 - logits_profile_predictions_loss: 166.5920 - logcount_predictions_loss: 0.6561 452/2232 [=====>........................] - ETA: 9:15 - loss: 167.7721 - logits_profile_predictions_loss: 166.5912 - logcount_predictions_loss: 0.6561 453/2232 [=====>........................] - ETA: 9:14 - loss: 167.7711 - logits_profile_predictions_loss: 166.5901 - logcount_predictions_loss: 0.6561 454/2232 [=====>........................] - ETA: 9:14 - loss: 167.7700 - logits_profile_predictions_loss: 166.5890 - logcount_predictions_loss: 0.6561 455/2232 [=====>........................] - ETA: 9:14 - loss: 167.7689 - logits_profile_predictions_loss: 166.5879 - logcount_predictions_loss: 0.6561 456/2232 [=====>........................] - ETA: 9:13 - loss: 167.7678 - logits_profile_predictions_loss: 166.5867 - logcount_predictions_loss: 0.6561 457/2232 [=====>........................] - ETA: 9:13 - loss: 167.7666 - logits_profile_predictions_loss: 166.5854 - logcount_predictions_loss: 0.6562 458/2232 [=====>........................] - ETA: 9:13 - loss: 167.7653 - logits_profile_predictions_loss: 166.5841 - logcount_predictions_loss: 0.6562 459/2232 [=====>........................] - ETA: 9:12 - loss: 167.7640 - logits_profile_predictions_loss: 166.5828 - logcount_predictions_loss: 0.6562 460/2232 [=====>........................] - ETA: 9:12 - loss: 167.7629 - logits_profile_predictions_loss: 166.5817 - logcount_predictions_loss: 0.6562 461/2232 [=====>........................] - ETA: 9:12 - loss: 167.7619 - 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[============================>.] - ETA: 0s - loss: 167.0566 - logits_profile_predictions_loss: 165.8786 - logcount_predictions_loss: 0.6544 2231/2232 [============================>.] - ETA: 0s - loss: 167.0565 - logits_profile_predictions_loss: 165.8785 - logcount_predictions_loss: 0.6544 2232/2232 [==============================] - ETA: 0s - loss: 167.0564 - logits_profile_predictions_loss: 165.8784 - logcount_predictions_loss: 0.6544 2232/2232 [==============================] - 734s 329ms/step - loss: 167.0563 - logits_profile_predictions_loss: 165.8783 - logcount_predictions_loss: 0.6544 - val_loss: 210.0626 - val_logits_profile_predictions_loss: 209.0332 - val_logcount_predictions_loss: 0.5719 + +Epoch 00003: val_loss improved from 211.86676 to 210.06261, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 4/50 + 1/2232 [..............................] - ETA: 11:48 - loss: 156.4687 - 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[..............................] - ETA: 11:28 - loss: 153.6938 - logits_profile_predictions_loss: 152.8983 - logcount_predictions_loss: 0.4419 9/2232 [..............................] - ETA: 11:28 - loss: 153.7855 - logits_profile_predictions_loss: 152.9785 - logcount_predictions_loss: 0.4483 10/2232 [..............................] - ETA: 11:27 - loss: 154.1975 - logits_profile_predictions_loss: 153.3757 - logcount_predictions_loss: 0.4565 11/2232 [..............................] - ETA: 11:27 - loss: 154.7263 - logits_profile_predictions_loss: 153.8905 - logcount_predictions_loss: 0.4644 12/2232 [..............................] - ETA: 11:27 - loss: 155.2037 - logits_profile_predictions_loss: 154.3556 - logcount_predictions_loss: 0.4711 13/2232 [..............................] - ETA: 11:26 - loss: 155.5656 - logits_profile_predictions_loss: 154.7057 - logcount_predictions_loss: 0.4777 14/2232 [..............................] - ETA: 11:26 - loss: 155.8917 - 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[..............................] - ETA: 11:24 - loss: 157.7258 - logits_profile_predictions_loss: 156.7941 - logcount_predictions_loss: 0.5176 22/2232 [..............................] - ETA: 11:24 - loss: 157.8970 - logits_profile_predictions_loss: 156.9586 - logcount_predictions_loss: 0.5213 23/2232 [..............................] - ETA: 11:24 - loss: 158.0128 - logits_profile_predictions_loss: 157.0687 - logcount_predictions_loss: 0.5245 24/2232 [..............................] - ETA: 11:23 - loss: 158.1101 - logits_profile_predictions_loss: 157.1613 - logcount_predictions_loss: 0.5271 25/2232 [..............................] - ETA: 11:23 - loss: 158.2392 - logits_profile_predictions_loss: 157.2858 - logcount_predictions_loss: 0.5296 26/2232 [..............................] - ETA: 11:23 - loss: 158.3580 - logits_profile_predictions_loss: 157.4013 - logcount_predictions_loss: 0.5315 27/2232 [..............................] - ETA: 11:22 - loss: 158.5008 - 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[..............................] - ETA: 11:20 - loss: 159.1400 - logits_profile_predictions_loss: 158.1565 - logcount_predictions_loss: 0.5464 35/2232 [..............................] - ETA: 11:20 - loss: 159.2423 - logits_profile_predictions_loss: 158.2557 - logcount_predictions_loss: 0.5482 36/2232 [..............................] - ETA: 11:20 - loss: 159.3448 - logits_profile_predictions_loss: 158.3551 - logcount_predictions_loss: 0.5498 37/2232 [..............................] - ETA: 11:19 - loss: 159.4567 - logits_profile_predictions_loss: 158.4639 - logcount_predictions_loss: 0.5516 38/2232 [..............................] - ETA: 11:19 - loss: 159.5537 - logits_profile_predictions_loss: 158.5578 - logcount_predictions_loss: 0.5533 39/2232 [..............................] - ETA: 11:19 - loss: 159.6811 - logits_profile_predictions_loss: 158.6819 - logcount_predictions_loss: 0.5551 40/2232 [..............................] - ETA: 11:19 - loss: 159.8066 - 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[..............................] - ETA: 11:21 - loss: 168.2994 - logits_profile_predictions_loss: 167.1772 - logcount_predictions_loss: 0.6234 30/2232 [..............................] - ETA: 11:21 - loss: 168.5242 - logits_profile_predictions_loss: 167.4041 - logcount_predictions_loss: 0.6223 31/2232 [..............................] - ETA: 11:20 - loss: 168.7373 - logits_profile_predictions_loss: 167.6190 - logcount_predictions_loss: 0.6213 32/2232 [..............................] - ETA: 11:20 - loss: 168.9406 - logits_profile_predictions_loss: 167.8238 - logcount_predictions_loss: 0.6204 33/2232 [..............................] - ETA: 11:20 - loss: 169.1092 - logits_profile_predictions_loss: 167.9942 - logcount_predictions_loss: 0.6194 34/2232 [..............................] - ETA: 11:19 - loss: 169.2608 - logits_profile_predictions_loss: 168.1471 - logcount_predictions_loss: 0.6188 35/2232 [..............................] - ETA: 11:19 - loss: 169.3700 - 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[==>...........................] - ETA: 10:19 - loss: 167.3859 - logits_profile_predictions_loss: 166.3405 - logcount_predictions_loss: 0.5807 238/2232 [==>...........................] - ETA: 10:19 - loss: 167.3712 - logits_profile_predictions_loss: 166.3260 - logcount_predictions_loss: 0.5806 239/2232 [==>...........................] - ETA: 10:19 - loss: 167.3567 - logits_profile_predictions_loss: 166.3117 - logcount_predictions_loss: 0.5806 240/2232 [==>...........................] - ETA: 10:18 - loss: 167.3421 - logits_profile_predictions_loss: 166.2971 - logcount_predictions_loss: 0.5805 241/2232 [==>...........................] - ETA: 10:18 - loss: 167.3274 - logits_profile_predictions_loss: 166.2826 - logcount_predictions_loss: 0.5804 242/2232 [==>...........................] - ETA: 10:18 - loss: 167.3136 - logits_profile_predictions_loss: 166.2690 - logcount_predictions_loss: 0.5803 243/2232 [==>...........................] - ETA: 10:17 - loss: 167.3004 - 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[==>...........................] - ETA: 10:15 - loss: 167.2168 - logits_profile_predictions_loss: 166.1734 - logcount_predictions_loss: 0.5796 251/2232 [==>...........................] - ETA: 10:15 - loss: 167.2056 - logits_profile_predictions_loss: 166.1623 - logcount_predictions_loss: 0.5795 252/2232 [==>...........................] - ETA: 10:15 - loss: 167.1943 - logits_profile_predictions_loss: 166.1512 - logcount_predictions_loss: 0.5795 253/2232 [==>...........................] - ETA: 10:14 - loss: 167.1829 - logits_profile_predictions_loss: 166.1399 - logcount_predictions_loss: 0.5794 254/2232 [==>...........................] - ETA: 10:14 - loss: 167.1720 - logits_profile_predictions_loss: 166.1292 - logcount_predictions_loss: 0.5793 255/2232 [==>...........................] - ETA: 10:14 - loss: 167.1612 - logits_profile_predictions_loss: 166.1185 - logcount_predictions_loss: 0.5792 256/2232 [==>...........................] - ETA: 10:14 - loss: 167.1499 - 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[==>...........................] - ETA: 10:11 - loss: 167.0705 - logits_profile_predictions_loss: 166.0289 - logcount_predictions_loss: 0.5787 264/2232 [==>...........................] - ETA: 10:11 - loss: 167.0588 - logits_profile_predictions_loss: 166.0173 - logcount_predictions_loss: 0.5786 265/2232 [==>...........................] - ETA: 10:11 - loss: 167.0483 - logits_profile_predictions_loss: 166.0069 - logcount_predictions_loss: 0.5785 266/2232 [==>...........................] - ETA: 10:10 - loss: 167.0376 - logits_profile_predictions_loss: 165.9963 - logcount_predictions_loss: 0.5785 267/2232 [==>...........................] - ETA: 10:10 - loss: 167.0265 - logits_profile_predictions_loss: 165.9854 - logcount_predictions_loss: 0.5784 268/2232 [==>...........................] - ETA: 10:10 - loss: 167.0154 - logits_profile_predictions_loss: 165.9743 - logcount_predictions_loss: 0.5783 269/2232 [==>...........................] - ETA: 10:10 - loss: 167.0043 - 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[==>...........................] - ETA: 10:07 - loss: 166.9298 - logits_profile_predictions_loss: 165.8898 - logcount_predictions_loss: 0.5778 277/2232 [==>...........................] - ETA: 10:07 - loss: 166.9201 - logits_profile_predictions_loss: 165.8802 - logcount_predictions_loss: 0.5777 278/2232 [==>...........................] - ETA: 10:07 - loss: 166.9099 - logits_profile_predictions_loss: 165.8701 - logcount_predictions_loss: 0.5776 279/2232 [==>...........................] - ETA: 10:07 - loss: 166.8995 - logits_profile_predictions_loss: 165.8598 - logcount_predictions_loss: 0.5776 280/2232 [==>...........................] - ETA: 10:06 - loss: 166.8895 - logits_profile_predictions_loss: 165.8499 - logcount_predictions_loss: 0.5775 281/2232 [==>...........................] - ETA: 10:06 - loss: 166.8796 - logits_profile_predictions_loss: 165.8402 - logcount_predictions_loss: 0.5774 282/2232 [==>...........................] - ETA: 10:06 - loss: 166.8693 - 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[==>...........................] - ETA: 10:03 - loss: 166.7963 - logits_profile_predictions_loss: 165.7579 - logcount_predictions_loss: 0.5769 290/2232 [==>...........................] - ETA: 10:03 - loss: 166.7846 - logits_profile_predictions_loss: 165.7462 - logcount_predictions_loss: 0.5768 291/2232 [==>...........................] - ETA: 10:03 - loss: 166.7733 - logits_profile_predictions_loss: 165.7351 - logcount_predictions_loss: 0.5768 292/2232 [==>...........................] - ETA: 10:03 - loss: 166.7620 - logits_profile_predictions_loss: 165.7239 - logcount_predictions_loss: 0.5767 293/2232 [==>...........................] - ETA: 10:02 - loss: 166.7510 - logits_profile_predictions_loss: 165.7130 - logcount_predictions_loss: 0.5766 294/2232 [==>...........................] - ETA: 10:02 - loss: 166.7398 - logits_profile_predictions_loss: 165.7020 - logcount_predictions_loss: 0.5765 295/2232 [==>...........................] - ETA: 10:02 - loss: 166.7283 - 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[===>..........................] - ETA: 10:00 - loss: 166.6525 - logits_profile_predictions_loss: 165.6156 - logcount_predictions_loss: 0.5760 303/2232 [===>..........................] - ETA: 9:59 - loss: 166.6428 - logits_profile_predictions_loss: 165.6060 - logcount_predictions_loss: 0.5759  304/2232 [===>..........................] - ETA: 9:59 - loss: 166.6334 - logits_profile_predictions_loss: 165.5967 - logcount_predictions_loss: 0.5759 305/2232 [===>..........................] - ETA: 9:59 - loss: 166.6240 - logits_profile_predictions_loss: 165.5874 - logcount_predictions_loss: 0.5758 306/2232 [===>..........................] - ETA: 9:58 - loss: 166.6146 - logits_profile_predictions_loss: 165.5782 - logcount_predictions_loss: 0.5758 307/2232 [===>..........................] - ETA: 9:58 - loss: 166.6052 - logits_profile_predictions_loss: 165.5689 - logcount_predictions_loss: 0.5757 308/2232 [===>..........................] - ETA: 9:58 - loss: 166.5956 - 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logits_profile_predictions_loss: 165.4422 - logcount_predictions_loss: 0.5750 322/2232 [===>..........................] - ETA: 9:53 - loss: 166.4683 - logits_profile_predictions_loss: 165.4333 - logcount_predictions_loss: 0.5750 323/2232 [===>..........................] - ETA: 9:53 - loss: 166.4591 - logits_profile_predictions_loss: 165.4241 - logcount_predictions_loss: 0.5750 324/2232 [===>..........................] - ETA: 9:53 - loss: 166.4500 - logits_profile_predictions_loss: 165.4151 - logcount_predictions_loss: 0.5749 325/2232 [===>..........................] - ETA: 9:52 - loss: 166.4411 - logits_profile_predictions_loss: 165.4063 - logcount_predictions_loss: 0.5749 326/2232 [===>..........................] - ETA: 9:52 - loss: 166.4322 - logits_profile_predictions_loss: 165.3974 - logcount_predictions_loss: 0.5749 327/2232 [===>..........................] - ETA: 9:52 - loss: 166.4231 - logits_profile_predictions_loss: 165.3884 - logcount_predictions_loss: 0.5748 328/2232 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[====>.........................] - ETA: 9:28 - loss: 165.9632 - logits_profile_predictions_loss: 164.9308 - logcount_predictions_loss: 0.5736 407/2232 [====>.........................] - ETA: 9:27 - loss: 165.9598 - logits_profile_predictions_loss: 164.9274 - logcount_predictions_loss: 0.5736 408/2232 [====>.........................] - ETA: 9:27 - loss: 165.9565 - logits_profile_predictions_loss: 164.9240 - logcount_predictions_loss: 0.5736 409/2232 [====>.........................] - ETA: 9:27 - loss: 165.9529 - logits_profile_predictions_loss: 164.9205 - logcount_predictions_loss: 0.5736 410/2232 [====>.........................] - ETA: 9:26 - loss: 165.9495 - logits_profile_predictions_loss: 164.9171 - logcount_predictions_loss: 0.5736 411/2232 [====>.........................] - ETA: 9:26 - loss: 165.9459 - logits_profile_predictions_loss: 164.9135 - logcount_predictions_loss: 0.5735 412/2232 [====>.........................] - ETA: 9:26 - loss: 165.9423 - 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[====>.........................] - ETA: 9:24 - loss: 165.9183 - logits_profile_predictions_loss: 164.8859 - logcount_predictions_loss: 0.5735 420/2232 [====>.........................] - ETA: 9:23 - loss: 165.9148 - logits_profile_predictions_loss: 164.8825 - logcount_predictions_loss: 0.5735 421/2232 [====>.........................] - ETA: 9:23 - loss: 165.9114 - logits_profile_predictions_loss: 164.8791 - logcount_predictions_loss: 0.5735 422/2232 [====>.........................] - ETA: 9:23 - loss: 165.9083 - logits_profile_predictions_loss: 164.8761 - logcount_predictions_loss: 0.5735 423/2232 [====>.........................] - ETA: 9:22 - loss: 165.9052 - logits_profile_predictions_loss: 164.8729 - logcount_predictions_loss: 0.5735 424/2232 [====>.........................] - ETA: 9:22 - loss: 165.9019 - logits_profile_predictions_loss: 164.8696 - logcount_predictions_loss: 0.5735 425/2232 [====>.........................] - ETA: 9:22 - loss: 165.8987 - 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[====>.........................] - ETA: 9:20 - loss: 165.8774 - logits_profile_predictions_loss: 164.8452 - logcount_predictions_loss: 0.5734 433/2232 [====>.........................] - ETA: 9:19 - loss: 165.8744 - logits_profile_predictions_loss: 164.8422 - logcount_predictions_loss: 0.5734 434/2232 [====>.........................] - ETA: 9:19 - loss: 165.8714 - logits_profile_predictions_loss: 164.8392 - logcount_predictions_loss: 0.5734 435/2232 [====>.........................] - ETA: 9:19 - loss: 165.8680 - logits_profile_predictions_loss: 164.8358 - logcount_predictions_loss: 0.5734 436/2232 [====>.........................] - ETA: 9:18 - loss: 165.8647 - logits_profile_predictions_loss: 164.8326 - logcount_predictions_loss: 0.5734 437/2232 [====>.........................] - ETA: 9:18 - loss: 165.8613 - logits_profile_predictions_loss: 164.8291 - logcount_predictions_loss: 0.5734 438/2232 [====>.........................] - ETA: 9:18 - loss: 165.8581 - logits_profile_predictions_loss: 164.8260 - logcount_predictions_loss: 0.5734 439/2232 [====>.........................] - ETA: 9:17 - loss: 165.8549 - logits_profile_predictions_loss: 164.8228 - logcount_predictions_loss: 0.5734 440/2232 [====>.........................] - ETA: 9:17 - loss: 165.8519 - logits_profile_predictions_loss: 164.8197 - logcount_predictions_loss: 0.5734 441/2232 [====>.........................] - ETA: 9:17 - loss: 165.8489 - logits_profile_predictions_loss: 164.8168 - logcount_predictions_loss: 0.5734 442/2232 [====>.........................] - ETA: 9:17 - loss: 165.8462 - logits_profile_predictions_loss: 164.8140 - logcount_predictions_loss: 0.5734 443/2232 [====>.........................] - ETA: 9:16 - loss: 165.8435 - logits_profile_predictions_loss: 164.8114 - logcount_predictions_loss: 0.5734 444/2232 [====>.........................] - ETA: 9:16 - loss: 165.8411 - logits_profile_predictions_loss: 164.8090 - logcount_predictions_loss: 0.5734 445/2232 [====>.........................] - ETA: 9:16 - loss: 165.8386 - logits_profile_predictions_loss: 164.8065 - logcount_predictions_loss: 0.5734 446/2232 [====>.........................] - ETA: 9:15 - loss: 165.8363 - logits_profile_predictions_loss: 164.8042 - logcount_predictions_loss: 0.5734 447/2232 [=====>........................] - ETA: 9:15 - loss: 165.8340 - logits_profile_predictions_loss: 164.8019 - logcount_predictions_loss: 0.5734 448/2232 [=====>........................] - ETA: 9:15 - loss: 165.8315 - logits_profile_predictions_loss: 164.7994 - logcount_predictions_loss: 0.5734 449/2232 [=====>........................] - ETA: 9:14 - loss: 165.8289 - logits_profile_predictions_loss: 164.7968 - logcount_predictions_loss: 0.5734 450/2232 [=====>........................] - ETA: 9:14 - loss: 165.8263 - logits_profile_predictions_loss: 164.7943 - logcount_predictions_loss: 0.5734 451/2232 [=====>........................] - ETA: 9:14 - loss: 165.8241 - 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[==============================] - 732s 328ms/step - loss: 164.2175 - logits_profile_predictions_loss: 163.1935 - logcount_predictions_loss: 0.5689 - val_loss: 207.6641 - val_logits_profile_predictions_loss: 206.7213 - val_logcount_predictions_loss: 0.5238 + +Epoch 00005: val_loss improved from 209.62358 to 207.66406, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1/chrombpnet.h5 +Epoch 6/50 + 1/2232 [..............................] - ETA: 11:48 - loss: 163.3268 - logits_profile_predictions_loss: 162.2536 - logcount_predictions_loss: 0.5962 2/2232 [..............................] - ETA: 11:26 - loss: 157.1371 - logits_profile_predictions_loss: 156.1069 - logcount_predictions_loss: 0.5723 3/2232 [..............................] - ETA: 11:26 - loss: 154.4088 - logits_profile_predictions_loss: 153.3545 - logcount_predictions_loss: 0.5857 4/2232 [..............................] - ETA: 11:28 - loss: 152.9055 - 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[..............................] - ETA: 11:26 - loss: 149.1961 - logits_profile_predictions_loss: 148.1487 - logcount_predictions_loss: 0.5819 12/2232 [..............................] - ETA: 11:25 - loss: 149.2884 - logits_profile_predictions_loss: 148.2379 - logcount_predictions_loss: 0.5836 13/2232 [..............................] - ETA: 11:25 - loss: 149.3411 - logits_profile_predictions_loss: 148.2883 - logcount_predictions_loss: 0.5849 14/2232 [..............................] - ETA: 11:25 - loss: 149.2205 - logits_profile_predictions_loss: 148.1685 - logcount_predictions_loss: 0.5844 15/2232 [..............................] - ETA: 11:25 - loss: 149.0783 - logits_profile_predictions_loss: 148.0279 - logcount_predictions_loss: 0.5836 16/2232 [..............................] - ETA: 11:24 - loss: 148.9889 - logits_profile_predictions_loss: 147.9405 - logcount_predictions_loss: 0.5825 17/2232 [..............................] - ETA: 11:24 - loss: 149.0544 - 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[..............................] - ETA: 11:22 - loss: 150.0974 - logits_profile_predictions_loss: 149.0600 - logcount_predictions_loss: 0.5763 25/2232 [..............................] - ETA: 11:22 - loss: 150.2791 - logits_profile_predictions_loss: 149.2438 - logcount_predictions_loss: 0.5752 26/2232 [..............................] - ETA: 11:21 - loss: 150.4145 - logits_profile_predictions_loss: 149.3811 - logcount_predictions_loss: 0.5741 27/2232 [..............................] - ETA: 11:21 - loss: 150.5409 - logits_profile_predictions_loss: 149.5096 - logcount_predictions_loss: 0.5729 28/2232 [..............................] - ETA: 11:21 - loss: 150.7251 - logits_profile_predictions_loss: 149.6958 - logcount_predictions_loss: 0.5718 29/2232 [..............................] - ETA: 11:21 - loss: 151.0137 - logits_profile_predictions_loss: 149.9857 - logcount_predictions_loss: 0.5712 30/2232 [..............................] - ETA: 11:20 - loss: 151.2498 - 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[============================>.] - ETA: 1s - loss: 162.6035 - logits_profile_predictions_loss: 161.6105 - logcount_predictions_loss: 0.5517 2229/2232 [============================>.] - ETA: 0s - loss: 162.6036 - logits_profile_predictions_loss: 161.6106 - logcount_predictions_loss: 0.5517 2230/2232 [============================>.] - ETA: 0s - loss: 162.6037 - logits_profile_predictions_loss: 161.6107 - logcount_predictions_loss: 0.5517 2231/2232 [============================>.] - ETA: 0s - loss: 162.6038 - logits_profile_predictions_loss: 161.6107 - logcount_predictions_loss: 0.5517 2232/2232 [==============================] - ETA: 0s - loss: 162.6038 - logits_profile_predictions_loss: 161.6108 - logcount_predictions_loss: 0.5517 2232/2232 [==============================] - 733s 328ms/step - loss: 162.6039 - logits_profile_predictions_loss: 161.6109 - logcount_predictions_loss: 0.5517 - val_loss: 207.9512 - val_logits_profile_predictions_loss: 206.9893 - val_logcount_predictions_loss: 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[..............................] - ETA: 11:26 - loss: 152.9012 - logits_profile_predictions_loss: 152.1955 - logcount_predictions_loss: 0.3921 8/2232 [..............................] - ETA: 11:26 - loss: 155.4152 - logits_profile_predictions_loss: 154.6844 - logcount_predictions_loss: 0.4060 9/2232 [..............................] - ETA: 11:26 - loss: 157.3444 - logits_profile_predictions_loss: 156.5932 - logcount_predictions_loss: 0.4173 10/2232 [..............................] - ETA: 11:25 - loss: 159.3550 - logits_profile_predictions_loss: 158.5856 - logcount_predictions_loss: 0.4274 11/2232 [..............................] - ETA: 11:25 - loss: 160.7943 - logits_profile_predictions_loss: 160.0122 - logcount_predictions_loss: 0.4345 12/2232 [..............................] - ETA: 11:25 - loss: 161.8360 - logits_profile_predictions_loss: 161.0441 - logcount_predictions_loss: 0.4399 13/2232 [..............................] - ETA: 11:25 - loss: 162.6340 - logits_profile_predictions_loss: 161.8293 - logcount_predictions_loss: 0.4470 14/2232 [..............................] - ETA: 11:24 - loss: 163.3608 - logits_profile_predictions_loss: 162.5455 - logcount_predictions_loss: 0.4529 15/2232 [..............................] - ETA: 11:24 - loss: 163.9667 - logits_profile_predictions_loss: 163.1394 - logcount_predictions_loss: 0.4596 16/2232 [..............................] - ETA: 11:24 - loss: 164.4203 - logits_profile_predictions_loss: 163.5792 - logcount_predictions_loss: 0.4673 17/2232 [..............................] - ETA: 11:23 - loss: 164.9616 - logits_profile_predictions_loss: 164.1073 - logcount_predictions_loss: 0.4746 18/2232 [..............................] - ETA: 11:23 - loss: 165.3700 - logits_profile_predictions_loss: 164.5043 - logcount_predictions_loss: 0.4810 19/2232 [..............................] - ETA: 11:23 - loss: 165.7640 - logits_profile_predictions_loss: 164.8889 - logcount_predictions_loss: 0.4861 20/2232 [..............................] - ETA: 11:23 - loss: 166.0704 - logits_profile_predictions_loss: 165.1865 - logcount_predictions_loss: 0.4910 21/2232 [..............................] - ETA: 11:22 - loss: 166.2636 - logits_profile_predictions_loss: 165.3713 - logcount_predictions_loss: 0.4958 22/2232 [..............................] - ETA: 11:22 - loss: 166.3931 - logits_profile_predictions_loss: 165.4917 - logcount_predictions_loss: 0.5007 23/2232 [..............................] - ETA: 11:22 - loss: 166.4534 - logits_profile_predictions_loss: 165.5424 - logcount_predictions_loss: 0.5061 24/2232 [..............................] - ETA: 11:22 - loss: 166.4176 - logits_profile_predictions_loss: 165.4978 - logcount_predictions_loss: 0.5110 25/2232 [..............................] - ETA: 11:21 - loss: 166.3765 - logits_profile_predictions_loss: 165.4496 - logcount_predictions_loss: 0.5150 26/2232 [..............................] - ETA: 11:21 - loss: 166.3091 - 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[====>.........................] - ETA: 9:34 - loss: 163.4795 - logits_profile_predictions_loss: 162.4828 - logcount_predictions_loss: 0.5538 385/2232 [====>.........................] - ETA: 9:33 - loss: 163.4783 - logits_profile_predictions_loss: 162.4815 - logcount_predictions_loss: 0.5537 386/2232 [====>.........................] - ETA: 9:33 - loss: 163.4770 - logits_profile_predictions_loss: 162.4802 - logcount_predictions_loss: 0.5537 387/2232 [====>.........................] - ETA: 9:33 - loss: 163.4758 - logits_profile_predictions_loss: 162.4791 - logcount_predictions_loss: 0.5537 388/2232 [====>.........................] - ETA: 9:33 - loss: 163.4746 - logits_profile_predictions_loss: 162.4779 - logcount_predictions_loss: 0.5537 389/2232 [====>.........................] - ETA: 9:32 - loss: 163.4731 - logits_profile_predictions_loss: 162.4765 - logcount_predictions_loss: 0.5537 390/2232 [====>.........................] - ETA: 9:32 - loss: 163.4717 - 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[====>.........................] - ETA: 9:18 - loss: 163.4078 - logits_profile_predictions_loss: 162.4127 - logcount_predictions_loss: 0.5528 437/2232 [====>.........................] - ETA: 9:17 - loss: 163.4073 - logits_profile_predictions_loss: 162.4122 - logcount_predictions_loss: 0.5528 438/2232 [====>.........................] - ETA: 9:17 - loss: 163.4069 - logits_profile_predictions_loss: 162.4118 - logcount_predictions_loss: 0.5528 439/2232 [====>.........................] - ETA: 9:17 - loss: 163.4063 - logits_profile_predictions_loss: 162.4113 - logcount_predictions_loss: 0.5528 440/2232 [====>.........................] - ETA: 9:17 - loss: 163.4057 - logits_profile_predictions_loss: 162.4107 - logcount_predictions_loss: 0.5528 441/2232 [====>.........................] - ETA: 9:16 - loss: 163.4051 - logits_profile_predictions_loss: 162.4101 - logcount_predictions_loss: 0.5527 442/2232 [====>.........................] - ETA: 9:16 - loss: 163.4045 - 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[====>.........................] - ETA: 9:20 - loss: 158.5948 - logits_profile_predictions_loss: 157.6555 - logcount_predictions_loss: 0.5218 432/2232 [====>.........................] - ETA: 9:19 - loss: 158.5995 - logits_profile_predictions_loss: 157.6602 - logcount_predictions_loss: 0.5218 433/2232 [====>.........................] - ETA: 9:19 - loss: 158.6043 - logits_profile_predictions_loss: 157.6650 - logcount_predictions_loss: 0.5218 434/2232 [====>.........................] - ETA: 9:19 - loss: 158.6091 - logits_profile_predictions_loss: 157.6698 - logcount_predictions_loss: 0.5218 435/2232 [====>.........................] - ETA: 9:18 - loss: 158.6140 - logits_profile_predictions_loss: 157.6747 - logcount_predictions_loss: 0.5218 436/2232 [====>.........................] - ETA: 9:18 - loss: 158.6189 - logits_profile_predictions_loss: 157.6796 - logcount_predictions_loss: 0.5219 437/2232 [====>.........................] - ETA: 9:18 - loss: 158.6238 - 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[====>.........................] - ETA: 9:33 - loss: 161.4980 - logits_profile_predictions_loss: 160.5755 - logcount_predictions_loss: 0.5125 389/2232 [====>.........................] - ETA: 9:33 - loss: 161.4964 - logits_profile_predictions_loss: 160.5739 - logcount_predictions_loss: 0.5125 390/2232 [====>.........................] - ETA: 9:32 - loss: 161.4946 - logits_profile_predictions_loss: 160.5722 - logcount_predictions_loss: 0.5125 391/2232 [====>.........................] - ETA: 9:32 - loss: 161.4928 - logits_profile_predictions_loss: 160.5704 - logcount_predictions_loss: 0.5124 392/2232 [====>.........................] - ETA: 9:32 - loss: 161.4911 - logits_profile_predictions_loss: 160.5687 - logcount_predictions_loss: 0.5124 393/2232 [====>.........................] - ETA: 9:31 - loss: 161.4891 - logits_profile_predictions_loss: 160.5668 - logcount_predictions_loss: 0.5124 394/2232 [====>.........................] - ETA: 9:31 - loss: 161.4871 - 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[====>.........................] - ETA: 9:29 - loss: 161.4729 - logits_profile_predictions_loss: 160.5509 - logcount_predictions_loss: 0.5122 402/2232 [====>.........................] - ETA: 9:29 - loss: 161.4704 - logits_profile_predictions_loss: 160.5484 - logcount_predictions_loss: 0.5122 403/2232 [====>.........................] - ETA: 9:28 - loss: 161.4677 - logits_profile_predictions_loss: 160.5458 - logcount_predictions_loss: 0.5122 404/2232 [====>.........................] - ETA: 9:28 - loss: 161.4652 - logits_profile_predictions_loss: 160.5434 - logcount_predictions_loss: 0.5122 405/2232 [====>.........................] - ETA: 9:28 - loss: 161.4629 - logits_profile_predictions_loss: 160.5410 - logcount_predictions_loss: 0.5121 406/2232 [====>.........................] - ETA: 9:27 - loss: 161.4603 - logits_profile_predictions_loss: 160.5385 - logcount_predictions_loss: 0.5121 407/2232 [====>.........................] - ETA: 9:27 - loss: 161.4574 - 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[====>.........................] - ETA: 9:25 - loss: 161.4331 - logits_profile_predictions_loss: 160.5116 - logcount_predictions_loss: 0.5119 415/2232 [====>.........................] - ETA: 9:25 - loss: 161.4293 - logits_profile_predictions_loss: 160.5079 - logcount_predictions_loss: 0.5119 416/2232 [====>.........................] - ETA: 9:24 - loss: 161.4254 - logits_profile_predictions_loss: 160.5040 - logcount_predictions_loss: 0.5119 417/2232 [====>.........................] - ETA: 9:24 - loss: 161.4216 - logits_profile_predictions_loss: 160.5003 - logcount_predictions_loss: 0.5118 418/2232 [====>.........................] - ETA: 9:24 - loss: 161.4181 - logits_profile_predictions_loss: 160.4968 - logcount_predictions_loss: 0.5118 419/2232 [====>.........................] - ETA: 9:23 - loss: 161.4146 - logits_profile_predictions_loss: 160.4934 - logcount_predictions_loss: 0.5118 420/2232 [====>.........................] - ETA: 9:23 - loss: 161.4109 - 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[====>.........................] - ETA: 9:21 - loss: 161.3857 - logits_profile_predictions_loss: 160.4649 - logcount_predictions_loss: 0.5116 428/2232 [====>.........................] - ETA: 9:21 - loss: 161.3820 - logits_profile_predictions_loss: 160.4613 - logcount_predictions_loss: 0.5115 429/2232 [====>.........................] - ETA: 9:20 - loss: 161.3786 - logits_profile_predictions_loss: 160.4579 - logcount_predictions_loss: 0.5115 430/2232 [====>.........................] - ETA: 9:20 - loss: 161.3751 - logits_profile_predictions_loss: 160.4544 - logcount_predictions_loss: 0.5115 431/2232 [====>.........................] - ETA: 9:20 - loss: 161.3717 - logits_profile_predictions_loss: 160.4511 - logcount_predictions_loss: 0.5114 432/2232 [====>.........................] - ETA: 9:19 - loss: 161.3683 - logits_profile_predictions_loss: 160.4477 - logcount_predictions_loss: 0.5114 433/2232 [====>.........................] - ETA: 9:19 - loss: 161.3646 - 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[===>..........................] - ETA: 9:38 - loss: 163.0995 - logits_profile_predictions_loss: 162.2384 - logcount_predictions_loss: 0.4784 372/2232 [====>.........................] - ETA: 9:38 - loss: 163.0944 - logits_profile_predictions_loss: 162.2332 - logcount_predictions_loss: 0.4784 373/2232 [====>.........................] - ETA: 9:38 - loss: 163.0891 - logits_profile_predictions_loss: 162.2279 - logcount_predictions_loss: 0.4784 374/2232 [====>.........................] - ETA: 9:37 - loss: 163.0840 - logits_profile_predictions_loss: 162.2227 - logcount_predictions_loss: 0.4785 375/2232 [====>.........................] - ETA: 9:37 - loss: 163.0786 - logits_profile_predictions_loss: 162.2173 - logcount_predictions_loss: 0.4785 376/2232 [====>.........................] - ETA: 9:37 - loss: 163.0732 - logits_profile_predictions_loss: 162.2118 - logcount_predictions_loss: 0.4785 377/2232 [====>.........................] - ETA: 9:36 - loss: 163.0680 - 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[====>.........................] - ETA: 9:26 - loss: 162.9357 - logits_profile_predictions_loss: 162.0728 - logcount_predictions_loss: 0.4794 411/2232 [====>.........................] - ETA: 9:26 - loss: 162.9320 - logits_profile_predictions_loss: 162.0691 - logcount_predictions_loss: 0.4794 412/2232 [====>.........................] - ETA: 9:26 - loss: 162.9285 - logits_profile_predictions_loss: 162.0656 - logcount_predictions_loss: 0.4794 413/2232 [====>.........................] - ETA: 9:25 - loss: 162.9250 - logits_profile_predictions_loss: 162.0620 - logcount_predictions_loss: 0.4794 414/2232 [====>.........................] - ETA: 9:25 - loss: 162.9213 - logits_profile_predictions_loss: 162.0583 - logcount_predictions_loss: 0.4794 415/2232 [====>.........................] - ETA: 9:25 - loss: 162.9177 - logits_profile_predictions_loss: 162.0547 - logcount_predictions_loss: 0.4795 416/2232 [====>.........................] - ETA: 9:24 - loss: 162.9139 - 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[====>.........................] - ETA: 9:22 - loss: 162.8866 - logits_profile_predictions_loss: 162.0233 - logcount_predictions_loss: 0.4796 424/2232 [====>.........................] - ETA: 9:22 - loss: 162.8825 - logits_profile_predictions_loss: 162.0192 - logcount_predictions_loss: 0.4796 425/2232 [====>.........................] - ETA: 9:22 - loss: 162.8787 - logits_profile_predictions_loss: 162.0153 - logcount_predictions_loss: 0.4796 426/2232 [====>.........................] - ETA: 9:21 - loss: 162.8748 - logits_profile_predictions_loss: 162.0114 - logcount_predictions_loss: 0.4797 427/2232 [====>.........................] - ETA: 9:21 - loss: 162.8707 - logits_profile_predictions_loss: 162.0073 - logcount_predictions_loss: 0.4797 428/2232 [====>.........................] - ETA: 9:21 - loss: 162.8662 - logits_profile_predictions_loss: 162.0028 - logcount_predictions_loss: 0.4797 429/2232 [====>.........................] - ETA: 9:20 - loss: 162.8617 - 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[===>..........................] - ETA: 9:55 - loss: 157.1910 - logits_profile_predictions_loss: 156.2992 - logcount_predictions_loss: 0.4954 315/2232 [===>..........................] - ETA: 9:55 - loss: 157.1939 - logits_profile_predictions_loss: 156.3022 - logcount_predictions_loss: 0.4954 316/2232 [===>..........................] - ETA: 9:55 - loss: 157.1973 - logits_profile_predictions_loss: 156.3057 - logcount_predictions_loss: 0.4953 317/2232 [===>..........................] - ETA: 9:54 - loss: 157.2009 - logits_profile_predictions_loss: 156.3093 - logcount_predictions_loss: 0.4953 318/2232 [===>..........................] - ETA: 9:54 - loss: 157.2043 - logits_profile_predictions_loss: 156.3127 - logcount_predictions_loss: 0.4953 319/2232 [===>..........................] - ETA: 9:54 - loss: 157.2076 - logits_profile_predictions_loss: 156.3160 - logcount_predictions_loss: 0.4953 320/2232 [===>..........................] - ETA: 9:53 - loss: 157.2106 - 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[===>..........................] - ETA: 9:51 - loss: 157.2309 - logits_profile_predictions_loss: 156.3395 - logcount_predictions_loss: 0.4952 328/2232 [===>..........................] - ETA: 9:51 - loss: 157.2335 - logits_profile_predictions_loss: 156.3421 - logcount_predictions_loss: 0.4952 329/2232 [===>..........................] - ETA: 9:51 - loss: 157.2360 - logits_profile_predictions_loss: 156.3447 - logcount_predictions_loss: 0.4952 330/2232 [===>..........................] - ETA: 9:50 - loss: 157.2388 - logits_profile_predictions_loss: 156.3475 - logcount_predictions_loss: 0.4952 331/2232 [===>..........................] - ETA: 9:50 - loss: 157.2419 - logits_profile_predictions_loss: 156.3506 - logcount_predictions_loss: 0.4951 332/2232 [===>..........................] - ETA: 9:50 - loss: 157.2452 - logits_profile_predictions_loss: 156.3539 - logcount_predictions_loss: 0.4951 333/2232 [===>..........................] - ETA: 9:49 - loss: 157.2482 - 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[===>..........................] - ETA: 9:47 - loss: 157.2668 - logits_profile_predictions_loss: 156.3757 - logcount_predictions_loss: 0.4950 341/2232 [===>..........................] - ETA: 9:47 - loss: 157.2696 - logits_profile_predictions_loss: 156.3785 - logcount_predictions_loss: 0.4950 342/2232 [===>..........................] - ETA: 9:47 - loss: 157.2724 - logits_profile_predictions_loss: 156.3814 - logcount_predictions_loss: 0.4950 343/2232 [===>..........................] - ETA: 9:46 - loss: 157.2755 - logits_profile_predictions_loss: 156.3845 - logcount_predictions_loss: 0.4950 344/2232 [===>..........................] - ETA: 9:46 - loss: 157.2787 - logits_profile_predictions_loss: 156.3878 - logcount_predictions_loss: 0.4950 345/2232 [===>..........................] - ETA: 9:46 - loss: 157.2818 - logits_profile_predictions_loss: 156.3908 - logcount_predictions_loss: 0.4950 346/2232 [===>..........................] - ETA: 9:45 - loss: 157.2848 - 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[===>..........................] - ETA: 9:43 - loss: 157.3063 - logits_profile_predictions_loss: 156.4156 - logcount_predictions_loss: 0.4948 354/2232 [===>..........................] - ETA: 9:43 - loss: 157.3087 - logits_profile_predictions_loss: 156.4180 - logcount_predictions_loss: 0.4948 355/2232 [===>..........................] - ETA: 9:43 - loss: 157.3108 - logits_profile_predictions_loss: 156.4201 - logcount_predictions_loss: 0.4948 356/2232 [===>..........................] - ETA: 9:42 - loss: 157.3130 - logits_profile_predictions_loss: 156.4224 - logcount_predictions_loss: 0.4948 357/2232 [===>..........................] - ETA: 9:42 - loss: 157.3151 - logits_profile_predictions_loss: 156.4245 - logcount_predictions_loss: 0.4948 358/2232 [===>..........................] - ETA: 9:42 - loss: 157.3169 - logits_profile_predictions_loss: 156.4263 - logcount_predictions_loss: 0.4947 359/2232 [===>..........................] - ETA: 9:41 - loss: 157.3183 - 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[===>..........................] - ETA: 9:39 - loss: 157.3268 - logits_profile_predictions_loss: 156.4365 - logcount_predictions_loss: 0.4946 367/2232 [===>..........................] - ETA: 9:39 - loss: 157.3277 - logits_profile_predictions_loss: 156.4375 - logcount_predictions_loss: 0.4946 368/2232 [===>..........................] - ETA: 9:39 - loss: 157.3284 - logits_profile_predictions_loss: 156.4382 - logcount_predictions_loss: 0.4945 369/2232 [===>..........................] - ETA: 9:38 - loss: 157.3287 - logits_profile_predictions_loss: 156.4386 - logcount_predictions_loss: 0.4945 370/2232 [===>..........................] - ETA: 9:38 - loss: 157.3289 - logits_profile_predictions_loss: 156.4388 - logcount_predictions_loss: 0.4945 371/2232 [===>..........................] - ETA: 9:38 - loss: 157.3295 - logits_profile_predictions_loss: 156.4395 - logcount_predictions_loss: 0.4945 372/2232 [====>.........................] - ETA: 9:37 - loss: 157.3303 - 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[====>.........................] - ETA: 9:35 - loss: 157.3365 - logits_profile_predictions_loss: 156.4467 - logcount_predictions_loss: 0.4943 380/2232 [====>.........................] - ETA: 9:35 - loss: 157.3371 - logits_profile_predictions_loss: 156.4473 - logcount_predictions_loss: 0.4943 381/2232 [====>.........................] - ETA: 9:35 - loss: 157.3377 - logits_profile_predictions_loss: 156.4479 - logcount_predictions_loss: 0.4943 382/2232 [====>.........................] - ETA: 9:34 - loss: 157.3385 - logits_profile_predictions_loss: 156.4488 - logcount_predictions_loss: 0.4943 383/2232 [====>.........................] - ETA: 9:34 - loss: 157.3392 - logits_profile_predictions_loss: 156.4495 - logcount_predictions_loss: 0.4943 384/2232 [====>.........................] - ETA: 9:34 - loss: 157.3397 - logits_profile_predictions_loss: 156.4500 - logcount_predictions_loss: 0.4942 385/2232 [====>.........................] - ETA: 9:33 - loss: 157.3401 - 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[====>.........................] - ETA: 9:31 - loss: 157.3467 - logits_profile_predictions_loss: 156.4572 - logcount_predictions_loss: 0.4941 393/2232 [====>.........................] - ETA: 9:31 - loss: 157.3479 - logits_profile_predictions_loss: 156.4585 - logcount_predictions_loss: 0.4941 394/2232 [====>.........................] - ETA: 9:31 - loss: 157.3491 - logits_profile_predictions_loss: 156.4597 - logcount_predictions_loss: 0.4941 395/2232 [====>.........................] - ETA: 9:30 - loss: 157.3505 - logits_profile_predictions_loss: 156.4611 - logcount_predictions_loss: 0.4941 396/2232 [====>.........................] - ETA: 9:30 - loss: 157.3521 - logits_profile_predictions_loss: 156.4627 - logcount_predictions_loss: 0.4941 397/2232 [====>.........................] - ETA: 9:30 - loss: 157.3538 - logits_profile_predictions_loss: 156.4644 - logcount_predictions_loss: 0.4941 398/2232 [====>.........................] - ETA: 9:29 - loss: 157.3552 - 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[====>.........................] - ETA: 9:27 - loss: 157.3669 - logits_profile_predictions_loss: 156.4777 - logcount_predictions_loss: 0.4940 406/2232 [====>.........................] - ETA: 9:27 - loss: 157.3688 - logits_profile_predictions_loss: 156.4796 - logcount_predictions_loss: 0.4940 407/2232 [====>.........................] - ETA: 9:27 - loss: 157.3705 - logits_profile_predictions_loss: 156.4814 - logcount_predictions_loss: 0.4940 408/2232 [====>.........................] - ETA: 9:26 - loss: 157.3724 - logits_profile_predictions_loss: 156.4833 - logcount_predictions_loss: 0.4939 409/2232 [====>.........................] - ETA: 9:26 - loss: 157.3742 - logits_profile_predictions_loss: 156.4851 - logcount_predictions_loss: 0.4939 410/2232 [====>.........................] - ETA: 9:26 - loss: 157.3760 - logits_profile_predictions_loss: 156.4869 - logcount_predictions_loss: 0.4939 411/2232 [====>.........................] - ETA: 9:25 - loss: 157.3777 - logits_profile_predictions_loss: 156.4886 - logcount_predictions_loss: 0.4939 412/2232 [====>.........................] - ETA: 9:25 - loss: 157.3792 - logits_profile_predictions_loss: 156.4902 - logcount_predictions_loss: 0.4939 413/2232 [====>.........................] - ETA: 9:25 - loss: 157.3806 - logits_profile_predictions_loss: 156.4916 - logcount_predictions_loss: 0.4939 414/2232 [====>.........................] - ETA: 9:24 - loss: 157.3821 - logits_profile_predictions_loss: 156.4931 - logcount_predictions_loss: 0.4939 415/2232 [====>.........................] - ETA: 9:24 - loss: 157.3835 - logits_profile_predictions_loss: 156.4945 - logcount_predictions_loss: 0.4939 416/2232 [====>.........................] - ETA: 9:24 - loss: 157.3852 - logits_profile_predictions_loss: 156.4963 - logcount_predictions_loss: 0.4938 417/2232 [====>.........................] - ETA: 9:23 - loss: 157.3869 - logits_profile_predictions_loss: 156.4980 - logcount_predictions_loss: 0.4938 418/2232 [====>.........................] - ETA: 9:23 - loss: 157.3886 - logits_profile_predictions_loss: 156.4997 - logcount_predictions_loss: 0.4938 419/2232 [====>.........................] - ETA: 9:23 - loss: 157.3902 - logits_profile_predictions_loss: 156.5013 - logcount_predictions_loss: 0.4938 420/2232 [====>.........................] - ETA: 9:23 - loss: 157.3919 - logits_profile_predictions_loss: 156.5030 - logcount_predictions_loss: 0.4938 421/2232 [====>.........................] - ETA: 9:22 - loss: 157.3934 - logits_profile_predictions_loss: 156.5046 - logcount_predictions_loss: 0.4938 422/2232 [====>.........................] - ETA: 9:22 - loss: 157.3948 - logits_profile_predictions_loss: 156.5060 - logcount_predictions_loss: 0.4938 423/2232 [====>.........................] - ETA: 9:22 - loss: 157.3964 - logits_profile_predictions_loss: 156.5076 - logcount_predictions_loss: 0.4938 424/2232 [====>.........................] - ETA: 9:21 - loss: 157.3981 - 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[..............................] - ETA: 11:26 - loss: 180.2015 - logits_profile_predictions_loss: 179.4406 - logcount_predictions_loss: 0.4228 12/2232 [..............................] - ETA: 11:25 - loss: 179.2295 - logits_profile_predictions_loss: 178.4669 - logcount_predictions_loss: 0.4237 13/2232 [..............................] - ETA: 11:25 - loss: 178.3161 - logits_profile_predictions_loss: 177.5529 - logcount_predictions_loss: 0.4240 14/2232 [..............................] - ETA: 11:25 - loss: 177.5200 - logits_profile_predictions_loss: 176.7572 - logcount_predictions_loss: 0.4238 15/2232 [..............................] - ETA: 11:24 - loss: 176.9968 - logits_profile_predictions_loss: 176.2325 - logcount_predictions_loss: 0.4246 16/2232 [..............................] - ETA: 11:24 - loss: 176.5487 - logits_profile_predictions_loss: 175.7827 - logcount_predictions_loss: 0.4256 17/2232 [..............................] - ETA: 11:24 - loss: 176.0523 - logits_profile_predictions_loss: 175.2847 - logcount_predictions_loss: 0.4264 18/2232 [..............................] - ETA: 11:24 - loss: 175.5162 - logits_profile_predictions_loss: 174.7472 - logcount_predictions_loss: 0.4272 19/2232 [..............................] - ETA: 11:23 - loss: 175.0087 - logits_profile_predictions_loss: 174.2381 - logcount_predictions_loss: 0.4281 20/2232 [..............................] - ETA: 11:23 - loss: 174.5060 - logits_profile_predictions_loss: 173.7334 - logcount_predictions_loss: 0.4292 21/2232 [..............................] - ETA: 11:23 - loss: 174.0573 - logits_profile_predictions_loss: 173.2836 - logcount_predictions_loss: 0.4298 22/2232 [..............................] - ETA: 11:22 - loss: 173.6083 - logits_profile_predictions_loss: 172.8335 - logcount_predictions_loss: 0.4305 23/2232 [..............................] - ETA: 11:22 - loss: 173.2639 - logits_profile_predictions_loss: 172.4873 - logcount_predictions_loss: 0.4315 24/2232 [..............................] - ETA: 11:22 - loss: 172.8703 - logits_profile_predictions_loss: 172.0926 - logcount_predictions_loss: 0.4321 25/2232 [..............................] - ETA: 11:22 - loss: 172.4802 - logits_profile_predictions_loss: 171.7012 - logcount_predictions_loss: 0.4328 26/2232 [..............................] - ETA: 11:21 - loss: 172.0788 - logits_profile_predictions_loss: 171.2986 - logcount_predictions_loss: 0.4335 27/2232 [..............................] - ETA: 11:21 - loss: 171.7057 - logits_profile_predictions_loss: 170.9247 - logcount_predictions_loss: 0.4339 28/2232 [..............................] - ETA: 11:21 - loss: 171.3474 - logits_profile_predictions_loss: 170.5658 - logcount_predictions_loss: 0.4342 29/2232 [..............................] - ETA: 11:20 - loss: 170.9705 - logits_profile_predictions_loss: 170.1888 - logcount_predictions_loss: 0.4343 30/2232 [..............................] - ETA: 11:20 - loss: 170.6323 - logits_profile_predictions_loss: 169.8502 - logcount_predictions_loss: 0.4345 31/2232 [..............................] - ETA: 11:20 - loss: 170.3071 - logits_profile_predictions_loss: 169.5244 - logcount_predictions_loss: 0.4348 32/2232 [..............................] - ETA: 11:20 - loss: 169.9977 - logits_profile_predictions_loss: 169.2138 - logcount_predictions_loss: 0.4355 33/2232 [..............................] - ETA: 11:19 - loss: 169.7106 - logits_profile_predictions_loss: 168.9257 - logcount_predictions_loss: 0.4360 34/2232 [..............................] - ETA: 11:19 - loss: 169.4647 - logits_profile_predictions_loss: 168.6791 - logcount_predictions_loss: 0.4365 35/2232 [..............................] - ETA: 11:19 - loss: 169.2608 - logits_profile_predictions_loss: 168.4741 - logcount_predictions_loss: 0.4371 36/2232 [..............................] - ETA: 11:18 - loss: 169.0593 - logits_profile_predictions_loss: 168.2713 - logcount_predictions_loss: 0.4378 37/2232 [..............................] - ETA: 11:18 - loss: 168.8708 - logits_profile_predictions_loss: 168.0816 - logcount_predictions_loss: 0.4385 38/2232 [..............................] - ETA: 11:18 - loss: 168.6827 - logits_profile_predictions_loss: 167.8920 - logcount_predictions_loss: 0.4393 39/2232 [..............................] - ETA: 11:17 - loss: 168.5147 - logits_profile_predictions_loss: 167.7225 - logcount_predictions_loss: 0.4401 40/2232 [..............................] - ETA: 11:17 - loss: 168.3348 - logits_profile_predictions_loss: 167.5409 - logcount_predictions_loss: 0.4410 41/2232 [..............................] - ETA: 11:17 - loss: 168.1721 - logits_profile_predictions_loss: 167.3767 - logcount_predictions_loss: 0.4419 42/2232 [..............................] - ETA: 11:17 - loss: 168.0299 - logits_profile_predictions_loss: 167.2330 - logcount_predictions_loss: 0.4428 43/2232 [..............................] - ETA: 11:16 - loss: 167.8938 - logits_profile_predictions_loss: 167.0953 - logcount_predictions_loss: 0.4437 44/2232 [..............................] - ETA: 11:16 - loss: 167.7637 - logits_profile_predictions_loss: 166.9635 - logcount_predictions_loss: 0.4446 45/2232 [..............................] - ETA: 11:16 - loss: 167.6150 - logits_profile_predictions_loss: 166.8133 - logcount_predictions_loss: 0.4454 46/2232 [..............................] - ETA: 11:15 - loss: 167.4792 - logits_profile_predictions_loss: 166.6761 - logcount_predictions_loss: 0.4462 47/2232 [..............................] - ETA: 11:15 - loss: 167.3517 - logits_profile_predictions_loss: 166.5473 - logcount_predictions_loss: 0.4469 48/2232 [..............................] - ETA: 11:15 - loss: 167.2140 - logits_profile_predictions_loss: 166.4082 - logcount_predictions_loss: 0.4477 49/2232 [..............................] - ETA: 11:14 - loss: 167.0662 - logits_profile_predictions_loss: 166.2591 - logcount_predictions_loss: 0.4484 50/2232 [..............................] - ETA: 11:14 - loss: 166.9150 - logits_profile_predictions_loss: 166.1068 - logcount_predictions_loss: 0.4490 51/2232 [..............................] - ETA: 11:14 - loss: 166.7691 - logits_profile_predictions_loss: 165.9599 - logcount_predictions_loss: 0.4496 52/2232 [..............................] - ETA: 11:14 - loss: 166.6281 - logits_profile_predictions_loss: 165.8180 - logcount_predictions_loss: 0.4501 53/2232 [..............................] - ETA: 11:13 - loss: 166.4974 - logits_profile_predictions_loss: 165.6864 - logcount_predictions_loss: 0.4506 54/2232 [..............................] - ETA: 11:13 - loss: 166.3554 - logits_profile_predictions_loss: 165.5435 - logcount_predictions_loss: 0.4510 55/2232 [..............................] - ETA: 11:13 - loss: 166.2218 - logits_profile_predictions_loss: 165.4090 - logcount_predictions_loss: 0.4515 56/2232 [..............................] - ETA: 11:12 - loss: 166.0873 - logits_profile_predictions_loss: 165.2738 - logcount_predictions_loss: 0.4520 57/2232 [..............................] - ETA: 11:12 - loss: 165.9675 - logits_profile_predictions_loss: 165.1532 - logcount_predictions_loss: 0.4524 58/2232 [..............................] - ETA: 11:12 - loss: 165.8505 - logits_profile_predictions_loss: 165.0354 - logcount_predictions_loss: 0.4528 59/2232 [..............................] - ETA: 11:12 - loss: 165.7323 - logits_profile_predictions_loss: 164.9164 - logcount_predictions_loss: 0.4533 60/2232 [..............................] - ETA: 11:11 - loss: 165.6125 - logits_profile_predictions_loss: 164.7959 - logcount_predictions_loss: 0.4537 61/2232 [..............................] - ETA: 11:11 - loss: 165.4935 - logits_profile_predictions_loss: 164.6762 - logcount_predictions_loss: 0.4541 62/2232 [..............................] - ETA: 11:11 - loss: 165.3656 - logits_profile_predictions_loss: 164.5476 - logcount_predictions_loss: 0.4545 63/2232 [..............................] - ETA: 11:10 - loss: 165.2374 - logits_profile_predictions_loss: 164.4187 - logcount_predictions_loss: 0.4549 64/2232 [..............................] - ETA: 11:10 - loss: 165.1035 - logits_profile_predictions_loss: 164.2840 - logcount_predictions_loss: 0.4553 65/2232 [..............................] - ETA: 11:10 - loss: 164.9828 - logits_profile_predictions_loss: 164.1626 - logcount_predictions_loss: 0.4557 66/2232 [..............................] - ETA: 11:10 - loss: 164.8641 - logits_profile_predictions_loss: 164.0433 - logcount_predictions_loss: 0.4560 67/2232 [..............................] - ETA: 11:10 - loss: 164.7523 - logits_profile_predictions_loss: 163.9309 - logcount_predictions_loss: 0.4564 68/2232 [..............................] - ETA: 11:10 - loss: 164.6394 - logits_profile_predictions_loss: 163.8174 - logcount_predictions_loss: 0.4567 69/2232 [..............................] - ETA: 11:09 - loss: 164.5236 - logits_profile_predictions_loss: 163.7009 - logcount_predictions_loss: 0.4571 70/2232 [..............................] - ETA: 11:09 - loss: 164.4052 - logits_profile_predictions_loss: 163.5819 - logcount_predictions_loss: 0.4574 71/2232 [..............................] - ETA: 11:09 - loss: 164.2922 - logits_profile_predictions_loss: 163.4683 - logcount_predictions_loss: 0.4577 72/2232 [..............................] - ETA: 11:08 - loss: 164.1854 - logits_profile_predictions_loss: 163.3610 - logcount_predictions_loss: 0.4580 73/2232 [..............................] - ETA: 11:08 - loss: 164.0905 - logits_profile_predictions_loss: 163.2656 - logcount_predictions_loss: 0.4583 74/2232 [..............................] - ETA: 11:08 - loss: 163.9953 - logits_profile_predictions_loss: 163.1699 - logcount_predictions_loss: 0.4585 75/2232 [>.............................] - ETA: 11:08 - loss: 163.9004 - logits_profile_predictions_loss: 163.0746 - logcount_predictions_loss: 0.4588 76/2232 [>.............................] - ETA: 11:07 - loss: 163.8092 - logits_profile_predictions_loss: 162.9830 - logcount_predictions_loss: 0.4590 77/2232 [>.............................] - ETA: 11:07 - loss: 163.7283 - logits_profile_predictions_loss: 162.9016 - logcount_predictions_loss: 0.4593 78/2232 [>.............................] - ETA: 11:07 - loss: 163.6456 - logits_profile_predictions_loss: 162.8186 - logcount_predictions_loss: 0.4595 79/2232 [>.............................] - ETA: 11:06 - loss: 163.5618 - logits_profile_predictions_loss: 162.7344 - logcount_predictions_loss: 0.4597 80/2232 [>.............................] - ETA: 11:06 - loss: 163.4802 - logits_profile_predictions_loss: 162.6525 - logcount_predictions_loss: 0.4599 81/2232 [>.............................] - ETA: 11:06 - loss: 163.4043 - logits_profile_predictions_loss: 162.5762 - logcount_predictions_loss: 0.4601 82/2232 [>.............................] - ETA: 11:06 - loss: 163.3355 - logits_profile_predictions_loss: 162.5070 - logcount_predictions_loss: 0.4603 83/2232 [>.............................] - ETA: 11:05 - loss: 163.2775 - logits_profile_predictions_loss: 162.4486 - logcount_predictions_loss: 0.4605 84/2232 [>.............................] - ETA: 11:05 - loss: 163.2239 - logits_profile_predictions_loss: 162.3947 - logcount_predictions_loss: 0.4607 85/2232 [>.............................] - ETA: 11:05 - loss: 163.1669 - logits_profile_predictions_loss: 162.3374 - logcount_predictions_loss: 0.4608 86/2232 [>.............................] - ETA: 11:04 - loss: 163.1102 - logits_profile_predictions_loss: 162.2804 - logcount_predictions_loss: 0.4610 87/2232 [>.............................] - ETA: 11:04 - loss: 163.0495 - logits_profile_predictions_loss: 162.2194 - logcount_predictions_loss: 0.4611 88/2232 [>.............................] - ETA: 11:04 - loss: 162.9847 - logits_profile_predictions_loss: 162.1544 - logcount_predictions_loss: 0.4613 89/2232 [>.............................] - ETA: 11:03 - loss: 162.9224 - logits_profile_predictions_loss: 162.0920 - logcount_predictions_loss: 0.4614 90/2232 [>.............................] - ETA: 11:03 - loss: 162.8569 - logits_profile_predictions_loss: 162.0263 - logcount_predictions_loss: 0.4615 91/2232 [>.............................] - ETA: 11:03 - loss: 162.7963 - logits_profile_predictions_loss: 161.9655 - logcount_predictions_loss: 0.4616 92/2232 [>.............................] - ETA: 11:03 - loss: 162.7368 - logits_profile_predictions_loss: 161.9058 - logcount_predictions_loss: 0.4617 93/2232 [>.............................] - ETA: 11:02 - loss: 162.6816 - logits_profile_predictions_loss: 161.8505 - logcount_predictions_loss: 0.4617 94/2232 [>.............................] - ETA: 11:02 - loss: 162.6308 - logits_profile_predictions_loss: 161.7995 - logcount_predictions_loss: 0.4618 95/2232 [>.............................] - ETA: 11:02 - loss: 162.5774 - logits_profile_predictions_loss: 161.7460 - logcount_predictions_loss: 0.4619 96/2232 [>.............................] - ETA: 11:01 - loss: 162.5213 - logits_profile_predictions_loss: 161.6898 - logcount_predictions_loss: 0.4620 97/2232 [>.............................] - ETA: 11:01 - loss: 162.4655 - logits_profile_predictions_loss: 161.6338 - logcount_predictions_loss: 0.4620 98/2232 [>.............................] - ETA: 11:01 - loss: 162.4115 - logits_profile_predictions_loss: 161.5797 - logcount_predictions_loss: 0.4621 99/2232 [>.............................] - ETA: 11:00 - loss: 162.3629 - logits_profile_predictions_loss: 161.5310 - logcount_predictions_loss: 0.4622 100/2232 [>.............................] - ETA: 11:00 - loss: 162.3152 - logits_profile_predictions_loss: 161.4832 - logcount_predictions_loss: 0.4622 101/2232 [>.............................] - ETA: 11:00 - loss: 162.2695 - logits_profile_predictions_loss: 161.4374 - logcount_predictions_loss: 0.4623 102/2232 [>.............................] - ETA: 11:00 - loss: 162.2254 - logits_profile_predictions_loss: 161.3932 - logcount_predictions_loss: 0.4623 103/2232 [>.............................] - ETA: 10:59 - loss: 162.1827 - logits_profile_predictions_loss: 161.3505 - logcount_predictions_loss: 0.4623 104/2232 [>.............................] - ETA: 10:59 - loss: 162.1380 - logits_profile_predictions_loss: 161.3058 - logcount_predictions_loss: 0.4624 105/2232 [>.............................] - ETA: 10:59 - loss: 162.0947 - logits_profile_predictions_loss: 161.2624 - logcount_predictions_loss: 0.4624 106/2232 [>.............................] - ETA: 10:58 - loss: 162.0521 - logits_profile_predictions_loss: 161.2197 - logcount_predictions_loss: 0.4624 107/2232 [>.............................] - ETA: 10:58 - loss: 162.0082 - logits_profile_predictions_loss: 161.1758 - logcount_predictions_loss: 0.4624 108/2232 [>.............................] - ETA: 10:58 - loss: 161.9633 - 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[>.............................] - ETA: 10:56 - loss: 161.6662 - logits_profile_predictions_loss: 160.8336 - logcount_predictions_loss: 0.4626 116/2232 [>.............................] - ETA: 10:55 - loss: 161.6242 - logits_profile_predictions_loss: 160.7916 - logcount_predictions_loss: 0.4625 117/2232 [>.............................] - ETA: 10:55 - loss: 161.5805 - logits_profile_predictions_loss: 160.7479 - logcount_predictions_loss: 0.4625 118/2232 [>.............................] - ETA: 10:55 - loss: 161.5373 - logits_profile_predictions_loss: 160.7048 - logcount_predictions_loss: 0.4625 119/2232 [>.............................] - ETA: 10:55 - loss: 161.4936 - logits_profile_predictions_loss: 160.6611 - logcount_predictions_loss: 0.4625 120/2232 [>.............................] - ETA: 10:54 - loss: 161.4510 - logits_profile_predictions_loss: 160.6186 - logcount_predictions_loss: 0.4625 121/2232 [>.............................] - ETA: 10:54 - loss: 161.4092 - 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[>.............................] - ETA: 10:52 - loss: 161.1813 - logits_profile_predictions_loss: 160.3493 - logcount_predictions_loss: 0.4622 129/2232 [>.............................] - ETA: 10:52 - loss: 161.1507 - logits_profile_predictions_loss: 160.3188 - logcount_predictions_loss: 0.4622 130/2232 [>.............................] - ETA: 10:51 - loss: 161.1234 - logits_profile_predictions_loss: 160.2914 - logcount_predictions_loss: 0.4622 131/2232 [>.............................] - ETA: 10:51 - loss: 161.0979 - logits_profile_predictions_loss: 160.2660 - logcount_predictions_loss: 0.4622 132/2232 [>.............................] - ETA: 10:51 - loss: 161.0757 - logits_profile_predictions_loss: 160.2438 - logcount_predictions_loss: 0.4622 133/2232 [>.............................] - ETA: 10:50 - loss: 161.0564 - logits_profile_predictions_loss: 160.2246 - logcount_predictions_loss: 0.4621 134/2232 [>.............................] - ETA: 10:50 - loss: 161.0370 - 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[===>..........................] - ETA: 9:41 - loss: 158.2683 - logits_profile_predictions_loss: 157.4328 - logcount_predictions_loss: 0.4642 363/2232 [===>..........................] - ETA: 9:40 - loss: 158.2626 - logits_profile_predictions_loss: 157.4271 - logcount_predictions_loss: 0.4642 364/2232 [===>..........................] - ETA: 9:40 - loss: 158.2570 - logits_profile_predictions_loss: 157.4215 - logcount_predictions_loss: 0.4642 365/2232 [===>..........................] - ETA: 9:40 - loss: 158.2514 - logits_profile_predictions_loss: 157.4159 - logcount_predictions_loss: 0.4642 366/2232 [===>..........................] - ETA: 9:39 - loss: 158.2461 - logits_profile_predictions_loss: 157.4106 - logcount_predictions_loss: 0.4642 367/2232 [===>..........................] - ETA: 9:39 - loss: 158.2411 - logits_profile_predictions_loss: 157.4055 - logcount_predictions_loss: 0.4642 368/2232 [===>..........................] - ETA: 9:39 - loss: 158.2363 - 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[====>.........................] - ETA: 9:29 - loss: 158.0886 - logits_profile_predictions_loss: 157.2523 - logcount_predictions_loss: 0.4646 402/2232 [====>.........................] - ETA: 9:28 - loss: 158.0836 - logits_profile_predictions_loss: 157.2474 - logcount_predictions_loss: 0.4646 403/2232 [====>.........................] - ETA: 9:28 - loss: 158.0788 - logits_profile_predictions_loss: 157.2425 - logcount_predictions_loss: 0.4646 404/2232 [====>.........................] - ETA: 9:28 - loss: 158.0739 - logits_profile_predictions_loss: 157.2376 - logcount_predictions_loss: 0.4646 405/2232 [====>.........................] - ETA: 9:27 - loss: 158.0691 - logits_profile_predictions_loss: 157.2327 - logcount_predictions_loss: 0.4646 406/2232 [====>.........................] - ETA: 9:27 - loss: 158.0645 - logits_profile_predictions_loss: 157.2281 - logcount_predictions_loss: 0.4647 407/2232 [====>.........................] - ETA: 9:27 - loss: 158.0597 - 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[====>.........................] - ETA: 9:25 - loss: 158.0260 - logits_profile_predictions_loss: 157.1895 - logcount_predictions_loss: 0.4647 415/2232 [====>.........................] - ETA: 9:24 - loss: 158.0213 - logits_profile_predictions_loss: 157.1847 - logcount_predictions_loss: 0.4647 416/2232 [====>.........................] - ETA: 9:24 - loss: 158.0166 - logits_profile_predictions_loss: 157.1800 - logcount_predictions_loss: 0.4648 417/2232 [====>.........................] - ETA: 9:24 - loss: 158.0120 - logits_profile_predictions_loss: 157.1754 - logcount_predictions_loss: 0.4648 418/2232 [====>.........................] - ETA: 9:23 - loss: 158.0072 - logits_profile_predictions_loss: 157.1706 - logcount_predictions_loss: 0.4648 419/2232 [====>.........................] - ETA: 9:23 - loss: 158.0026 - logits_profile_predictions_loss: 157.1659 - logcount_predictions_loss: 0.4648 420/2232 [====>.........................] - ETA: 9:23 - loss: 157.9983 - 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[..............................] - ETA: 11:27 - loss: 166.0886 - logits_profile_predictions_loss: 165.1324 - logcount_predictions_loss: 0.5312 8/2232 [..............................] - ETA: 11:27 - loss: 166.1964 - logits_profile_predictions_loss: 165.2390 - logcount_predictions_loss: 0.5319 9/2232 [..............................] - ETA: 11:26 - loss: 165.8740 - logits_profile_predictions_loss: 164.9154 - logcount_predictions_loss: 0.5325 10/2232 [..............................] - ETA: 11:26 - loss: 165.5993 - logits_profile_predictions_loss: 164.6396 - logcount_predictions_loss: 0.5332 11/2232 [..............................] - ETA: 11:26 - loss: 165.5466 - logits_profile_predictions_loss: 164.5868 - logcount_predictions_loss: 0.5333 12/2232 [..............................] - ETA: 11:25 - loss: 165.7025 - logits_profile_predictions_loss: 164.7424 - logcount_predictions_loss: 0.5334 13/2232 [..............................] - ETA: 11:25 - loss: 165.7181 - logits_profile_predictions_loss: 164.7571 - logcount_predictions_loss: 0.5339 14/2232 [..............................] - ETA: 11:25 - loss: 165.5960 - logits_profile_predictions_loss: 164.6345 - logcount_predictions_loss: 0.5342 15/2232 [..............................] - ETA: 11:25 - loss: 165.4005 - logits_profile_predictions_loss: 164.4387 - logcount_predictions_loss: 0.5343 16/2232 [..............................] - ETA: 11:25 - loss: 165.0732 - logits_profile_predictions_loss: 164.1127 - logcount_predictions_loss: 0.5336 17/2232 [..............................] - ETA: 11:24 - loss: 164.6786 - logits_profile_predictions_loss: 163.7189 - logcount_predictions_loss: 0.5331 18/2232 [..............................] - ETA: 11:24 - loss: 164.1962 - logits_profile_predictions_loss: 163.2382 - logcount_predictions_loss: 0.5322 19/2232 [..............................] - ETA: 11:24 - loss: 163.7172 - logits_profile_predictions_loss: 162.7609 - logcount_predictions_loss: 0.5313 20/2232 [..............................] - ETA: 11:24 - loss: 163.2378 - logits_profile_predictions_loss: 162.2829 - logcount_predictions_loss: 0.5305 21/2232 [..............................] - ETA: 11:23 - loss: 162.7606 - logits_profile_predictions_loss: 161.8075 - logcount_predictions_loss: 0.5295 22/2232 [..............................] - ETA: 11:23 - loss: 162.3220 - logits_profile_predictions_loss: 161.3714 - logcount_predictions_loss: 0.5281 23/2232 [..............................] - ETA: 11:23 - loss: 161.9725 - logits_profile_predictions_loss: 161.0241 - logcount_predictions_loss: 0.5269 24/2232 [..............................] - ETA: 11:22 - loss: 161.6883 - logits_profile_predictions_loss: 160.7421 - logcount_predictions_loss: 0.5257 25/2232 [..............................] - ETA: 11:22 - loss: 161.4135 - logits_profile_predictions_loss: 160.4695 - logcount_predictions_loss: 0.5245 26/2232 [..............................] - ETA: 11:22 - loss: 161.1228 - logits_profile_predictions_loss: 160.1808 - logcount_predictions_loss: 0.5233 27/2232 [..............................] - ETA: 11:21 - loss: 160.8592 - logits_profile_predictions_loss: 159.9194 - logcount_predictions_loss: 0.5221 28/2232 [..............................] - ETA: 11:21 - loss: 160.6449 - logits_profile_predictions_loss: 159.7074 - logcount_predictions_loss: 0.5208 29/2232 [..............................] - ETA: 11:21 - loss: 160.4297 - logits_profile_predictions_loss: 159.4947 - logcount_predictions_loss: 0.5194 30/2232 [..............................] - ETA: 11:21 - loss: 160.2804 - logits_profile_predictions_loss: 159.3482 - logcount_predictions_loss: 0.5179 31/2232 [..............................] - ETA: 11:20 - loss: 160.1094 - logits_profile_predictions_loss: 159.1798 - logcount_predictions_loss: 0.5164 32/2232 [..............................] - ETA: 11:20 - loss: 159.9918 - logits_profile_predictions_loss: 159.0648 - logcount_predictions_loss: 0.5150 33/2232 [..............................] - ETA: 11:20 - loss: 159.8730 - logits_profile_predictions_loss: 158.9484 - logcount_predictions_loss: 0.5137 34/2232 [..............................] - ETA: 11:19 - loss: 159.7397 - logits_profile_predictions_loss: 158.8177 - logcount_predictions_loss: 0.5123 35/2232 [..............................] - ETA: 11:19 - loss: 159.6060 - logits_profile_predictions_loss: 158.6864 - logcount_predictions_loss: 0.5109 36/2232 [..............................] - ETA: 11:19 - loss: 159.4980 - logits_profile_predictions_loss: 158.5806 - logcount_predictions_loss: 0.5097 37/2232 [..............................] - ETA: 11:18 - loss: 159.3807 - logits_profile_predictions_loss: 158.4655 - logcount_predictions_loss: 0.5085 38/2232 [..............................] - ETA: 11:18 - loss: 159.2644 - logits_profile_predictions_loss: 158.3512 - logcount_predictions_loss: 0.5073 39/2232 [..............................] - ETA: 11:18 - loss: 159.1510 - logits_profile_predictions_loss: 158.2398 - logcount_predictions_loss: 0.5062 40/2232 [..............................] - ETA: 11:18 - loss: 159.0378 - logits_profile_predictions_loss: 158.1285 - logcount_predictions_loss: 0.5051 41/2232 [..............................] - ETA: 11:17 - loss: 158.9306 - logits_profile_predictions_loss: 158.0233 - logcount_predictions_loss: 0.5041 42/2232 [..............................] - ETA: 11:17 - loss: 158.8448 - logits_profile_predictions_loss: 157.9392 - logcount_predictions_loss: 0.5031 43/2232 [..............................] - ETA: 11:17 - loss: 158.7384 - logits_profile_predictions_loss: 157.8346 - logcount_predictions_loss: 0.5021 44/2232 [..............................] - ETA: 11:16 - loss: 158.6546 - logits_profile_predictions_loss: 157.7524 - logcount_predictions_loss: 0.5012 45/2232 [..............................] - ETA: 11:16 - loss: 158.5690 - logits_profile_predictions_loss: 157.6685 - logcount_predictions_loss: 0.5003 46/2232 [..............................] - ETA: 11:16 - loss: 158.4921 - logits_profile_predictions_loss: 157.5931 - logcount_predictions_loss: 0.4995 47/2232 [..............................] - ETA: 11:16 - loss: 158.4143 - logits_profile_predictions_loss: 157.5169 - logcount_predictions_loss: 0.4986 48/2232 [..............................] - ETA: 11:15 - loss: 158.3217 - logits_profile_predictions_loss: 157.4258 - logcount_predictions_loss: 0.4977 49/2232 [..............................] - ETA: 11:15 - loss: 158.2306 - logits_profile_predictions_loss: 157.3361 - logcount_predictions_loss: 0.4969 50/2232 [..............................] - ETA: 11:15 - loss: 158.1449 - logits_profile_predictions_loss: 157.2518 - logcount_predictions_loss: 0.4961 51/2232 [..............................] - ETA: 11:14 - loss: 158.0532 - logits_profile_predictions_loss: 157.1614 - logcount_predictions_loss: 0.4954 52/2232 [..............................] - ETA: 11:14 - loss: 157.9622 - logits_profile_predictions_loss: 157.0716 - logcount_predictions_loss: 0.4948 53/2232 [..............................] - ETA: 11:14 - loss: 157.8843 - logits_profile_predictions_loss: 156.9949 - logcount_predictions_loss: 0.4941 54/2232 [..............................] - ETA: 11:13 - loss: 157.8148 - logits_profile_predictions_loss: 156.9266 - logcount_predictions_loss: 0.4934 55/2232 [..............................] - ETA: 11:13 - loss: 157.7522 - logits_profile_predictions_loss: 156.8650 - logcount_predictions_loss: 0.4929 56/2232 [..............................] - ETA: 11:13 - loss: 157.6975 - logits_profile_predictions_loss: 156.8113 - logcount_predictions_loss: 0.4923 57/2232 [..............................] - ETA: 11:13 - loss: 157.6426 - logits_profile_predictions_loss: 156.7574 - logcount_predictions_loss: 0.4918 58/2232 [..............................] - ETA: 11:12 - loss: 157.5861 - logits_profile_predictions_loss: 156.7018 - logcount_predictions_loss: 0.4912 59/2232 [..............................] - ETA: 11:12 - loss: 157.5307 - logits_profile_predictions_loss: 156.6473 - logcount_predictions_loss: 0.4908 60/2232 [..............................] - ETA: 11:12 - loss: 157.4892 - logits_profile_predictions_loss: 156.6066 - logcount_predictions_loss: 0.4903 61/2232 [..............................] - ETA: 11:11 - loss: 157.4633 - logits_profile_predictions_loss: 156.5816 - logcount_predictions_loss: 0.4898 62/2232 [..............................] - ETA: 11:11 - loss: 157.4486 - logits_profile_predictions_loss: 156.5678 - logcount_predictions_loss: 0.4893 63/2232 [..............................] - ETA: 11:11 - loss: 157.4352 - logits_profile_predictions_loss: 156.5552 - logcount_predictions_loss: 0.4889 64/2232 [..............................] - ETA: 11:11 - loss: 157.4209 - logits_profile_predictions_loss: 156.5419 - logcount_predictions_loss: 0.4884 65/2232 [..............................] - ETA: 11:10 - loss: 157.3998 - logits_profile_predictions_loss: 156.5216 - logcount_predictions_loss: 0.4879 66/2232 [..............................] - ETA: 11:10 - loss: 157.3809 - logits_profile_predictions_loss: 156.5035 - logcount_predictions_loss: 0.4874 67/2232 [..............................] - ETA: 11:10 - loss: 157.3626 - logits_profile_predictions_loss: 156.4860 - logcount_predictions_loss: 0.4870 68/2232 [..............................] - ETA: 11:09 - loss: 157.3462 - logits_profile_predictions_loss: 156.4703 - logcount_predictions_loss: 0.4866 69/2232 [..............................] - ETA: 11:09 - loss: 157.3260 - logits_profile_predictions_loss: 156.4510 - logcount_predictions_loss: 0.4861 70/2232 [..............................] - ETA: 11:09 - loss: 157.3112 - logits_profile_predictions_loss: 156.4369 - logcount_predictions_loss: 0.4857 71/2232 [..............................] - ETA: 11:09 - loss: 157.2910 - logits_profile_predictions_loss: 156.4176 - logcount_predictions_loss: 0.4852 72/2232 [..............................] - ETA: 11:08 - loss: 157.2782 - logits_profile_predictions_loss: 156.4056 - logcount_predictions_loss: 0.4848 73/2232 [..............................] - ETA: 11:08 - loss: 157.2643 - logits_profile_predictions_loss: 156.3923 - logcount_predictions_loss: 0.4844 74/2232 [..............................] - ETA: 11:08 - loss: 157.2488 - logits_profile_predictions_loss: 156.3776 - logcount_predictions_loss: 0.4840 75/2232 [>.............................] - ETA: 11:07 - loss: 157.2389 - logits_profile_predictions_loss: 156.3683 - logcount_predictions_loss: 0.4836 76/2232 [>.............................] - ETA: 11:07 - loss: 157.2323 - logits_profile_predictions_loss: 156.3622 - logcount_predictions_loss: 0.4834 77/2232 [>.............................] - ETA: 11:07 - loss: 157.2213 - logits_profile_predictions_loss: 156.3517 - logcount_predictions_loss: 0.4831 78/2232 [>.............................] - ETA: 11:07 - loss: 157.2181 - logits_profile_predictions_loss: 156.3489 - logcount_predictions_loss: 0.4828 79/2232 [>.............................] - ETA: 11:06 - loss: 157.2159 - logits_profile_predictions_loss: 156.3473 - logcount_predictions_loss: 0.4826 80/2232 [>.............................] - ETA: 11:06 - loss: 157.2114 - logits_profile_predictions_loss: 156.3433 - logcount_predictions_loss: 0.4823 81/2232 [>.............................] - ETA: 11:06 - loss: 157.2077 - logits_profile_predictions_loss: 156.3401 - logcount_predictions_loss: 0.4820 82/2232 [>.............................] - ETA: 11:05 - loss: 157.2056 - logits_profile_predictions_loss: 156.3385 - logcount_predictions_loss: 0.4817 83/2232 [>.............................] - ETA: 11:05 - loss: 157.2074 - logits_profile_predictions_loss: 156.3409 - logcount_predictions_loss: 0.4814 84/2232 [>.............................] - ETA: 11:05 - loss: 157.2107 - logits_profile_predictions_loss: 156.3446 - logcount_predictions_loss: 0.4811 85/2232 [>.............................] - ETA: 11:05 - loss: 157.2090 - logits_profile_predictions_loss: 156.3435 - logcount_predictions_loss: 0.4808 86/2232 [>.............................] - ETA: 11:04 - loss: 157.2056 - logits_profile_predictions_loss: 156.3407 - logcount_predictions_loss: 0.4805 87/2232 [>.............................] - ETA: 11:04 - loss: 157.1978 - logits_profile_predictions_loss: 156.3335 - logcount_predictions_loss: 0.4802 88/2232 [>.............................] - ETA: 11:04 - loss: 157.1904 - logits_profile_predictions_loss: 156.3266 - logcount_predictions_loss: 0.4799 89/2232 [>.............................] - ETA: 11:03 - loss: 157.1819 - logits_profile_predictions_loss: 156.3186 - logcount_predictions_loss: 0.4796 90/2232 [>.............................] - ETA: 11:03 - loss: 157.1711 - logits_profile_predictions_loss: 156.3083 - logcount_predictions_loss: 0.4793 91/2232 [>.............................] - ETA: 11:03 - loss: 157.1602 - logits_profile_predictions_loss: 156.2979 - logcount_predictions_loss: 0.4790 92/2232 [>.............................] - ETA: 11:03 - loss: 157.1457 - logits_profile_predictions_loss: 156.2840 - logcount_predictions_loss: 0.4788 93/2232 [>.............................] - ETA: 11:03 - loss: 157.1293 - logits_profile_predictions_loss: 156.2681 - logcount_predictions_loss: 0.4785 94/2232 [>.............................] - ETA: 11:02 - loss: 157.1123 - logits_profile_predictions_loss: 156.2516 - logcount_predictions_loss: 0.4782 95/2232 [>.............................] - ETA: 11:02 - loss: 157.0987 - logits_profile_predictions_loss: 156.2383 - logcount_predictions_loss: 0.4780 96/2232 [>.............................] - ETA: 11:02 - loss: 157.0854 - logits_profile_predictions_loss: 156.2254 - logcount_predictions_loss: 0.4778 97/2232 [>.............................] - ETA: 11:01 - loss: 157.0693 - logits_profile_predictions_loss: 156.2097 - logcount_predictions_loss: 0.4775 98/2232 [>.............................] - ETA: 11:01 - loss: 157.0527 - logits_profile_predictions_loss: 156.1936 - logcount_predictions_loss: 0.4773 99/2232 [>.............................] - ETA: 11:01 - loss: 157.0404 - logits_profile_predictions_loss: 156.1816 - logcount_predictions_loss: 0.4771 100/2232 [>.............................] - ETA: 11:00 - loss: 157.0292 - logits_profile_predictions_loss: 156.1708 - logcount_predictions_loss: 0.4769 101/2232 [>.............................] - ETA: 11:00 - loss: 157.0192 - logits_profile_predictions_loss: 156.1611 - logcount_predictions_loss: 0.4767 102/2232 [>.............................] - ETA: 11:00 - loss: 157.0129 - logits_profile_predictions_loss: 156.1552 - logcount_predictions_loss: 0.4765 103/2232 [>.............................] - ETA: 11:00 - loss: 157.0084 - logits_profile_predictions_loss: 156.1510 - logcount_predictions_loss: 0.4763 104/2232 [>.............................] - ETA: 10:59 - loss: 157.0007 - logits_profile_predictions_loss: 156.1437 - logcount_predictions_loss: 0.4761 105/2232 [>.............................] - ETA: 10:59 - loss: 156.9912 - logits_profile_predictions_loss: 156.1345 - logcount_predictions_loss: 0.4759 106/2232 [>.............................] - ETA: 10:59 - loss: 156.9855 - logits_profile_predictions_loss: 156.1292 - logcount_predictions_loss: 0.4758 107/2232 [>.............................] - ETA: 10:58 - loss: 156.9811 - logits_profile_predictions_loss: 156.1251 - logcount_predictions_loss: 0.4756 108/2232 [>.............................] - ETA: 10:58 - loss: 156.9782 - logits_profile_predictions_loss: 156.1225 - logcount_predictions_loss: 0.4754 109/2232 [>.............................] - ETA: 10:58 - loss: 156.9761 - logits_profile_predictions_loss: 156.1208 - logcount_predictions_loss: 0.4752 110/2232 [>.............................] - ETA: 10:57 - loss: 156.9744 - logits_profile_predictions_loss: 156.1193 - logcount_predictions_loss: 0.4751 111/2232 [>.............................] - ETA: 10:57 - loss: 156.9751 - logits_profile_predictions_loss: 156.1203 - logcount_predictions_loss: 0.4749 112/2232 [>.............................] - ETA: 10:57 - loss: 156.9746 - logits_profile_predictions_loss: 156.1201 - logcount_predictions_loss: 0.4748 113/2232 [>.............................] - ETA: 10:57 - loss: 156.9779 - logits_profile_predictions_loss: 156.1236 - logcount_predictions_loss: 0.4746 114/2232 [>.............................] - ETA: 10:56 - loss: 156.9832 - logits_profile_predictions_loss: 156.1292 - logcount_predictions_loss: 0.4745 115/2232 [>.............................] - ETA: 10:56 - loss: 156.9887 - logits_profile_predictions_loss: 156.1349 - logcount_predictions_loss: 0.4743 116/2232 [>.............................] - ETA: 10:56 - loss: 156.9941 - logits_profile_predictions_loss: 156.1405 - logcount_predictions_loss: 0.4742 117/2232 [>.............................] - ETA: 10:55 - loss: 156.9976 - logits_profile_predictions_loss: 156.1443 - logcount_predictions_loss: 0.4741 118/2232 [>.............................] - ETA: 10:55 - loss: 157.0015 - logits_profile_predictions_loss: 156.1483 - logcount_predictions_loss: 0.4740 119/2232 [>.............................] - ETA: 10:55 - loss: 157.0044 - logits_profile_predictions_loss: 156.1513 - logcount_predictions_loss: 0.4739 120/2232 [>.............................] - ETA: 10:54 - loss: 157.0079 - logits_profile_predictions_loss: 156.1551 - logcount_predictions_loss: 0.4738 121/2232 [>.............................] - ETA: 10:54 - loss: 157.0127 - logits_profile_predictions_loss: 156.1600 - logcount_predictions_loss: 0.4737 122/2232 [>.............................] - ETA: 10:54 - loss: 157.0156 - logits_profile_predictions_loss: 156.1631 - logcount_predictions_loss: 0.4736 123/2232 [>.............................] - ETA: 10:54 - loss: 157.0179 - logits_profile_predictions_loss: 156.1655 - logcount_predictions_loss: 0.4736 124/2232 [>.............................] - ETA: 10:53 - loss: 157.0186 - logits_profile_predictions_loss: 156.1664 - logcount_predictions_loss: 0.4735 125/2232 [>.............................] - ETA: 10:53 - loss: 157.0214 - logits_profile_predictions_loss: 156.1693 - logcount_predictions_loss: 0.4734 126/2232 [>.............................] - ETA: 10:53 - loss: 157.0267 - logits_profile_predictions_loss: 156.1747 - logcount_predictions_loss: 0.4734 127/2232 [>.............................] - ETA: 10:52 - loss: 157.0325 - logits_profile_predictions_loss: 156.1806 - logcount_predictions_loss: 0.4733 128/2232 [>.............................] - ETA: 10:52 - loss: 157.0370 - logits_profile_predictions_loss: 156.1852 - logcount_predictions_loss: 0.4732 129/2232 [>.............................] - ETA: 10:52 - loss: 157.0411 - logits_profile_predictions_loss: 156.1894 - logcount_predictions_loss: 0.4732 130/2232 [>.............................] - ETA: 10:52 - loss: 157.0455 - logits_profile_predictions_loss: 156.1939 - logcount_predictions_loss: 0.4731 131/2232 [>.............................] - ETA: 10:51 - loss: 157.0479 - logits_profile_predictions_loss: 156.1965 - logcount_predictions_loss: 0.4730 132/2232 [>.............................] - ETA: 10:51 - loss: 157.0500 - logits_profile_predictions_loss: 156.1987 - logcount_predictions_loss: 0.4730 133/2232 [>.............................] - ETA: 10:51 - loss: 157.0527 - logits_profile_predictions_loss: 156.2014 - logcount_predictions_loss: 0.4729 134/2232 [>.............................] - ETA: 10:50 - loss: 157.0548 - logits_profile_predictions_loss: 156.2036 - logcount_predictions_loss: 0.4729 135/2232 [>.............................] - ETA: 10:50 - loss: 157.0585 - logits_profile_predictions_loss: 156.2074 - logcount_predictions_loss: 0.4729 136/2232 [>.............................] - ETA: 10:50 - loss: 157.0636 - logits_profile_predictions_loss: 156.2125 - logcount_predictions_loss: 0.4728 137/2232 [>.............................] - ETA: 10:49 - loss: 157.0693 - logits_profile_predictions_loss: 156.2183 - logcount_predictions_loss: 0.4728 138/2232 [>.............................] - ETA: 10:49 - loss: 157.0745 - logits_profile_predictions_loss: 156.2235 - logcount_predictions_loss: 0.4728 139/2232 [>.............................] - ETA: 10:49 - loss: 157.0794 - logits_profile_predictions_loss: 156.2284 - logcount_predictions_loss: 0.4728 140/2232 [>.............................] - ETA: 10:48 - loss: 157.0836 - logits_profile_predictions_loss: 156.2327 - logcount_predictions_loss: 0.4728 141/2232 [>.............................] - ETA: 10:48 - loss: 157.0860 - logits_profile_predictions_loss: 156.2351 - logcount_predictions_loss: 0.4727 142/2232 [>.............................] - ETA: 10:48 - loss: 157.0878 - logits_profile_predictions_loss: 156.2369 - logcount_predictions_loss: 0.4727 143/2232 [>.............................] - ETA: 10:48 - loss: 157.0873 - logits_profile_predictions_loss: 156.2364 - logcount_predictions_loss: 0.4727 144/2232 [>.............................] - ETA: 10:47 - loss: 157.0865 - logits_profile_predictions_loss: 156.2357 - logcount_predictions_loss: 0.4727 145/2232 [>.............................] - ETA: 10:47 - loss: 157.0860 - logits_profile_predictions_loss: 156.2352 - logcount_predictions_loss: 0.4727 146/2232 [>.............................] - ETA: 10:47 - loss: 157.0849 - logits_profile_predictions_loss: 156.2341 - logcount_predictions_loss: 0.4727 147/2232 [>.............................] - ETA: 10:46 - loss: 157.0846 - logits_profile_predictions_loss: 156.2338 - logcount_predictions_loss: 0.4727 148/2232 [>.............................] - ETA: 10:46 - loss: 157.0839 - logits_profile_predictions_loss: 156.2331 - logcount_predictions_loss: 0.4727 149/2232 [=>............................] - ETA: 10:46 - loss: 157.0843 - logits_profile_predictions_loss: 156.2336 - logcount_predictions_loss: 0.4727 150/2232 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logcount_predictions_loss: 0.4668 3/2232 [..............................] - ETA: 11:27 - loss: 152.8220 - logits_profile_predictions_loss: 151.9681 - logcount_predictions_loss: 0.4744 4/2232 [..............................] - ETA: 11:28 - loss: 156.1886 - logits_profile_predictions_loss: 155.3411 - logcount_predictions_loss: 0.4708 5/2232 [..............................] - ETA: 11:27 - loss: 155.8535 - logits_profile_predictions_loss: 155.0202 - logcount_predictions_loss: 0.4630 6/2232 [..............................] - ETA: 11:27 - loss: 155.7273 - logits_profile_predictions_loss: 154.8991 - logcount_predictions_loss: 0.4601 7/2232 [..............................] - ETA: 11:27 - loss: 156.2448 - logits_profile_predictions_loss: 155.4170 - logcount_predictions_loss: 0.4599 8/2232 [..............................] - ETA: 11:27 - loss: 156.9949 - logits_profile_predictions_loss: 156.1708 - logcount_predictions_loss: 0.4578 9/2232 [..............................] - ETA: 11:26 - loss: 158.1084 - logits_profile_predictions_loss: 157.2854 - logcount_predictions_loss: 0.4572 10/2232 [..............................] - ETA: 11:26 - loss: 158.4425 - logits_profile_predictions_loss: 157.6214 - logcount_predictions_loss: 0.4561 11/2232 [..............................] - ETA: 11:26 - loss: 158.7744 - logits_profile_predictions_loss: 157.9575 - logcount_predictions_loss: 0.4539 12/2232 [..............................] - ETA: 11:26 - loss: 158.8429 - logits_profile_predictions_loss: 158.0296 - logcount_predictions_loss: 0.4518 13/2232 [..............................] - ETA: 11:25 - loss: 158.8103 - logits_profile_predictions_loss: 157.9988 - logcount_predictions_loss: 0.4508 14/2232 [..............................] - ETA: 11:25 - loss: 158.8418 - logits_profile_predictions_loss: 158.0329 - logcount_predictions_loss: 0.4494 15/2232 [..............................] - ETA: 11:25 - loss: 158.8319 - logits_profile_predictions_loss: 158.0256 - logcount_predictions_loss: 0.4480 16/2232 [..............................] - ETA: 11:24 - loss: 158.5885 - logits_profile_predictions_loss: 157.7843 - logcount_predictions_loss: 0.4468 17/2232 [..............................] - ETA: 11:24 - loss: 158.3334 - logits_profile_predictions_loss: 157.5301 - logcount_predictions_loss: 0.4462 18/2232 [..............................] - ETA: 11:24 - loss: 158.0544 - logits_profile_predictions_loss: 157.2519 - logcount_predictions_loss: 0.4458 19/2232 [..............................] - ETA: 11:24 - loss: 157.7950 - logits_profile_predictions_loss: 156.9930 - logcount_predictions_loss: 0.4455 20/2232 [..............................] - ETA: 11:24 - loss: 157.5648 - logits_profile_predictions_loss: 156.7636 - logcount_predictions_loss: 0.4451 21/2232 [..............................] - ETA: 11:24 - loss: 157.3682 - logits_profile_predictions_loss: 156.5676 - logcount_predictions_loss: 0.4448 22/2232 [..............................] - ETA: 11:23 - loss: 157.1813 - logits_profile_predictions_loss: 156.3815 - logcount_predictions_loss: 0.4444 23/2232 [..............................] - ETA: 11:23 - loss: 157.1264 - logits_profile_predictions_loss: 156.3267 - logcount_predictions_loss: 0.4443 24/2232 [..............................] - ETA: 11:23 - loss: 157.0692 - logits_profile_predictions_loss: 156.2693 - logcount_predictions_loss: 0.4444 25/2232 [..............................] - ETA: 11:22 - loss: 156.9994 - logits_profile_predictions_loss: 156.1991 - logcount_predictions_loss: 0.4446 26/2232 [..............................] - ETA: 11:22 - loss: 156.9837 - logits_profile_predictions_loss: 156.1831 - logcount_predictions_loss: 0.4448 27/2232 [..............................] - ETA: 11:22 - loss: 156.9859 - logits_profile_predictions_loss: 156.1839 - logcount_predictions_loss: 0.4456 28/2232 [..............................] - ETA: 11:22 - loss: 157.0495 - logits_profile_predictions_loss: 156.2462 - logcount_predictions_loss: 0.4463 29/2232 [..............................] - ETA: 11:21 - loss: 157.0672 - logits_profile_predictions_loss: 156.2628 - logcount_predictions_loss: 0.4469 30/2232 [..............................] - ETA: 11:21 - loss: 157.0472 - logits_profile_predictions_loss: 156.2422 - logcount_predictions_loss: 0.4472 31/2232 [..............................] - ETA: 11:21 - loss: 157.0345 - logits_profile_predictions_loss: 156.2284 - logcount_predictions_loss: 0.4479 32/2232 [..............................] - ETA: 11:20 - loss: 156.9748 - logits_profile_predictions_loss: 156.1677 - logcount_predictions_loss: 0.4484 33/2232 [..............................] - ETA: 11:20 - loss: 156.8910 - logits_profile_predictions_loss: 156.0830 - logcount_predictions_loss: 0.4489 34/2232 [..............................] - ETA: 11:20 - loss: 156.8241 - logits_profile_predictions_loss: 156.0155 - logcount_predictions_loss: 0.4492 35/2232 [..............................] - ETA: 11:19 - loss: 156.7693 - logits_profile_predictions_loss: 155.9601 - logcount_predictions_loss: 0.4496 36/2232 [..............................] - ETA: 11:19 - loss: 156.7332 - logits_profile_predictions_loss: 155.9232 - logcount_predictions_loss: 0.4500 37/2232 [..............................] - ETA: 11:19 - loss: 156.7028 - logits_profile_predictions_loss: 155.8923 - logcount_predictions_loss: 0.4503 38/2232 [..............................] - ETA: 11:18 - loss: 156.6457 - logits_profile_predictions_loss: 155.8350 - logcount_predictions_loss: 0.4504 39/2232 [..............................] - ETA: 11:18 - loss: 156.5613 - logits_profile_predictions_loss: 155.7505 - logcount_predictions_loss: 0.4505 40/2232 [..............................] - ETA: 11:18 - loss: 156.4917 - logits_profile_predictions_loss: 155.6806 - logcount_predictions_loss: 0.4506 41/2232 [..............................] - ETA: 11:18 - loss: 156.4221 - logits_profile_predictions_loss: 155.6109 - logcount_predictions_loss: 0.4506 42/2232 [..............................] - ETA: 11:17 - loss: 156.3490 - logits_profile_predictions_loss: 155.5379 - logcount_predictions_loss: 0.4506 43/2232 [..............................] - ETA: 11:17 - loss: 156.2823 - logits_profile_predictions_loss: 155.4714 - logcount_predictions_loss: 0.4505 44/2232 [..............................] - ETA: 11:17 - loss: 156.2167 - logits_profile_predictions_loss: 155.4059 - logcount_predictions_loss: 0.4505 45/2232 [..............................] - ETA: 11:16 - loss: 156.1643 - logits_profile_predictions_loss: 155.3537 - logcount_predictions_loss: 0.4503 46/2232 [..............................] - ETA: 11:16 - loss: 156.1226 - logits_profile_predictions_loss: 155.3122 - logcount_predictions_loss: 0.4503 47/2232 [..............................] - ETA: 11:16 - loss: 156.0863 - logits_profile_predictions_loss: 155.2760 - logcount_predictions_loss: 0.4502 48/2232 [..............................] - ETA: 11:15 - loss: 156.0418 - logits_profile_predictions_loss: 155.2317 - logcount_predictions_loss: 0.4501 49/2232 [..............................] - ETA: 11:15 - loss: 156.0143 - logits_profile_predictions_loss: 155.2045 - logcount_predictions_loss: 0.4499 50/2232 [..............................] - ETA: 11:15 - loss: 155.9940 - logits_profile_predictions_loss: 155.1845 - logcount_predictions_loss: 0.4497 51/2232 [..............................] - ETA: 11:14 - loss: 155.9689 - logits_profile_predictions_loss: 155.1598 - logcount_predictions_loss: 0.4495 52/2232 [..............................] - ETA: 11:14 - loss: 155.9306 - logits_profile_predictions_loss: 155.1216 - logcount_predictions_loss: 0.4494 53/2232 [..............................] - ETA: 11:14 - loss: 155.8863 - logits_profile_predictions_loss: 155.0774 - logcount_predictions_loss: 0.4494 54/2232 [..............................] - ETA: 11:14 - loss: 155.8365 - logits_profile_predictions_loss: 155.0277 - logcount_predictions_loss: 0.4493 55/2232 [..............................] - ETA: 11:13 - loss: 155.7917 - logits_profile_predictions_loss: 154.9829 - logcount_predictions_loss: 0.4493 56/2232 [..............................] - ETA: 11:13 - loss: 155.7485 - logits_profile_predictions_loss: 154.9397 - logcount_predictions_loss: 0.4493 57/2232 [..............................] - ETA: 11:13 - loss: 155.7014 - logits_profile_predictions_loss: 154.8927 - logcount_predictions_loss: 0.4493 58/2232 [..............................] - ETA: 11:12 - loss: 155.6661 - logits_profile_predictions_loss: 154.8575 - logcount_predictions_loss: 0.4492 59/2232 [..............................] - ETA: 11:12 - loss: 155.6382 - logits_profile_predictions_loss: 154.8296 - logcount_predictions_loss: 0.4492 60/2232 [..............................] - ETA: 11:12 - loss: 155.6172 - logits_profile_predictions_loss: 154.8087 - logcount_predictions_loss: 0.4492 61/2232 [..............................] - ETA: 11:11 - loss: 155.6000 - logits_profile_predictions_loss: 154.7916 - logcount_predictions_loss: 0.4491 62/2232 [..............................] - ETA: 11:11 - loss: 155.5852 - logits_profile_predictions_loss: 154.7770 - logcount_predictions_loss: 0.4490 63/2232 [..............................] - ETA: 11:11 - loss: 155.5632 - logits_profile_predictions_loss: 154.7554 - logcount_predictions_loss: 0.4488 64/2232 [..............................] - ETA: 11:11 - loss: 155.5448 - logits_profile_predictions_loss: 154.7372 - logcount_predictions_loss: 0.4487 65/2232 [..............................] - ETA: 11:10 - loss: 155.5288 - logits_profile_predictions_loss: 154.7215 - logcount_predictions_loss: 0.4485 66/2232 [..............................] - ETA: 11:10 - loss: 155.5013 - logits_profile_predictions_loss: 154.6939 - logcount_predictions_loss: 0.4485 67/2232 [..............................] - ETA: 11:10 - loss: 155.4781 - logits_profile_predictions_loss: 154.6708 - logcount_predictions_loss: 0.4485 68/2232 [..............................] - ETA: 11:09 - loss: 155.4580 - logits_profile_predictions_loss: 154.6507 - logcount_predictions_loss: 0.4485 69/2232 [..............................] - ETA: 11:09 - loss: 155.4570 - logits_profile_predictions_loss: 154.6498 - logcount_predictions_loss: 0.4484 70/2232 [..............................] - ETA: 11:09 - loss: 155.4585 - logits_profile_predictions_loss: 154.6513 - logcount_predictions_loss: 0.4484 71/2232 [..............................] - ETA: 11:09 - loss: 155.4679 - logits_profile_predictions_loss: 154.6607 - logcount_predictions_loss: 0.4484 72/2232 [..............................] - ETA: 11:08 - loss: 155.4797 - logits_profile_predictions_loss: 154.6726 - logcount_predictions_loss: 0.4484 73/2232 [..............................] - ETA: 11:08 - loss: 155.4862 - logits_profile_predictions_loss: 154.6791 - logcount_predictions_loss: 0.4484 74/2232 [..............................] - ETA: 11:08 - loss: 155.4968 - logits_profile_predictions_loss: 154.6897 - logcount_predictions_loss: 0.4484 75/2232 [>.............................] - ETA: 11:07 - loss: 155.5021 - logits_profile_predictions_loss: 154.6950 - logcount_predictions_loss: 0.4484 76/2232 [>.............................] - ETA: 11:07 - loss: 155.5065 - logits_profile_predictions_loss: 154.6995 - logcount_predictions_loss: 0.4484 77/2232 [>.............................] - ETA: 11:07 - loss: 155.5103 - logits_profile_predictions_loss: 154.7033 - logcount_predictions_loss: 0.4483 78/2232 [>.............................] - ETA: 11:07 - loss: 155.5239 - logits_profile_predictions_loss: 154.7169 - logcount_predictions_loss: 0.4483 79/2232 [>.............................] - ETA: 11:06 - loss: 155.5465 - logits_profile_predictions_loss: 154.7395 - logcount_predictions_loss: 0.4483 80/2232 [>.............................] - ETA: 11:06 - loss: 155.5753 - logits_profile_predictions_loss: 154.7684 - logcount_predictions_loss: 0.4483 81/2232 [>.............................] - ETA: 11:06 - loss: 155.6124 - logits_profile_predictions_loss: 154.8053 - logcount_predictions_loss: 0.4483 82/2232 [>.............................] - ETA: 11:05 - loss: 155.6468 - logits_profile_predictions_loss: 154.8397 - logcount_predictions_loss: 0.4484 83/2232 [>.............................] - ETA: 11:05 - loss: 155.6756 - logits_profile_predictions_loss: 154.8684 - logcount_predictions_loss: 0.4484 84/2232 [>.............................] - ETA: 11:05 - loss: 155.7039 - logits_profile_predictions_loss: 154.8966 - logcount_predictions_loss: 0.4485 85/2232 [>.............................] - ETA: 11:05 - loss: 155.7321 - logits_profile_predictions_loss: 154.9247 - logcount_predictions_loss: 0.4486 86/2232 [>.............................] - ETA: 11:04 - loss: 155.7574 - logits_profile_predictions_loss: 154.9498 - logcount_predictions_loss: 0.4487 87/2232 [>.............................] - ETA: 11:04 - loss: 155.7784 - logits_profile_predictions_loss: 154.9706 - logcount_predictions_loss: 0.4488 88/2232 [>.............................] - ETA: 11:04 - loss: 155.7988 - logits_profile_predictions_loss: 154.9907 - logcount_predictions_loss: 0.4489 89/2232 [>.............................] - ETA: 11:03 - loss: 155.8222 - logits_profile_predictions_loss: 155.0139 - logcount_predictions_loss: 0.4491 90/2232 [>.............................] - ETA: 11:03 - loss: 155.8435 - logits_profile_predictions_loss: 155.0350 - logcount_predictions_loss: 0.4492 91/2232 [>.............................] - ETA: 11:03 - loss: 155.8643 - logits_profile_predictions_loss: 155.0556 - logcount_predictions_loss: 0.4493 92/2232 [>.............................] - ETA: 11:02 - loss: 155.8893 - logits_profile_predictions_loss: 155.0804 - logcount_predictions_loss: 0.4494 93/2232 [>.............................] - ETA: 11:02 - loss: 155.9137 - logits_profile_predictions_loss: 155.1046 - logcount_predictions_loss: 0.4495 94/2232 [>.............................] - ETA: 11:02 - loss: 155.9414 - logits_profile_predictions_loss: 155.1321 - logcount_predictions_loss: 0.4496 95/2232 [>.............................] - ETA: 11:02 - loss: 155.9667 - logits_profile_predictions_loss: 155.1571 - logcount_predictions_loss: 0.4498 96/2232 [>.............................] - ETA: 11:01 - loss: 155.9901 - logits_profile_predictions_loss: 155.1803 - logcount_predictions_loss: 0.4499 97/2232 [>.............................] - ETA: 11:01 - loss: 156.0150 - logits_profile_predictions_loss: 155.2050 - logcount_predictions_loss: 0.4500 98/2232 [>.............................] - ETA: 11:01 - loss: 156.0417 - logits_profile_predictions_loss: 155.2315 - logcount_predictions_loss: 0.4501 99/2232 [>.............................] - ETA: 11:00 - loss: 156.0688 - logits_profile_predictions_loss: 155.2582 - logcount_predictions_loss: 0.4503 100/2232 [>.............................] - ETA: 11:00 - loss: 156.0944 - logits_profile_predictions_loss: 155.2836 - logcount_predictions_loss: 0.4504 101/2232 [>.............................] - ETA: 11:00 - loss: 156.1223 - logits_profile_predictions_loss: 155.3112 - logcount_predictions_loss: 0.4506 102/2232 [>.............................] - ETA: 11:00 - loss: 156.1492 - logits_profile_predictions_loss: 155.3378 - logcount_predictions_loss: 0.4508 103/2232 [>.............................] - ETA: 10:59 - loss: 156.1735 - logits_profile_predictions_loss: 155.3619 - logcount_predictions_loss: 0.4509 104/2232 [>.............................] - ETA: 10:59 - loss: 156.1973 - logits_profile_predictions_loss: 155.3854 - logcount_predictions_loss: 0.4511 105/2232 [>.............................] - ETA: 10:59 - loss: 156.2226 - logits_profile_predictions_loss: 155.4104 - logcount_predictions_loss: 0.4513 106/2232 [>.............................] - ETA: 10:58 - loss: 156.2447 - logits_profile_predictions_loss: 155.4321 - logcount_predictions_loss: 0.4514 107/2232 [>.............................] - ETA: 10:58 - loss: 156.2614 - logits_profile_predictions_loss: 155.4485 - logcount_predictions_loss: 0.4516 108/2232 [>.............................] - ETA: 10:58 - loss: 156.2781 - logits_profile_predictions_loss: 155.4649 - logcount_predictions_loss: 0.4518 109/2232 [>.............................] - ETA: 10:57 - loss: 156.2950 - logits_profile_predictions_loss: 155.4814 - logcount_predictions_loss: 0.4520 110/2232 [>.............................] - ETA: 10:57 - loss: 156.3116 - logits_profile_predictions_loss: 155.4976 - logcount_predictions_loss: 0.4522 111/2232 [>.............................] - ETA: 10:57 - loss: 156.3252 - logits_profile_predictions_loss: 155.5109 - logcount_predictions_loss: 0.4524 112/2232 [>.............................] - ETA: 10:57 - loss: 156.3362 - logits_profile_predictions_loss: 155.5216 - logcount_predictions_loss: 0.4525 113/2232 [>.............................] - ETA: 10:56 - loss: 156.3456 - logits_profile_predictions_loss: 155.5307 - logcount_predictions_loss: 0.4527 114/2232 [>.............................] - ETA: 10:56 - loss: 156.3564 - logits_profile_predictions_loss: 155.5413 - logcount_predictions_loss: 0.4529 115/2232 [>.............................] - ETA: 10:56 - loss: 156.3669 - logits_profile_predictions_loss: 155.5515 - logcount_predictions_loss: 0.4530 116/2232 [>.............................] - ETA: 10:55 - loss: 156.3761 - logits_profile_predictions_loss: 155.5604 - logcount_predictions_loss: 0.4531 117/2232 [>.............................] - ETA: 10:55 - loss: 156.3874 - logits_profile_predictions_loss: 155.5715 - logcount_predictions_loss: 0.4533 118/2232 [>.............................] - ETA: 10:55 - loss: 156.3991 - logits_profile_predictions_loss: 155.5830 - logcount_predictions_loss: 0.4534 119/2232 [>.............................] - ETA: 10:55 - loss: 156.4107 - logits_profile_predictions_loss: 155.5944 - logcount_predictions_loss: 0.4535 120/2232 [>.............................] - ETA: 10:54 - loss: 156.4215 - logits_profile_predictions_loss: 155.6049 - logcount_predictions_loss: 0.4536 121/2232 [>.............................] - ETA: 10:54 - loss: 156.4342 - logits_profile_predictions_loss: 155.6175 - logcount_predictions_loss: 0.4537 122/2232 [>.............................] - ETA: 10:54 - loss: 156.4484 - logits_profile_predictions_loss: 155.6315 - logcount_predictions_loss: 0.4538 123/2232 [>.............................] - ETA: 10:53 - loss: 156.4617 - logits_profile_predictions_loss: 155.6446 - logcount_predictions_loss: 0.4539 124/2232 [>.............................] - ETA: 10:53 - loss: 156.4716 - logits_profile_predictions_loss: 155.6544 - logcount_predictions_loss: 0.4540 125/2232 [>.............................] - ETA: 10:53 - loss: 156.4800 - logits_profile_predictions_loss: 155.6627 - logcount_predictions_loss: 0.4541 126/2232 [>.............................] - ETA: 10:52 - loss: 156.4868 - logits_profile_predictions_loss: 155.6694 - logcount_predictions_loss: 0.4541 127/2232 [>.............................] - ETA: 10:52 - loss: 156.4914 - logits_profile_predictions_loss: 155.6738 - logcount_predictions_loss: 0.4542 128/2232 [>.............................] - ETA: 10:52 - loss: 156.4939 - logits_profile_predictions_loss: 155.6762 - logcount_predictions_loss: 0.4543 129/2232 [>.............................] - ETA: 10:52 - loss: 156.4971 - logits_profile_predictions_loss: 155.6792 - logcount_predictions_loss: 0.4544 130/2232 [>.............................] - ETA: 10:51 - loss: 156.5028 - logits_profile_predictions_loss: 155.6847 - logcount_predictions_loss: 0.4545 131/2232 [>.............................] - ETA: 10:51 - loss: 156.5072 - logits_profile_predictions_loss: 155.6890 - logcount_predictions_loss: 0.4545 132/2232 [>.............................] - ETA: 10:51 - loss: 156.5090 - logits_profile_predictions_loss: 155.6906 - logcount_predictions_loss: 0.4546 133/2232 [>.............................] - ETA: 10:50 - loss: 156.5102 - logits_profile_predictions_loss: 155.6917 - logcount_predictions_loss: 0.4547 134/2232 [>.............................] - ETA: 10:50 - loss: 156.5132 - logits_profile_predictions_loss: 155.6946 - logcount_predictions_loss: 0.4548 135/2232 [>.............................] - ETA: 10:50 - loss: 156.5159 - logits_profile_predictions_loss: 155.6971 - logcount_predictions_loss: 0.4549 136/2232 [>.............................] - ETA: 10:49 - loss: 156.5175 - logits_profile_predictions_loss: 155.6985 - logcount_predictions_loss: 0.4550 137/2232 [>.............................] - ETA: 10:49 - loss: 156.5213 - logits_profile_predictions_loss: 155.7021 - logcount_predictions_loss: 0.4551 138/2232 [>.............................] - ETA: 10:49 - loss: 156.5244 - logits_profile_predictions_loss: 155.7050 - logcount_predictions_loss: 0.4552 139/2232 [>.............................] - ETA: 10:49 - loss: 156.5251 - logits_profile_predictions_loss: 155.7055 - logcount_predictions_loss: 0.4553 140/2232 [>.............................] - ETA: 10:48 - loss: 156.5256 - logits_profile_predictions_loss: 155.7059 - logcount_predictions_loss: 0.4554 141/2232 [>.............................] - ETA: 10:48 - loss: 156.5270 - logits_profile_predictions_loss: 155.7070 - logcount_predictions_loss: 0.4555 142/2232 [>.............................] - ETA: 10:48 - loss: 156.5280 - logits_profile_predictions_loss: 155.7079 - logcount_predictions_loss: 0.4556 143/2232 [>.............................] - ETA: 10:47 - loss: 156.5279 - logits_profile_predictions_loss: 155.7076 - logcount_predictions_loss: 0.4557 144/2232 [>.............................] - ETA: 10:47 - loss: 156.5264 - logits_profile_predictions_loss: 155.7060 - logcount_predictions_loss: 0.4558 145/2232 [>.............................] - ETA: 10:47 - loss: 156.5240 - logits_profile_predictions_loss: 155.7034 - logcount_predictions_loss: 0.4559 146/2232 [>.............................] - ETA: 10:47 - loss: 156.5219 - logits_profile_predictions_loss: 155.7012 - logcount_predictions_loss: 0.4560 147/2232 [>.............................] - ETA: 10:46 - loss: 156.5196 - logits_profile_predictions_loss: 155.6987 - logcount_predictions_loss: 0.4561 148/2232 [>.............................] - ETA: 10:46 - loss: 156.5169 - logits_profile_predictions_loss: 155.6958 - logcount_predictions_loss: 0.4561 149/2232 [=>............................] - ETA: 10:46 - loss: 156.5126 - logits_profile_predictions_loss: 155.6914 - logcount_predictions_loss: 0.4562 150/2232 [=>............................] - ETA: 10:45 - loss: 156.5087 - logits_profile_predictions_loss: 155.6873 - logcount_predictions_loss: 0.4563 151/2232 [=>............................] - ETA: 10:45 - loss: 156.5035 - logits_profile_predictions_loss: 155.6820 - logcount_predictions_loss: 0.4564 152/2232 [=>............................] - ETA: 10:45 - loss: 156.4968 - 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[===>..........................] - ETA: 9:51 - loss: 155.3864 - logits_profile_predictions_loss: 154.5636 - logcount_predictions_loss: 0.4571 329/2232 [===>..........................] - ETA: 9:51 - loss: 155.3833 - logits_profile_predictions_loss: 154.5605 - logcount_predictions_loss: 0.4571 330/2232 [===>..........................] - ETA: 9:51 - loss: 155.3803 - logits_profile_predictions_loss: 154.5576 - logcount_predictions_loss: 0.4571 331/2232 [===>..........................] - ETA: 9:50 - loss: 155.3779 - logits_profile_predictions_loss: 154.5552 - logcount_predictions_loss: 0.4571 332/2232 [===>..........................] - ETA: 9:50 - loss: 155.3759 - logits_profile_predictions_loss: 154.5533 - logcount_predictions_loss: 0.4570 333/2232 [===>..........................] - ETA: 9:50 - loss: 155.3741 - logits_profile_predictions_loss: 154.5515 - logcount_predictions_loss: 0.4570 334/2232 [===>..........................] - ETA: 9:49 - loss: 155.3721 - 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[===>..........................] - ETA: 9:47 - loss: 155.3551 - logits_profile_predictions_loss: 154.5328 - logcount_predictions_loss: 0.4569 342/2232 [===>..........................] - ETA: 9:47 - loss: 155.3527 - logits_profile_predictions_loss: 154.5304 - logcount_predictions_loss: 0.4568 343/2232 [===>..........................] - ETA: 9:47 - loss: 155.3501 - logits_profile_predictions_loss: 154.5279 - logcount_predictions_loss: 0.4568 344/2232 [===>..........................] - ETA: 9:46 - loss: 155.3475 - logits_profile_predictions_loss: 154.5253 - logcount_predictions_loss: 0.4568 345/2232 [===>..........................] - ETA: 9:46 - loss: 155.3449 - logits_profile_predictions_loss: 154.5227 - logcount_predictions_loss: 0.4568 346/2232 [===>..........................] - ETA: 9:46 - loss: 155.3420 - logits_profile_predictions_loss: 154.5199 - logcount_predictions_loss: 0.4568 347/2232 [===>..........................] - ETA: 9:45 - loss: 155.3393 - 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[===>..........................] - ETA: 9:39 - loss: 155.2775 - logits_profile_predictions_loss: 154.4562 - logcount_predictions_loss: 0.4563 368/2232 [===>..........................] - ETA: 9:39 - loss: 155.2743 - logits_profile_predictions_loss: 154.4530 - logcount_predictions_loss: 0.4563 369/2232 [===>..........................] - ETA: 9:39 - loss: 155.2711 - logits_profile_predictions_loss: 154.4499 - logcount_predictions_loss: 0.4563 370/2232 [===>..........................] - ETA: 9:38 - loss: 155.2677 - logits_profile_predictions_loss: 154.4465 - logcount_predictions_loss: 0.4563 371/2232 [===>..........................] - ETA: 9:38 - loss: 155.2642 - logits_profile_predictions_loss: 154.4430 - logcount_predictions_loss: 0.4562 372/2232 [====>.........................] - ETA: 9:38 - loss: 155.2607 - logits_profile_predictions_loss: 154.4396 - logcount_predictions_loss: 0.4562 373/2232 [====>.........................] - ETA: 9:37 - loss: 155.2574 - 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[====>.........................] - ETA: 9:35 - loss: 155.2358 - logits_profile_predictions_loss: 154.4149 - logcount_predictions_loss: 0.4560 381/2232 [====>.........................] - ETA: 9:35 - loss: 155.2328 - logits_profile_predictions_loss: 154.4120 - logcount_predictions_loss: 0.4560 382/2232 [====>.........................] - ETA: 9:35 - loss: 155.2298 - logits_profile_predictions_loss: 154.4091 - logcount_predictions_loss: 0.4560 383/2232 [====>.........................] - ETA: 9:34 - loss: 155.2270 - logits_profile_predictions_loss: 154.4063 - logcount_predictions_loss: 0.4560 384/2232 [====>.........................] - ETA: 9:34 - loss: 155.2239 - logits_profile_predictions_loss: 154.4032 - logcount_predictions_loss: 0.4560 385/2232 [====>.........................] - ETA: 9:34 - loss: 155.2205 - logits_profile_predictions_loss: 154.3998 - logcount_predictions_loss: 0.4559 386/2232 [====>.........................] - ETA: 9:33 - loss: 155.2171 - 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[====>.........................] - ETA: 9:31 - loss: 155.1937 - logits_profile_predictions_loss: 154.3734 - logcount_predictions_loss: 0.4557 394/2232 [====>.........................] - ETA: 9:31 - loss: 155.1905 - logits_profile_predictions_loss: 154.3703 - logcount_predictions_loss: 0.4557 395/2232 [====>.........................] - ETA: 9:31 - loss: 155.1877 - logits_profile_predictions_loss: 154.3675 - logcount_predictions_loss: 0.4557 396/2232 [====>.........................] - ETA: 9:30 - loss: 155.1849 - logits_profile_predictions_loss: 154.3647 - logcount_predictions_loss: 0.4557 397/2232 [====>.........................] - ETA: 9:30 - loss: 155.1818 - logits_profile_predictions_loss: 154.3617 - logcount_predictions_loss: 0.4557 398/2232 [====>.........................] - ETA: 9:30 - loss: 155.1789 - logits_profile_predictions_loss: 154.3588 - logcount_predictions_loss: 0.4556 399/2232 [====>.........................] - ETA: 9:29 - loss: 155.1761 - 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[====>.........................] - ETA: 9:27 - loss: 155.1596 - logits_profile_predictions_loss: 154.3398 - logcount_predictions_loss: 0.4555 407/2232 [====>.........................] - ETA: 9:27 - loss: 155.1574 - logits_profile_predictions_loss: 154.3376 - logcount_predictions_loss: 0.4555 408/2232 [====>.........................] - ETA: 9:27 - loss: 155.1556 - logits_profile_predictions_loss: 154.3359 - logcount_predictions_loss: 0.4554 409/2232 [====>.........................] - ETA: 9:26 - loss: 155.1538 - logits_profile_predictions_loss: 154.3341 - logcount_predictions_loss: 0.4554 410/2232 [====>.........................] - ETA: 9:26 - loss: 155.1519 - logits_profile_predictions_loss: 154.3322 - logcount_predictions_loss: 0.4554 411/2232 [====>.........................] - ETA: 9:26 - loss: 155.1498 - logits_profile_predictions_loss: 154.3302 - logcount_predictions_loss: 0.4554 412/2232 [====>.........................] - ETA: 9:25 - loss: 155.1477 - logits_profile_predictions_loss: 154.3281 - logcount_predictions_loss: 0.4554 413/2232 [====>.........................] - ETA: 9:25 - loss: 155.1458 - logits_profile_predictions_loss: 154.3262 - logcount_predictions_loss: 0.4553 414/2232 [====>.........................] - ETA: 9:25 - loss: 155.1440 - logits_profile_predictions_loss: 154.3244 - logcount_predictions_loss: 0.4553 415/2232 [====>.........................] - ETA: 9:24 - loss: 155.1420 - logits_profile_predictions_loss: 154.3225 - logcount_predictions_loss: 0.4553 416/2232 [====>.........................] - ETA: 9:24 - loss: 155.1403 - logits_profile_predictions_loss: 154.3209 - logcount_predictions_loss: 0.4553 417/2232 [====>.........................] - ETA: 9:24 - loss: 155.1385 - logits_profile_predictions_loss: 154.3190 - logcount_predictions_loss: 0.4553 418/2232 [====>.........................] - ETA: 9:24 - loss: 155.1366 - logits_profile_predictions_loss: 154.3172 - logcount_predictions_loss: 0.4552 419/2232 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logits_profile_predictions_loss: 154.6123 - logcount_predictions_loss: 0.4416 2227/2232 [============================>.] - ETA: 1s - loss: 155.4071 - logits_profile_predictions_loss: 154.6122 - logcount_predictions_loss: 0.4416 2228/2232 [============================>.] - ETA: 1s - loss: 155.4070 - logits_profile_predictions_loss: 154.6122 - logcount_predictions_loss: 0.4416 2229/2232 [============================>.] - ETA: 0s - loss: 155.4070 - logits_profile_predictions_loss: 154.6121 - logcount_predictions_loss: 0.4416 2230/2232 [============================>.] - ETA: 0s - loss: 155.4069 - logits_profile_predictions_loss: 154.6121 - logcount_predictions_loss: 0.4416 2231/2232 [============================>.] - ETA: 0s - loss: 155.4069 - logits_profile_predictions_loss: 154.6120 - logcount_predictions_loss: 0.4416 2232/2232 [==============================] - ETA: 0s - loss: 155.4068 - logits_profile_predictions_loss: 154.6120 - logcount_predictions_loss: 0.4416 2232/2232 [==============================] - 732s 328ms/step - loss: 155.4067 - logits_profile_predictions_loss: 154.6119 - logcount_predictions_loss: 0.4416 - val_loss: 207.7789 - val_logits_profile_predictions_loss: 206.9391 - val_logcount_predictions_loss: 0.4666 + +Epoch 00014: val_loss did not improve from 206.71916 +Epoch 15/50 + 1/2232 [..............................] - ETA: 11:47 - loss: 149.4747 - logits_profile_predictions_loss: 148.7382 - logcount_predictions_loss: 0.4091 2/2232 [..............................] - ETA: 11:26 - loss: 151.9071 - logits_profile_predictions_loss: 151.0500 - logcount_predictions_loss: 0.4762 3/2232 [..............................] - ETA: 11:26 - loss: 151.3783 - logits_profile_predictions_loss: 150.5171 - logcount_predictions_loss: 0.4784 4/2232 [..............................] - ETA: 11:27 - loss: 150.6587 - logits_profile_predictions_loss: 149.8202 - logcount_predictions_loss: 0.4658 5/2232 [..............................] - ETA: 11:27 - loss: 149.2945 - logits_profile_predictions_loss: 148.4666 - logcount_predictions_loss: 0.4600 6/2232 [..............................] - ETA: 11:26 - loss: 148.0790 - logits_profile_predictions_loss: 147.2582 - logcount_predictions_loss: 0.4559 7/2232 [..............................] - ETA: 11:27 - loss: 148.1049 - logits_profile_predictions_loss: 147.2917 - logcount_predictions_loss: 0.4518 8/2232 [..............................] - ETA: 11:26 - loss: 147.7344 - logits_profile_predictions_loss: 146.9229 - logcount_predictions_loss: 0.4508 9/2232 [..............................] - ETA: 11:26 - loss: 147.7800 - logits_profile_predictions_loss: 146.9652 - logcount_predictions_loss: 0.4527 10/2232 [..............................] - ETA: 11:26 - loss: 147.9595 - logits_profile_predictions_loss: 147.1426 - logcount_predictions_loss: 0.4538 11/2232 [..............................] - ETA: 11:25 - loss: 147.7555 - logits_profile_predictions_loss: 146.9374 - logcount_predictions_loss: 0.4545 12/2232 [..............................] - ETA: 11:25 - loss: 147.7120 - logits_profile_predictions_loss: 146.8943 - logcount_predictions_loss: 0.4543 13/2232 [..............................] - ETA: 11:25 - loss: 147.7687 - logits_profile_predictions_loss: 146.9530 - logcount_predictions_loss: 0.4532 14/2232 [..............................] - ETA: 11:25 - loss: 147.9445 - logits_profile_predictions_loss: 147.1291 - logcount_predictions_loss: 0.4530 15/2232 [..............................] - ETA: 11:24 - loss: 148.0581 - logits_profile_predictions_loss: 147.2422 - logcount_predictions_loss: 0.4533 16/2232 [..............................] - ETA: 11:24 - loss: 148.0886 - logits_profile_predictions_loss: 147.2725 - logcount_predictions_loss: 0.4534 17/2232 [..............................] - ETA: 11:24 - loss: 148.1730 - logits_profile_predictions_loss: 147.3577 - logcount_predictions_loss: 0.4529 18/2232 [..............................] - ETA: 11:24 - loss: 148.3215 - logits_profile_predictions_loss: 147.5072 - logcount_predictions_loss: 0.4524 19/2232 [..............................] - ETA: 11:23 - loss: 148.3830 - logits_profile_predictions_loss: 147.5705 - logcount_predictions_loss: 0.4514 20/2232 [..............................] - ETA: 11:23 - loss: 148.4316 - logits_profile_predictions_loss: 147.6201 - logcount_predictions_loss: 0.4508 21/2232 [..............................] - ETA: 11:23 - loss: 148.4724 - logits_profile_predictions_loss: 147.6623 - logcount_predictions_loss: 0.4501 22/2232 [..............................] - ETA: 11:22 - loss: 148.4829 - logits_profile_predictions_loss: 147.6740 - logcount_predictions_loss: 0.4494 23/2232 [..............................] - ETA: 11:22 - loss: 148.5384 - logits_profile_predictions_loss: 147.7302 - logcount_predictions_loss: 0.4490 24/2232 [..............................] - ETA: 11:22 - loss: 148.6075 - logits_profile_predictions_loss: 147.7999 - logcount_predictions_loss: 0.4487 25/2232 [..............................] - ETA: 11:21 - loss: 148.6685 - logits_profile_predictions_loss: 147.8606 - logcount_predictions_loss: 0.4488 26/2232 [..............................] - ETA: 11:21 - loss: 148.7033 - logits_profile_predictions_loss: 147.8955 - logcount_predictions_loss: 0.4488 27/2232 [..............................] - ETA: 11:21 - loss: 148.7466 - logits_profile_predictions_loss: 147.9388 - logcount_predictions_loss: 0.4488 28/2232 [..............................] - ETA: 11:21 - loss: 148.8172 - logits_profile_predictions_loss: 148.0095 - logcount_predictions_loss: 0.4487 29/2232 [..............................] - ETA: 11:20 - loss: 148.9068 - logits_profile_predictions_loss: 148.0993 - logcount_predictions_loss: 0.4486 30/2232 [..............................] - ETA: 11:20 - loss: 149.0582 - logits_profile_predictions_loss: 148.2508 - logcount_predictions_loss: 0.4486 31/2232 [..............................] - ETA: 11:20 - loss: 149.1865 - logits_profile_predictions_loss: 148.3790 - logcount_predictions_loss: 0.4486 32/2232 [..............................] - ETA: 11:19 - loss: 149.2956 - logits_profile_predictions_loss: 148.4881 - logcount_predictions_loss: 0.4486 33/2232 [..............................] - ETA: 11:19 - loss: 149.4132 - logits_profile_predictions_loss: 148.6059 - logcount_predictions_loss: 0.4485 34/2232 [..............................] - ETA: 11:19 - loss: 149.5255 - logits_profile_predictions_loss: 148.7180 - logcount_predictions_loss: 0.4486 35/2232 [..............................] - ETA: 11:18 - loss: 149.6764 - logits_profile_predictions_loss: 148.8683 - logcount_predictions_loss: 0.4489 36/2232 [..............................] - ETA: 11:18 - loss: 149.8223 - logits_profile_predictions_loss: 149.0137 - logcount_predictions_loss: 0.4492 37/2232 [..............................] - ETA: 11:18 - loss: 149.9503 - logits_profile_predictions_loss: 149.1414 - logcount_predictions_loss: 0.4494 38/2232 [..............................] - ETA: 11:18 - loss: 150.0676 - logits_profile_predictions_loss: 149.2586 - logcount_predictions_loss: 0.4494 39/2232 [..............................] - ETA: 11:17 - loss: 150.1705 - logits_profile_predictions_loss: 149.3614 - logcount_predictions_loss: 0.4495 40/2232 [..............................] - ETA: 11:17 - loss: 150.2675 - logits_profile_predictions_loss: 149.4584 - logcount_predictions_loss: 0.4495 41/2232 [..............................] - ETA: 11:17 - loss: 150.3475 - logits_profile_predictions_loss: 149.5385 - logcount_predictions_loss: 0.4494 42/2232 [..............................] - ETA: 11:16 - loss: 150.4481 - logits_profile_predictions_loss: 149.6390 - logcount_predictions_loss: 0.4495 43/2232 [..............................] - ETA: 11:17 - loss: 150.5517 - logits_profile_predictions_loss: 149.7426 - logcount_predictions_loss: 0.4495 44/2232 [..............................] - ETA: 11:16 - loss: 150.6387 - logits_profile_predictions_loss: 149.8298 - logcount_predictions_loss: 0.4494 45/2232 [..............................] - ETA: 11:16 - loss: 150.6983 - logits_profile_predictions_loss: 149.8896 - logcount_predictions_loss: 0.4492 46/2232 [..............................] - ETA: 11:16 - loss: 150.7318 - logits_profile_predictions_loss: 149.9236 - logcount_predictions_loss: 0.4490 47/2232 [..............................] - ETA: 11:15 - loss: 150.7664 - logits_profile_predictions_loss: 149.9584 - logcount_predictions_loss: 0.4489 48/2232 [..............................] - ETA: 11:15 - loss: 150.7956 - logits_profile_predictions_loss: 149.9881 - logcount_predictions_loss: 0.4486 49/2232 [..............................] - ETA: 11:15 - loss: 150.8265 - logits_profile_predictions_loss: 150.0195 - logcount_predictions_loss: 0.4483 50/2232 [..............................] - ETA: 11:14 - loss: 150.8656 - logits_profile_predictions_loss: 150.0591 - logcount_predictions_loss: 0.4481 51/2232 [..............................] - ETA: 11:14 - loss: 150.9030 - logits_profile_predictions_loss: 150.0971 - logcount_predictions_loss: 0.4477 52/2232 [..............................] - ETA: 11:14 - loss: 150.9462 - logits_profile_predictions_loss: 150.1409 - logcount_predictions_loss: 0.4474 53/2232 [..............................] - ETA: 11:13 - loss: 150.9919 - logits_profile_predictions_loss: 150.1871 - logcount_predictions_loss: 0.4471 54/2232 [..............................] - ETA: 11:13 - loss: 151.0179 - logits_profile_predictions_loss: 150.2138 - logcount_predictions_loss: 0.4467 55/2232 [..............................] - ETA: 11:13 - loss: 151.0470 - logits_profile_predictions_loss: 150.2436 - logcount_predictions_loss: 0.4463 56/2232 [..............................] - ETA: 11:13 - loss: 151.0656 - logits_profile_predictions_loss: 150.2629 - logcount_predictions_loss: 0.4460 57/2232 [..............................] - ETA: 11:12 - loss: 151.0906 - logits_profile_predictions_loss: 150.2884 - logcount_predictions_loss: 0.4457 58/2232 [..............................] - ETA: 11:12 - loss: 151.1148 - logits_profile_predictions_loss: 150.3132 - logcount_predictions_loss: 0.4453 59/2232 [..............................] - ETA: 11:12 - loss: 151.1474 - logits_profile_predictions_loss: 150.3464 - logcount_predictions_loss: 0.4450 60/2232 [..............................] - ETA: 11:11 - loss: 151.1671 - logits_profile_predictions_loss: 150.3667 - logcount_predictions_loss: 0.4446 61/2232 [..............................] - ETA: 11:11 - loss: 151.1873 - logits_profile_predictions_loss: 150.3874 - logcount_predictions_loss: 0.4444 62/2232 [..............................] - ETA: 11:11 - loss: 151.2159 - logits_profile_predictions_loss: 150.4166 - logcount_predictions_loss: 0.4441 63/2232 [..............................] - ETA: 11:10 - loss: 151.2502 - logits_profile_predictions_loss: 150.4514 - logcount_predictions_loss: 0.4438 64/2232 [..............................] - ETA: 11:10 - loss: 151.2823 - logits_profile_predictions_loss: 150.4839 - logcount_predictions_loss: 0.4436 65/2232 [..............................] - ETA: 11:10 - loss: 151.3096 - logits_profile_predictions_loss: 150.5116 - logcount_predictions_loss: 0.4433 66/2232 [..............................] - ETA: 11:10 - loss: 151.3419 - logits_profile_predictions_loss: 150.5444 - logcount_predictions_loss: 0.4430 67/2232 [..............................] - ETA: 11:09 - loss: 151.3696 - logits_profile_predictions_loss: 150.5725 - logcount_predictions_loss: 0.4428 68/2232 [..............................] - ETA: 11:09 - loss: 151.3937 - logits_profile_predictions_loss: 150.5970 - logcount_predictions_loss: 0.4426 69/2232 [..............................] - ETA: 11:09 - loss: 151.4158 - logits_profile_predictions_loss: 150.6195 - logcount_predictions_loss: 0.4424 70/2232 [..............................] - ETA: 11:08 - loss: 151.4471 - logits_profile_predictions_loss: 150.6512 - logcount_predictions_loss: 0.4422 71/2232 [..............................] - ETA: 11:08 - loss: 151.4715 - logits_profile_predictions_loss: 150.6761 - logcount_predictions_loss: 0.4419 72/2232 [..............................] - ETA: 11:08 - loss: 151.4872 - logits_profile_predictions_loss: 150.6922 - logcount_predictions_loss: 0.4417 73/2232 [..............................] - ETA: 11:08 - loss: 151.5015 - logits_profile_predictions_loss: 150.7068 - logcount_predictions_loss: 0.4415 74/2232 [..............................] - ETA: 11:07 - loss: 151.5248 - logits_profile_predictions_loss: 150.7305 - logcount_predictions_loss: 0.4413 75/2232 [>.............................] - ETA: 11:07 - loss: 151.5563 - logits_profile_predictions_loss: 150.7623 - logcount_predictions_loss: 0.4411 76/2232 [>.............................] - ETA: 11:07 - loss: 151.5877 - logits_profile_predictions_loss: 150.7940 - logcount_predictions_loss: 0.4409 77/2232 [>.............................] - ETA: 11:06 - loss: 151.6146 - logits_profile_predictions_loss: 150.8212 - logcount_predictions_loss: 0.4408 78/2232 [>.............................] - ETA: 11:06 - loss: 151.6472 - logits_profile_predictions_loss: 150.8542 - logcount_predictions_loss: 0.4406 79/2232 [>.............................] - ETA: 11:06 - loss: 151.6847 - logits_profile_predictions_loss: 150.8920 - logcount_predictions_loss: 0.4404 80/2232 [>.............................] - ETA: 11:06 - loss: 151.7297 - logits_profile_predictions_loss: 150.9373 - logcount_predictions_loss: 0.4402 81/2232 [>.............................] - ETA: 11:05 - loss: 151.7687 - logits_profile_predictions_loss: 150.9767 - logcount_predictions_loss: 0.4400 82/2232 [>.............................] - ETA: 11:05 - loss: 151.8078 - logits_profile_predictions_loss: 151.0161 - logcount_predictions_loss: 0.4398 83/2232 [>.............................] - ETA: 11:05 - loss: 151.8470 - logits_profile_predictions_loss: 151.0556 - logcount_predictions_loss: 0.4396 84/2232 [>.............................] - ETA: 11:04 - loss: 151.8874 - logits_profile_predictions_loss: 151.0963 - logcount_predictions_loss: 0.4395 85/2232 [>.............................] - ETA: 11:04 - loss: 151.9351 - logits_profile_predictions_loss: 151.1443 - logcount_predictions_loss: 0.4393 86/2232 [>.............................] - ETA: 11:04 - loss: 151.9820 - logits_profile_predictions_loss: 151.1915 - logcount_predictions_loss: 0.4392 87/2232 [>.............................] - ETA: 11:04 - loss: 152.0307 - logits_profile_predictions_loss: 151.2404 - logcount_predictions_loss: 0.4390 88/2232 [>.............................] - ETA: 11:03 - loss: 152.0769 - logits_profile_predictions_loss: 151.2868 - logcount_predictions_loss: 0.4390 89/2232 [>.............................] - ETA: 11:03 - loss: 152.1254 - logits_profile_predictions_loss: 151.3355 - logcount_predictions_loss: 0.4389 90/2232 [>.............................] - ETA: 11:03 - loss: 152.1772 - logits_profile_predictions_loss: 151.3874 - logcount_predictions_loss: 0.4388 91/2232 [>.............................] - ETA: 11:02 - loss: 152.2254 - logits_profile_predictions_loss: 151.4358 - logcount_predictions_loss: 0.4387 92/2232 [>.............................] - ETA: 11:02 - loss: 152.2721 - logits_profile_predictions_loss: 151.4827 - logcount_predictions_loss: 0.4386 93/2232 [>.............................] - ETA: 11:02 - loss: 152.3165 - logits_profile_predictions_loss: 151.5272 - logcount_predictions_loss: 0.4385 94/2232 [>.............................] - ETA: 11:02 - loss: 152.3614 - logits_profile_predictions_loss: 151.5723 - logcount_predictions_loss: 0.4384 95/2232 [>.............................] - ETA: 11:01 - loss: 152.4037 - logits_profile_predictions_loss: 151.6147 - logcount_predictions_loss: 0.4383 96/2232 [>.............................] - ETA: 11:01 - loss: 152.4444 - logits_profile_predictions_loss: 151.6556 - logcount_predictions_loss: 0.4382 97/2232 [>.............................] - ETA: 11:01 - loss: 152.4842 - logits_profile_predictions_loss: 151.6956 - logcount_predictions_loss: 0.4381 98/2232 [>.............................] - ETA: 11:00 - loss: 152.5232 - logits_profile_predictions_loss: 151.7348 - logcount_predictions_loss: 0.4380 99/2232 [>.............................] - ETA: 11:00 - loss: 152.5592 - logits_profile_predictions_loss: 151.7709 - logcount_predictions_loss: 0.4379 100/2232 [>.............................] - ETA: 11:00 - loss: 152.5948 - logits_profile_predictions_loss: 151.8068 - logcount_predictions_loss: 0.4378 101/2232 [>.............................] - ETA: 10:59 - loss: 152.6262 - logits_profile_predictions_loss: 151.8383 - logcount_predictions_loss: 0.4377 102/2232 [>.............................] - ETA: 10:59 - loss: 152.6589 - logits_profile_predictions_loss: 151.8711 - logcount_predictions_loss: 0.4377 103/2232 [>.............................] - ETA: 10:59 - loss: 152.6896 - logits_profile_predictions_loss: 151.9019 - logcount_predictions_loss: 0.4376 104/2232 [>.............................] - ETA: 10:59 - loss: 152.7200 - logits_profile_predictions_loss: 151.9325 - logcount_predictions_loss: 0.4375 105/2232 [>.............................] - ETA: 10:58 - loss: 152.7489 - logits_profile_predictions_loss: 151.9615 - logcount_predictions_loss: 0.4374 106/2232 [>.............................] - ETA: 10:58 - loss: 152.7733 - logits_profile_predictions_loss: 151.9860 - logcount_predictions_loss: 0.4374 107/2232 [>.............................] - ETA: 10:58 - loss: 152.7977 - logits_profile_predictions_loss: 152.0106 - logcount_predictions_loss: 0.4373 108/2232 [>.............................] - ETA: 10:57 - loss: 152.8189 - logits_profile_predictions_loss: 152.0320 - logcount_predictions_loss: 0.4372 109/2232 [>.............................] - ETA: 10:57 - loss: 152.8388 - logits_profile_predictions_loss: 152.0520 - logcount_predictions_loss: 0.4371 110/2232 [>.............................] - ETA: 10:57 - loss: 152.8561 - logits_profile_predictions_loss: 152.0695 - logcount_predictions_loss: 0.4370 111/2232 [>.............................] - ETA: 10:57 - loss: 152.8743 - logits_profile_predictions_loss: 152.0878 - logcount_predictions_loss: 0.4369 112/2232 [>.............................] - ETA: 10:56 - loss: 152.8932 - logits_profile_predictions_loss: 152.1069 - logcount_predictions_loss: 0.4368 113/2232 [>.............................] - ETA: 10:56 - loss: 152.9125 - logits_profile_predictions_loss: 152.1263 - logcount_predictions_loss: 0.4368 114/2232 [>.............................] - ETA: 10:56 - loss: 152.9313 - logits_profile_predictions_loss: 152.1452 - logcount_predictions_loss: 0.4367 115/2232 [>.............................] - ETA: 10:55 - loss: 152.9493 - logits_profile_predictions_loss: 152.1634 - logcount_predictions_loss: 0.4366 116/2232 [>.............................] - ETA: 10:55 - loss: 152.9628 - logits_profile_predictions_loss: 152.1770 - logcount_predictions_loss: 0.4365 117/2232 [>.............................] - ETA: 10:55 - loss: 152.9778 - logits_profile_predictions_loss: 152.1922 - logcount_predictions_loss: 0.4364 118/2232 [>.............................] - ETA: 10:55 - loss: 152.9940 - logits_profile_predictions_loss: 152.2086 - logcount_predictions_loss: 0.4363 119/2232 [>.............................] - ETA: 10:54 - loss: 153.0093 - logits_profile_predictions_loss: 152.2240 - logcount_predictions_loss: 0.4363 120/2232 [>.............................] - ETA: 10:54 - loss: 153.0235 - logits_profile_predictions_loss: 152.2384 - logcount_predictions_loss: 0.4362 121/2232 [>.............................] - ETA: 10:54 - loss: 153.0365 - logits_profile_predictions_loss: 152.2516 - logcount_predictions_loss: 0.4361 122/2232 [>.............................] - ETA: 10:53 - loss: 153.0531 - logits_profile_predictions_loss: 152.2683 - logcount_predictions_loss: 0.4360 123/2232 [>.............................] - ETA: 10:53 - loss: 153.0697 - logits_profile_predictions_loss: 152.2851 - logcount_predictions_loss: 0.4359 124/2232 [>.............................] - ETA: 10:53 - loss: 153.0883 - logits_profile_predictions_loss: 152.3038 - logcount_predictions_loss: 0.4359 125/2232 [>.............................] - ETA: 10:52 - loss: 153.1059 - logits_profile_predictions_loss: 152.3214 - logcount_predictions_loss: 0.4358 126/2232 [>.............................] - ETA: 10:52 - loss: 153.1219 - logits_profile_predictions_loss: 152.3376 - logcount_predictions_loss: 0.4358 127/2232 [>.............................] - ETA: 10:52 - loss: 153.1390 - logits_profile_predictions_loss: 152.3548 - logcount_predictions_loss: 0.4357 128/2232 [>.............................] - ETA: 10:52 - loss: 153.1580 - logits_profile_predictions_loss: 152.3738 - logcount_predictions_loss: 0.4356 129/2232 [>.............................] - ETA: 10:51 - loss: 153.1761 - logits_profile_predictions_loss: 152.3921 - logcount_predictions_loss: 0.4356 130/2232 [>.............................] - ETA: 10:51 - loss: 153.1931 - logits_profile_predictions_loss: 152.4091 - logcount_predictions_loss: 0.4355 131/2232 [>.............................] - ETA: 10:51 - loss: 153.2117 - logits_profile_predictions_loss: 152.4278 - logcount_predictions_loss: 0.4355 132/2232 [>.............................] - ETA: 10:50 - loss: 153.2294 - logits_profile_predictions_loss: 152.4457 - logcount_predictions_loss: 0.4354 133/2232 [>.............................] - ETA: 10:50 - loss: 153.2497 - logits_profile_predictions_loss: 152.4660 - logcount_predictions_loss: 0.4354 134/2232 [>.............................] - ETA: 10:50 - loss: 153.2693 - logits_profile_predictions_loss: 152.4857 - logcount_predictions_loss: 0.4353 135/2232 [>.............................] - ETA: 10:49 - loss: 153.2872 - logits_profile_predictions_loss: 152.5037 - logcount_predictions_loss: 0.4353 136/2232 [>.............................] - ETA: 10:49 - loss: 153.3034 - logits_profile_predictions_loss: 152.5200 - logcount_predictions_loss: 0.4352 137/2232 [>.............................] - ETA: 10:49 - loss: 153.3203 - logits_profile_predictions_loss: 152.5370 - logcount_predictions_loss: 0.4352 138/2232 [>.............................] - ETA: 10:49 - loss: 153.3389 - logits_profile_predictions_loss: 152.5557 - logcount_predictions_loss: 0.4351 139/2232 [>.............................] - ETA: 10:48 - loss: 153.3571 - logits_profile_predictions_loss: 152.5740 - logcount_predictions_loss: 0.4350 140/2232 [>.............................] - ETA: 10:48 - loss: 153.3747 - logits_profile_predictions_loss: 152.5918 - logcount_predictions_loss: 0.4350 141/2232 [>.............................] - ETA: 10:48 - loss: 153.3916 - logits_profile_predictions_loss: 152.6087 - logcount_predictions_loss: 0.4349 142/2232 [>.............................] - ETA: 10:48 - loss: 153.4067 - logits_profile_predictions_loss: 152.6240 - logcount_predictions_loss: 0.4349 143/2232 [>.............................] - ETA: 10:47 - loss: 153.4220 - logits_profile_predictions_loss: 152.6393 - logcount_predictions_loss: 0.4348 144/2232 [>.............................] - ETA: 10:47 - loss: 153.4374 - logits_profile_predictions_loss: 152.6548 - logcount_predictions_loss: 0.4347 145/2232 [>.............................] - ETA: 10:47 - loss: 153.4516 - logits_profile_predictions_loss: 152.6691 - logcount_predictions_loss: 0.4347 146/2232 [>.............................] - ETA: 10:46 - loss: 153.4654 - logits_profile_predictions_loss: 152.6831 - logcount_predictions_loss: 0.4346 147/2232 [>.............................] - ETA: 10:46 - loss: 153.4787 - logits_profile_predictions_loss: 152.6965 - logcount_predictions_loss: 0.4345 148/2232 [>.............................] - ETA: 10:46 - loss: 153.4930 - 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[===>..........................] - ETA: 9:40 - loss: 154.4546 - logits_profile_predictions_loss: 153.6853 - logcount_predictions_loss: 0.4273 364/2232 [===>..........................] - ETA: 9:40 - loss: 154.4543 - logits_profile_predictions_loss: 153.6850 - logcount_predictions_loss: 0.4273 365/2232 [===>..........................] - ETA: 9:40 - loss: 154.4538 - logits_profile_predictions_loss: 153.6846 - logcount_predictions_loss: 0.4273 366/2232 [===>..........................] - ETA: 9:39 - loss: 154.4535 - logits_profile_predictions_loss: 153.6843 - logcount_predictions_loss: 0.4273 367/2232 [===>..........................] - ETA: 9:39 - loss: 154.4531 - logits_profile_predictions_loss: 153.6838 - logcount_predictions_loss: 0.4273 368/2232 [===>..........................] - ETA: 9:39 - loss: 154.4526 - logits_profile_predictions_loss: 153.6833 - logcount_predictions_loss: 0.4273 369/2232 [===>..........................] - ETA: 9:38 - loss: 154.4520 - 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[====>.........................] - ETA: 9:28 - loss: 154.4271 - logits_profile_predictions_loss: 153.6583 - logcount_predictions_loss: 0.4271 403/2232 [====>.........................] - ETA: 9:28 - loss: 154.4256 - logits_profile_predictions_loss: 153.6568 - logcount_predictions_loss: 0.4271 404/2232 [====>.........................] - ETA: 9:28 - loss: 154.4239 - logits_profile_predictions_loss: 153.6552 - logcount_predictions_loss: 0.4271 405/2232 [====>.........................] - ETA: 9:27 - loss: 154.4223 - logits_profile_predictions_loss: 153.6536 - logcount_predictions_loss: 0.4271 406/2232 [====>.........................] - ETA: 9:27 - loss: 154.4207 - logits_profile_predictions_loss: 153.6519 - logcount_predictions_loss: 0.4270 407/2232 [====>.........................] - ETA: 9:27 - loss: 154.4189 - logits_profile_predictions_loss: 153.6502 - logcount_predictions_loss: 0.4270 408/2232 [====>.........................] - ETA: 9:26 - loss: 154.4172 - 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[============================>.] - ETA: 0s - loss: 154.0438 - logits_profile_predictions_loss: 153.2824 - logcount_predictions_loss: 0.4229 2230/2232 [============================>.] - ETA: 0s - loss: 154.0437 - logits_profile_predictions_loss: 153.2824 - logcount_predictions_loss: 0.4229 2231/2232 [============================>.] - ETA: 0s - loss: 154.0436 - logits_profile_predictions_loss: 153.2823 - logcount_predictions_loss: 0.4229 2232/2232 [==============================] - ETA: 0s - loss: 154.0435 - logits_profile_predictions_loss: 153.2822 - logcount_predictions_loss: 0.4229 2232/2232 [==============================] - 732s 328ms/step - loss: 154.0434 - logits_profile_predictions_loss: 153.2821 - logcount_predictions_loss: 0.4229 - val_loss: 208.4727 - val_logits_profile_predictions_loss: 207.6513 - val_logcount_predictions_loss: 0.4563 + +Epoch 00015: val_loss did not improve from 206.71916 +Restoring model weights from the end of the best epoch. +Epoch 00015: early stopping +save model +save model without bias +2022-10-06_08-59-10: 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//ENCSR502GWQ//preprocessing/bigWigs/ENCSR502GWQ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(38503, 10) +loading nonpeaks... +got split:test for bed regions:(37820, 10) +0/299 +100/299 +200/299 +2022-10-06_09-05-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR502GWQ//preprocessing/bigWigs/ENCSR502GWQ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(38503, 10) +loading nonpeaks... +got split:test for bed regions:(37820, 10) +0/299 +100/299 +200/299 +2022-10-06_09-10-33: 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//ENCSR502GWQ//preprocessing/bigWigs/ENCSR502GWQ.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(38503, 10) +loading nonpeaks... +got split:test for bed regions:(37820, 10) +0/299 +100/299 +200/299 +2022-10-06_09-13-29: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-06_09-13-29: 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/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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 + 1/34 [..............................] - ETA: 10:41 3/34 [=>............................] - ETA: 14s  4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 20s 6/34 [====>.........................] - ETA: 20s 7/34 [=====>........................] - ETA: 20s 8/34 [======>.......................] - ETA: 20s 9/34 [======>.......................] - ETA: 20s 10/34 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[==============================] - 31s 948ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 29s 3/34 [=>............................] - ETA: 28s 4/34 [==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 14s 19/34 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[==>...........................] - ETA: 28s 5/34 [===>..........................] - ETA: 27s 6/34 [====>.........................] - ETA: 26s 7/34 [=====>........................] - ETA: 25s 8/34 [======>.......................] - ETA: 24s 9/34 [======>.......................] - ETA: 23s 10/34 [=======>......................] - ETA: 22s 11/34 [========>.....................] - ETA: 21s 12/34 [=========>....................] - ETA: 20s 13/34 [==========>...................] - ETA: 19s 14/34 [===========>..................] - ETA: 18s 15/34 [============>.................] - ETA: 17s 16/34 [=============>................] - ETA: 16s 17/34 [==============>...............] - ETA: 15s 18/34 [==============>...............] - ETA: 15s 19/34 [===============>..............] - ETA: 14s 20/34 [================>.............] - ETA: 13s 21/34 [=================>............] - ETA: 12s 22/34 [==================>...........] - ETA: 11s 23/34 [===================>..........] - ETA: 10s 24/34 [====================>.........] - ETA: 9s  25/34 [=====================>........] - ETA: 8s 26/34 [=====================>........] - ETA: 7s 27/34 [======================>.......] - ETA: 6s 28/34 [=======================>......] - ETA: 5s 29/34 [========================>.....] - ETA: 4s 30/34 [=========================>....] - ETA: 3s 31/34 [==========================>...] - ETA: 2s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 31s 953ms/step +Saving marginal footprints +2022-10-06_09-16-34: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//footprints +2022-10-06_09-16-34: 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/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_bias_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR502GWQ//chrombppnet_model_encsr283tme_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 + 1/34 [..............................] - ETA: 8:26 3/34 [=>............................] - ETA: 1s  4/34 [==>...........................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 10/34 [=======>......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 30s 452ms/step + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step +inserting motif: dnase_2 +TGTACTTACGAA + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step + 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 2s 3/34 [=>............................] - ETA: 2s 4/34 [==>...........................] - ETA: 2s 5/34 [===>..........................] - ETA: 2s 6/34 [====>.........................] - ETA: 2s 7/34 [=====>........................] - ETA: 2s 8/34 [======>.......................] - ETA: 2s 9/34 [======>.......................] - ETA: 2s 10/34 [=======>......................] - ETA: 2s 11/34 [========>.....................] - ETA: 1s 12/34 [=========>....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 14/34 [===========>..................] - ETA: 1s 15/34 [============>.................] - ETA: 1s 16/34 [=============>................] - ETA: 1s 17/34 [==============>...............] - ETA: 1s 18/34 [==============>...............] - ETA: 1s 19/34 [===============>..............] - ETA: 1s 20/34 [================>.............] - ETA: 1s 21/34 [=================>............] - ETA: 1s 22/34 [==================>...........] - ETA: 1s 23/34 [===================>..........] - ETA: 0s 24/34 [====================>.........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 26/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 28/34 [=======================>......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 30/34 [=========================>....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 3s 87ms/step +Saving marginal footprints